{"id":4,"date":"2011-07-12T16:54:33","date_gmt":"2011-07-12T16:54:33","guid":{"rendered":"http:\/\/www.altmann.eu\/research\/?page_id=4"},"modified":"2024-07-29T14:05:21","modified_gmt":"2024-07-29T14:05:21","slug":"publications","status":"publish","type":"page","link":"http:\/\/www.altmann.eu\/research\/?page_id=4","title":{"rendered":"Publications"},"content":{"rendered":"\n<p>This is a listing of published papers (<a href=\"https:\/\/www.ncbi.nlm.nih.gov\/sites\/myncbi\/andre.altmann.1\/bibliography\/53539947\/public\/?sort=date&amp;direction=ascending\">PubMed<\/a>, <a href=\"http:\/\/scholar.google.com\/citations?user=KnZqojYAAAAJ&amp;hl=en\">Google Scholar<\/a>, <a href=\"http:\/\/orcid.org\/0000-0002-9265-2393\">ORCID<\/a>, <a href=\"https:\/\/www.researchgate.net\/profile\/Andre_Altmann\">ResearchGate<\/a>, <span id=\"badgeCont34\"><script><\/script><\/span>). Articles marked with * appeared with the note &#8220;These authors contributed equally&#8221;. Scroll to the bottom of the list for articles that appeared as part of conference proceedings.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Journal Papers<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Luigi Lorenzini, Lyduine E. Collij, Niccol\u00f3 Tesi, Nat\u00e0lia Vilor-Tejedor, Silvia Ingala, Kaj Blennow, Christopher Foley, Giovanni B Frisoni, Sven Haller, Henne Holstege, Sven van der Lee, Pablo Martinez-Lage, Riccardo E Marioni, Daniel L McCartney, John O\u2019 Brien, Tiago Gil Oliveira, Pierre Payoux, Marcel Reinders, Craig Ritchie, Philip Scheltens, Adam J Schwarz, Carole H Sudre, Adam D Waldman, Robin Wolz, Gael Chatelat, Michael Ewers, Alle Meije Wink, Henk JMM Mutsaerts, Juan Domingo Gispert, Pieter Jelle Visser, Betty M. Tijms, Andre Altmann, Frederik Barkhof<br><strong><a href=\"http:\/\/doi.org\/10.1002\/alz.14096\">Alzheimer\u2019s disease Genetic Pathways Impact on Cerebrospinal Fluid Biomarkers And Imaging Endophenotypes In Non-Demented Individuals<\/a><\/strong><br><em>Alzheimer&#8217;s Dement<\/em>.\u00a02024;\u00a01-15.\u00a0<a href=\"https:\/\/doi.org\/10.1002\/alz.14096\">https:\/\/doi.org\/10.1002\/alz.14096<\/a>.<\/li>\n\n\n\n<li>Andre Altmann, Leon M Aksman, Neil P Oxtoby, Alexandra Young, ADNI, Daniel C Alexander, Frederik Barkhof, Maryam Shoai, John Hardy, Jonathan M Schott<br><strong><a href=\"https:\/\/academic.oup.com\/brain\/advance-article\/doi\/10.1093\/brain\/awae176\/7685999\">Towards cascading genetic risk in Alzheimer\u2019s disease<\/a><\/strong><br>Brain, 2024, awae176, <a href=\"https:\/\/doi.org\/10.1093\/brain\/awae176\">https:\/\/doi.org\/10.1093\/brain\/awae176<\/a><\/li>\n\n\n\n<li>Dorina-Gabriela Condurache, Stefania D\u2019Angelo, Ahmed M Salih, Liliana Szabo, Celeste McCracken, Adil Mahmood, Elizabeth M Curtis, Andre Altmann, Steffen E Petersen, Nicholas C Harvey, Zahra Raisi-Estabragh<br><strong><a href=\"https:\/\/academic.oup.com\/jbmrplus\/article\/8\/6\/ziae058\/7658352\">Bone health, cardiovascular disease, and imaging outcomes in UK Biobank: a causal analysis<\/a><\/strong><br>JBMR Plus, Volume 8, Issue 6, June 2024, ziae058, <a href=\"https:\/\/doi.org\/10.1093\/jbmrpl\/ziae058\">https:\/\/doi.org\/10.1093\/jbmrpl\/ziae058<\/a><\/li>\n\n\n\n<li>Zahra Raisi-Estabragh, Liliana Szabo, Art Schuermans, Ahmed Salih, Calvin WL Chin, Hajnalka V\u00e1g\u00f3, Andre Altmann, Fu Siong Ng, Pankaj Garg, Sofia Pavanello, Thomas H. Marwick, Steffen E. Petersen<br><strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1936878X24000822\">Non-invasive techniques for tracking biological aging of the cardiovascular system<\/a>.<\/strong><br><em>JACC: Cardiovascular Imaging<\/em>, (in press).<\/li>\n\n\n\n<li>Ahmed M. Salih, Ilaria Boscolo Galazzo, Gloria Menegaz, and Andr\u00e9 Altmann.<br><a href=\"https:\/\/doi.org\/10.1161\/JAHA.123.032708\"><strong>Leukocyte Telomere Length and Cardiac Structure and Function: A Mendelian Randomization Study<\/strong><\/a>.<br><em>Journal of the American Heart Association<\/em>&nbsp;13, no. 3 (2024): e032708.<\/li>\n\n\n\n<li>Ahmed Salih, Maddalena Ardissino, Aaron Z. Wagen, Andrew Bard, Liliana Szabo, Mina Ryten, Steffen E. Petersen, Andr\u00e9 Altmann and Zahra Raisi\u2010Estabragh<br><strong><a href=\"https:\/\/doi.org\/10.1161\/JAHA.123.030661\">Genome\u2010Wide Association Study of Pericardial Fat Area in 28\u2009161 UK Biobank Participants<\/a><\/strong><br><em>JAHA<\/em>, <strong>2023<\/strong>, (in press). https:\/\/doi.org\/10.1161\/JAHA.123.030661<\/li>\n\n\n\n<li>Yukun Zhou, Mark A Chia, Siegfried K Wagner, Murat S Ayhan, Dominic J Williamson, Robbert R Struyven, Timing Liu, Moucheng Xu, Mateo G Lozano, Peter Woodward-Court, Yuka Kihara, Andre Altmann, Aaron Y Lee, Eric J Topol, Alastair K Denniston, Daniel C Alexander, Pearse A Keane<br><a href=\"https:\/\/doi.org\/10.1038\/s41586-023-06555-x\"><strong>A foundation model for generalizable disease detection from retinal images.<\/strong><\/a><br><em>Nature<\/em>, <strong>2023<\/strong>, 622, 156\u2013163. https:\/\/doi.org\/10.1038\/s41586-023-06555-x<\/li>\n\n\n\n<li>Carlos Estevez-Fraga, Andre Altmann, Christopher S Parker, Rachael Scahill, Beatrice Costa, Zhongbo Chen, Claudia Manzoni, Angeliki Zarkali, Alexandra Durr, Raymund AC Roos, Bernhard Landwehrmeyer, Blair R Leavitt, Geraint Rees, Sarah J Tabrizi, Peter McColgan<br><strong><a href=\"https:\/\/doi.org\/10.1093\/brain\/awad275\">Genetic topography and cortical cell loss in Huntington&#8217;s disease link development and neurodegeneration<\/a>.<\/strong><br><em>Brain<\/em>, <strong>2023<\/strong>, awad275. https:\/\/doi.org\/10.1093\/brain\/awad275<\/li>\n\n\n\n<li>Leon Aksman, Neil Oxtoby, Marzia Scelsi, Peter Wijeratne, Alex Young, Isadora Lopes Alves, Lyduine Collij, Jake Vogel, Frederik Barkhof, Daniel Alexander, Andre Altmann<br><strong><a href=\"https:\/\/academic.oup.com\/brain\">A data-driven study of Alzheimer\u2019s disease related amyloid and tau pathology progression<\/a><\/strong><br><em>Brain<\/em>, <strong>2023<\/strong>, (in press) <a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/2020.12.18.418004v1\">[pre-print]<\/a><\/li>\n\n\n\n<li>Ana Lawry Aguila, Alejandra Jayme, Nina Monta\u00f1a-Brown, Vincent Heuveline, Andre Altmann<br><a href=\"https:\/\/joss.theoj.org\/papers\/10.21105\/joss.05093\"><strong>Multi-view-AE: A Python package for multi-view autoencoder models<\/strong><\/a><br><em>Journal of Open Source Software<\/em>, <strong>2023<\/strong>, 8(85), 5093, https:\/\/doi.org\/10.21105\/joss.05093<\/li>\n\n\n\n<li>Hanyi Chen, Alexandra Young, Neil P Oxtoby, Frederik Barkhof, Daniel C Alexander, Andre Altmann<br><a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=en&amp;user=KnZqojYAAAAJ&amp;sortby=pubdate&amp;citation_for_view=KnZqojYAAAAJ:cSdaV2aYdYsC\"><strong>Transferability of Alzheimer&#8217;s disease progression subtypes to an independent population cohort<\/strong><\/a><br><em>NeuroImage<\/em>, <strong>2023<\/strong>, 271, 120005<\/li>\n\n\n\n<li>Eric de Silva, Carole H Sudre, Jo Barnes, Marcia A Scelsi, Andre Altmann<br><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/36523268\/\"><strong>Polygenic coronary artery disease association with brain atrophy in the cognitively impaired<\/strong>&nbsp;<\/a><br><em>Brain Communications<\/em>.&nbsp;<strong>2022<\/strong>;4(6):fcac314.&nbsp;doi: 10.1093\/braincomms\/fcac314.<\/li>\n\n\n\n<li>Ahmed Salih, Ilaria B Galazzo, Steffen E Petersen, Karim Lekadir, Petia Radeva, Gloria Menegaz, Andre Altmann<br><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/36399449\/\"><strong>Telomere length is causally connected to brain MRI image derived phenotypes: A mendelian randomization study.&nbsp;<\/strong><\/a><br><em>PLoS One<\/em>.&nbsp;<strong>2022<\/strong>;17(11):e0277344.&nbsp;doi: 10.1371\/journal.pone.0277344.&nbsp;<\/li>\n\n\n\n<li>Mohammed Janahi, Leon M Aksman, Jonathan M Schott, Younes Mokrab, Andre Altmann<br><a href=\"https:\/\/elifesciences.org\/articles\/78232\"><strong>Nomograms of human hippocampal volume shifted by polygenic scores<\/strong><\/a> <br><em>Elife<\/em>, <strong>2022<\/strong>, 11, e78232<\/li>\n\n\n\n<li>Seymour M Lopez, Leon M Aksman, Neil P Oxtoby, Sjoerd B. Vos, Jun Rao, &#8230;., Carrie R McDonald, Daniel C Alexander, Sanjay M Sisodiya, Andre Altmann, The ENIGMA Epilepsy Working Group<br><a href=\"https:\/\/onlinelibrary.wiley.com\/share\/author\/PKIZTRNY8TEXAQUV5DVV?target=10.1111\/epi.17316\"><strong>Event-based modelling in temporal lobe epilepsy demonstrates progressive atrophy from cross-sectional data<\/strong><\/a><br><em>Epilepsia<\/em>, <strong>2022<\/strong>, (in press). doi: https:\/\/doi.org\/10.1111\/epi.17316<\/li>\n\n\n\n<li>Suhnyoung Jun, Thomas H Alderson, Andre Altmann, Sepideh Sadaghiani<br><strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1053811922003950\">Dynamic trajectories of connectome state transitions are heritable<\/a><\/strong><br><em>NeuroImage<\/em>, <strong>2022<\/strong>, 256:119274. doi: https:\/\/doi.org\/10.1016\/j.neuroimage.2022.119274<\/li>\n\n\n\n<li>Derek S Andrews, Leon Aksman, Connor M Kerns, Joshua K Lee, Breanna M Winder-Patel, Danielle Jenine Harvey, Einat Waizbard-Bartov, Brianna Heath, Marjorie Solomon, Sally J Rogers, Andre Altmann, Christine Wu Nordahl, David G Amaral<br><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0006322322000580\"><strong>Association of amygdala development with different forms of anxiety in autism spectrum disorder<\/strong><\/a><br><em>Biological Psychiatry<\/em>, <strong>2022<\/strong>, 91(11), 977-987.<\/li>\n\n\n\n<li>Leon M.Aksman, Peter A.Wijeratne, Neil P. Oxtoby, Arman Eshaghi, Cameron Shand, Andre Altmann, Daniel C. Alexander, Alexandra L. Young<br><a href=\"https:\/\/doi.org\/10.1016\/j.softx.2021.100811\"><strong>pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm<\/strong><\/a><br><em>SoftwareX<\/em>, <strong>2021<\/strong>, 100811. doi: https:\/\/doi.org\/10.1016\/j.softx.2021.100811<\/li>\n\n\n\n<li>Fatin N Zainul Abidin, Marzia A Scelsi, Sally J Dawson*, Andre Altmann*<br><a href=\"https:\/\/doi.org\/10.1016\/j.nicl.2021.102823\"><strong>Glucose hypometabolism in the Auditory Pathway in Age Related Hearing Loss in the ADNI cohort<\/strong><\/a><br><em>NeuroImage: Clinical<\/em>, <strong>2021<\/strong>, (in press). doi: https:\/\/doi.org\/10.1016\/j.nicl.2021.102823<\/li>\n\n\n\n<li>Ahmed Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh, Elisa Rauseo, Polyxeni Gkontra, Steffen E Petersen, Karim Lekadir, Andr\u00e9 Altmann, Petia Radeva, Gloria Menegaz<br><strong><a href=\"https:\/\/assets.researchsquare.com\/files\/rs-518759\/v1_covered.pdf?c=1631867815\">Brain Age Estimation at Tract Group Level and its Association with Daily Life Measures, Cardiac Risk Factors and Genetic Variants<\/a><br><\/strong><em>Scientific Reports<\/em>, <strong>2021<\/strong> (in press). <\/li>\n\n\n\n<li>Andre Altmann\u2020, Mina Ryten\u2020, Martina Di Nunzio\u2020, Teresa Ravizza, Daniele Tolomeo, Regina H Reynolds, &#8230;, ENIGMA-Epilepsy Working Group, &#8230;, EpiPGX Consortium, Maria Thom, Christopher D Whelan, Paul Thompson, Carrie R McDonald, Annamaria Vezzani*, Sanjay M Sisodiya*<br><strong><a href=\"https:\/\/doi.org\/10.1111\/nan.12758\">A systems-level analysis highlights microglial activation as a modifying factor in common epilepsies<\/a><\/strong><br><em>Neuropathology and Applied Neurobiology<\/em>, <strong>2021<\/strong> (in press). doi: https:\/\/doi.org\/10.1111\/nan.12758 <a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/470518v1\">[preprint]<\/a><\/li>\n\n\n\n<li>Ezequiel Gleichgerrcht, Brent C Munsell, Saud Alhusaini, &#8230;, Paul M Thompson, Sanjay M Sisodiya, Carrie R McDonald, Leonardo Bonilha, Andre Altmann, Chantal Depondt, Marian Galovic, Sophia I Thomopoulos, Roland Wiest<br><a href=\"https:\/\/doi.org\/10.1016\/j.nicl.2021.102765\"><strong>Artificial intelligence for classification of temporal lobe epilepsy with ROI-level MRI data: A worldwide ENIGMA-Epilepsy study<\/strong><\/a><br><em>NeuroImage: Clinical<\/em>, <strong>2021<\/strong>, 31:102765. doi: https:\/\/doi.org\/10.1016\/j.nicl.2021.102765.<\/li>\n\n\n\n<li>Fatin Zainul&nbsp;Abidin, Helena&nbsp;R. R.&nbsp;Wells,&nbsp; Andre&nbsp;Altmann<sup>*<\/sup>, Sally&nbsp;J.&nbsp;Dawson<sup>*<\/sup><br><strong><a href=\"https:\/\/www.nature.com\/articles\/s41514-021-00069-4\" data-type=\"URL\">Hearing difficulty&nbsp;and Alzheimer\u2019s disease&nbsp;are linked by shared common genetic vulnerability rather than shared genetic architecture<\/a><\/strong><br><em>npj&nbsp;Aging and Mechanism of Disease<\/em>, <strong>2021<\/strong> (in press). doi: https:\/\/doi.org\/10.1038\/s41514-021-00069-4<\/li>\n\n\n\n<li>Simona Balestrini, Seymour M Lopez, Krishna Chinthapalli, Narek Sargsyan, Rita Demurtas, Sjoerd Vos, Andre Altmann, Mike Suttie, Peter Hammond, Sanjay M Sisodiya<br><strong><a href=\"https:\/\/academic.oup.com\/braincomms\/issue\/3\/2\" data-type=\"URL\" data-id=\"https:\/\/academic.oup.com\/braincomms\/issue\/3\/2\">Increased facial asymmetry in focal epilepsies associated with unilateral lesions<\/a><\/strong><br><em>Brain Communications<\/em>, <strong>2021<\/strong> (in press). doi: https:\/\/doi.org\/10.1093\/braincomms\/fcab068<\/li>\n\n\n\n<li>Michael E. Belloy, Sarah J. Eger, Yann Le Guen, Valerio Napolioni, Kacie D. Deters, Hyun-Sik Yang, Marzia A. Scelsi, Tenielle Porter, Sarah-Naomi James, Andrew Wong, Jonathan M. Schott, Reisa A. Sperling, Simon M. Laws, Elisabeth C. Mormino, Zihuai He, Summer S. Han, Andre Altmann, Michael D. Greicius<br><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0197458021000154\"><strong>KL*VS Heterozygosity Reduces Brain Amyloid in Asymptomatic at Risk APOE*4 Carriers<\/strong><\/a><br><em>Neurobiology of Aging,<\/em> <strong>2021<\/strong> (in press). doi: https:\/\/doi.org\/10.1016\/j.neurobiolaging.2021.01.008<\/li>\n\n\n\n<li>Marzia A&nbsp;Scelsi,&nbsp;Valerio&nbsp;Napolioni,&nbsp;Michael D Greicius,&nbsp;Andre&nbsp;Altmann,&nbsp;Alzheimer\u2019s Disease Neuroimaging Initiative,&nbsp;Alzheimer\u2019s Disease Sequencing Project<br><strong><a href=\"https:\/\/doi.org\/10.1371\/journal.pcbi.1008517\">Network propagation of rare mutations in Alzheimer\u2019s disease reveals tissue-specific hub genes and communities<\/a><\/strong><br><em>PLoS Comput Biol,<\/em>&nbsp;<strong>2020<\/strong>&nbsp;(in press). pre-print on bioRxiv: doi:&nbsp;https:\/\/doi.org\/10.1101\/781203<\/li>\n\n\n\n<li>Valerio Napolioni, Marzia A. Scelsi, Raiyan R. Khan, Andre Altmann, Michael D. Greicius<br><a href=\"https:\/\/doi.org\/10.3389\/fgene.2020.629373\"><strong>Recent Consanguinity and Outbred Autozygosity are Associated with Increased Risk of Late-Onset Alzheimer\u2019s Disease<\/strong><br><\/a><em>Frontiers In Genetics<\/em>, <strong>2020<\/strong>, 11:1864. doi: https:\/\/doi.org\/10.3389\/fgene.2020.629373<\/li>\n\n\n\n<li>Andre Altmann, David M Cash, Martina Bocchetta, Carolin Heller, Regina Reynolds, Katrina Moore, Rhian S Convery, David L Thomas, John C van Swieten, Fermin Moreno, Raquel Sanchez-Valle, Barbara Borroni, Robert Laforce, Jr, Mario Masellis, Maria Carmela Tartaglia, Caroline Graff, Daniela Galimberti, James B Rowe, Elizabeth Finger, Matthis Synofzik, Rik Vandenberghe, Alexandre de Mendon\u00e7a, Fabrizio Tagliavini, Isabel Santana, Simon Ducharme, Chris R Butler, Alex Gerhard, Johannes Levin, Adrian Danek, Giovanni Frisoni, Roberta Ghidoni, Sandro Sorbi, Markus Otto, Mina Ryten, Jonathan D Rohrer, the Genetic FTD Initiative, GENFI<br><strong><a href=\"https:\/\/doi.org\/10.1093\/braincomms\/fcaa122\">Analysis of brain atrophy and local gene expression in genetic frontotemporal dementia<\/a><\/strong><br><em>Brain Communications<\/em>, <strong>2020<\/strong>, fcaa122, <a href=\"https:\/\/doi.org\/10.1093\/braincomms\/fcaa122\">https:\/\/doi.org\/10.1093\/braincomms\/fcaa122<\/a><\/li>\n\n\n\n<li>Sean N Hatton, Khoa H Huynh, Leonardo Bonilha, Eugenio Abela, Saud Alhusaini, Andre Altmann, Marina K M Alvim, Akshara R Balachandra, Emanuele Bartolini, Benjamin Bender, Neda Bernasconi, Andrea Bernasconi, Boris Bernhardt, N\u00faria Bargallo, Benoit Caldairou, Maria E Caligiuri, Sarah J A Carr, Gianpiero L Cavalleri, Fernando Cendes, Luis Concha, Esmaeil Davoodi-bojd, Patricia M Desmond, Orrin Devinsky, Colin P Doherty, Martin Domin, John S Duncan, Niels K Focke, Sonya F Foley, Antonio Gambardella, Ezequiel Gleichgerrcht, Renzo Guerrini, Khalid Hamandi, Akari Ishikawa, Simon S Keller, Peter V Kochunov, Raviteja Kotikalapudi, Barbara A K Kreilkamp, Patrick Kwan, Angelo Labate, Soenke Langner, Matteo Lenge, Min Liu, Elaine Lui, Pascal Martin, Mario Mascalchi, Jos\u00e9 C V Moreira, Marcia E Morita-Sherman, Terence J O\u2019Brien, Heath R Pardoe, Jos\u00e9 C Pariente, Let\u00edcia F Ribeiro, Mark P Richardson, Cristiane S Rocha, Ra\u00fal Rodr\u00edguez-Cruces, Felix Rosenow, Mariasavina Severino, Benjamin Sinclair, Hamid Soltanian-Zadeh, Pasquale Striano, Peter N Taylor, Rhys H Thomas, Domenico Tortora, Dennis Velakoulis, Annamaria Vezzani, Lucy Vivash, Felix von Podewils, Sjoerd B Vos, Bernd Weber, Gavin P Winston, Clarissa L Yasuda, Alyssa H Zhu, Paul M Thompson, Christopher D Whelan, Neda Jahanshad, Sanjay M Sisodiya, Carrie R McDonald<br><strong><a href=\"https:\/\/academic.oup.com\/brain\/advance-article\/doi\/10.1093\/brain\/awaa200\/5894684\">White matter abnormalities across different epilepsy syndromes in adults: an ENIGMA-Epilepsy study<\/a><\/strong><br><em>Brain<\/em>, <strong>2020<\/strong>, awaa200,&nbsp;<a href=\"https:\/\/doi.org\/10.1093\/brain\/awaa200\">https:\/\/doi.org\/10.1093\/brain\/awaa200<\/a><\/li>\n\n\n\n<li>Sanjay M Sisodiya, Christopher D Whelan, Sean N Hatton, Khoa Huynh, Andre Altmann, Mina Ryten, Annamaria Vezzani, Maria Eugenia Caligiuri, Angelo Labate, Antonio Gambardella, Victoria Ives\u2010Deliperi, Stefano Meletti, Brent C Munsell, Leonardo Bonilha, Manuela Tondelli, Michael Rebsamen, Christian Rummel, Anna Elisabetta Vaudano, Roland Wiest, Akshara R Balachandra, N\u00faria Bargall\u00f3, Emanuele Bartolini, Andrea Bernasconi, Neda Bernasconi, Boris Bernhardt, Benoit Caldairou, Sarah JA Carr, Gianpiero L Cavalleri, Fernando Cendes, Luis Concha, Patricia M Desmond, Martin Domin, John S Duncan, Niels K Focke, Renzo Guerrini, Khalid Hamandi, Graeme D Jackson, Neda Jahanshad, Reetta K\u00e4lvi\u00e4inen, Simon S Keller, Peter Kochunov, Magdalena A Kowalczyk, Barbara AK Kreilkamp, Patrick Kwan, Sara Lariviere, Matteo Lenge, Seymour M Lopez, Pascal Martin, Mario Mascalchi, Jos\u00e9 CV Moreira, Marcia E Morita\u2010Sherman, Heath R Pardoe, Jose C Pariente, Kotikalapudi Raviteja, Cristiane S Rocha, Ra\u00fal Rodr\u00edguez\u2010Cruces, Margitta Seeck, Mira KHG Semmelroch, Benjamin Sinclair, Hamid Soltanian\u2010Zadeh, Dan J Stein, Pasquale Striano, Peter N Taylor, Rhys H Thomas, Sophia I Thomopoulos, Dennis Velakoulis, Lucy Vivash, Bernd Weber, Clarissa Lin Yasuda, Junsong Zhang, Paul M Thompson, Carrie R McDonald, ENIGMA Consortium Epilepsy Working Group<br><strong><a href=\"https:\/\/onlinelibrary.wiley.com\/doi\/abs\/10.1002\/hbm.25037\">The ENIGMA\u2010Epilepsy working group: Mapping disease from large data sets<\/a><\/strong><br><em>Human brain mapping<\/em>, <strong>2020<\/strong>, doi: <a href=\"https:\/\/doi.org\/10.1002\/hbm.25037\">https:\/\/doi.org\/10.1002\/hbm.25037<\/a><\/li>\n\n\n\n<li>Joseph Jacob, Leon Aksman, Nesrin Mogulkoc, Alex J Procter, Bahareh Gholipour, Gary Cross, Joseph Barnett, Christopher J Brereton, Mark G Jones, Coline H van Moorsel, Wouter van Es, Frouke van Beek, Marcel Veltkamp, Sujal R Desai, Eoin Judge, Teresa Burd, Maria Kokosi, Recep Savas, Selen Bayraktaroglu, Andre Altmann, Athol U Wells<br><a href=\"https:\/\/thorax.bmj.com\/content\/early\/2020\/06\/04\/thoraxjnl-2019-213865.abstract\"><strong>Serial CT analysis in idiopathic pulmonary fibrosis: comparison of visual features that determine patient outcome<\/strong><\/a><br><em>Thorax<\/em>, <strong>2020<\/strong>, doi: 10.1136\/thoraxjnl-2019-213865<\/li>\n\n\n\n<li>Paul M. Thompson, Neda Jahanshad, Christopher R. K. Ching, Lauren E. Salminen, Sophia I. Thomopoulos, Joanna Bright, Bernhard T. Baune, Sara Bertol\u00edn, Janita Bralten, Willem B. Bruin, Robin B\u00fclow, Jian Chen, Yann Chye, Udo Dannlowski, Carolien G. F. de Kovel, Gary Donohoe, Lisa T. Eyler, Stephen V. Faraone, Pauline Favre, Courtney A. Filippi, Thomas Frodl, Daniel Garijo, Yolanda Gil, Hans J. Grabe, Katrina L. Grasby, Tomas Hajek, Laura K. M. Han, Sean N. Hatton, Kevin Hilbert, Tiffany C. Ho, Laurena Holleran, Georg Homuth, Norbert Hosten, Josselin Houenou, Iliyan Ivanov, Tianye Jia, Sinead Kelly, Marieke Klein, Jun Soo Kwon, Max A. Laansma, Jeanne Leerssen, Ulrike Lueken, Abraham Nunes, Joseph O\u2019 Neill, Nils Opel, Fabrizio Piras, Federica Piras, Merel C. Postema, Elena Pozzi, Natalia Shatokhina, Carles Soriano-Mas, Gianfranco Spalletta, Daqiang Sun, Alexander Teumer, Amanda K. Tilot, Leonardo Tozzi, Celia van der Merwe, Eus J. W. Van Someren, Guido A. van Wingen, Henry V\u00f6lzke, Esther Walton, Lei Wang, Anderson M. Winkler, Katharina Wittfeld, Margaret J. Wright, Je-Yeon Yun, Guohao Zhang, Yanli Zhang-James, Bhim M. Adhikari, Ingrid Agartz, Moji Aghajani, Andr\u00e9 Aleman, Robert R. Althoff, Andre Altmann, Ole A. Andreassen, David A. Baron, Brenda L. Bartnik-Olson, Janna Marie Bas-Hoogendam, Arielle R. Baskin-Sommers, Carrie E. Bearden, Laura A. Berner, Premika S. W. Boedhoe, Rachel M. Brouwer, Jan K. Buitelaar, Karen Caeyenberghs, Charlotte A. M. Cecil, Ronald A. Cohen, James H. Cole, Patricia J. Conrod, Stephane A. De Brito, Sonja M. C. de Zwarte, Emily L. Dennis, Sylvane Desrivieres, Danai Dima, Stefan Ehrlich, Carrie Esopenko, Graeme Fairchild, Simon E. Fisher, Jean-Paul Fouche, Clyde Francks, Sophia Frangou, Barbara Franke, Hugh P. Garavan, David C. Glahn, Nynke A. Groenewold, Tiril P. Gurholt, Boris A. Gutman, Tim Hahn, Ian H. Harding, Dennis Hernaus, Derrek P. Hibar, Frank G. Hillary, Martine Hoogman, Hilleke E. Hulshoff Pol, Maria Jalbrzikowski, George A. Karkashadze, Eduard T. Klapwijk, Rebecca C. Knickmeyer, Peter Kochunov, Inga K. Koerte, Xiang-Zhen Kong, Sook-Lei Liew, Alexander P. Lin, Mark W. Logue, Eileen Luders, Fabio Macciardi, Scott Mackey, Andrew R. Mayer, Carrie R. McDonald, Agnes B. McMahon, Sarah E. Medland, Gemma Modinos, Rajendra A. Morey, Sven C. Mueller, Pratik Mukherjee, Leyla Namazova-Baranova, Talia M. Nir, Alexander Olsen, Peristera Paschou, Daniel S. Pine, Fabrizio Pizzagalli, Miguel E. Renter\u00eda, Jonathan D. Rohrer, Philipp G. S\u00e4mann, Lianne Schmaal, Gunter Schumann, Mark S. Shiroishi, Sanjay M. Sisodiya, Dirk J. A. Smit, Ida E. S\u00f8nderby, Dan J. Stein, Jason L. Stein, Masoud Tahmasian, David F. Tate, Jessica A. Turner, Odile A. van den Heuvel, Nic J. A. van der Wee, Ysbrand D. van der Werf, Theo G. M. van Erp, Neeltje E. M. van Haren, Daan van Rooij, Laura S. van Velzen, Ilya M. Veer, Dick J. Veltman, Julio E. Villalon-Reina, Henrik Walter, Christopher D. Whelan, Elisabeth A. Wilde, Mojtaba Zarei, Vladimir Zelman &amp; for the ENIGMA Consortium<br><a href=\"https:\/\/www.nature.com\/articles\/s41398-020-0705-1\"><strong>ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries<\/strong><\/a><br><em>Translational Psychiatry<\/em>, <strong>2020<\/strong>,&nbsp;10:&nbsp;100. doi: <a href=\"https:\/\/doi.org\/10.1038\/s41398-020-0705-1\">10.1038\/s41398-020-0705-1<\/a><\/li>\n\n\n\n<li>Andre Altmann, Marzia A Scelsi,  Maryam Shoai, Eric de Silva, Leon M Aksman, David M Cash, John Hardy, Jonathan M Schott<br><strong><a href=\"https:\/\/doi.org\/10.1093\/braincomms\/fcz047\">A comprehensive analysis of methods for assessing polygenic burden on Alzheimer\u2019s disease pathology and risk beyond APOE<\/a><\/strong><br><em>Brain Communications<\/em>, <strong>2020<\/strong>, 2(1): fcz047. doi: 10.1093\/braincomms\/fcz047<\/li>\n\n\n\n<li>Claire Cury,  Marzia A Scelsi, Roberto Toro, Vincent Frouin, Eric Artiges, Antoine Grigis, Andreas Heinz, Herv\u00e9 Lema\u00eetre, Jean-Luc Martinot, Jean-Baptiste Poline, Michael N. Smolka, Henrik Walter, Gunter Schumann, Andre Altmann* , Olivier Colliot* and the IMAGEN Consortium<br><strong><a href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0227355\">Genome wide association study of incomplete hippocampal inversion in adolescents<\/a><\/strong><br><em>PlosONE<\/em>, <strong>2020<\/strong>, 15(1): e0227355. doi: 10.1371\/journal.pone.0227355<\/li>\n\n\n\n<li>Leon M Aksman, Marzia A Scelsi, Andre F Marquand, Daniel C Alexander, Sebastien Ourselin, Andre Altmann<br><strong><a href=\"http:\/\/em.rdcu.be\/wf\/click?upn=lMZy1lernSJ7apc5DgYM8Qx9EDE2OS6lAsrPtYJpCzE-3D_VVkWNXWVtC6hW6h86o9l50Fkx4JEaMnrDVxLy0CYAyXvDGOgpsKYqAH62J-2FAlf4vxxezayJ1VLEzriMjlE70-2B-2Bu9mSkSLCtG9-2Fcxj3ALwPa3fq-2BkL5deQx-2B8lmlZ2yWwNBimd1OPJ6YczE6iTQJf35O8GlOjbl5YwKbZTqnQNtLv9audQtWanLO795XdHEsf4nXUUnN3XuaHd3uu3L00GDnyp0DKdWGK2S0W5wGTdUC-2BOMB5iThnb-2BYiflriNqbok6hlm0HaBgj1Pcy5SfBAvw-3D-3D\">Modeling longitudinal imaging biomarkers with parametric Bayesian multi-task learning<\/a><\/strong><br><em>Human Brain Mapping<\/em>, <strong>2019<\/strong>, 40(13):3982-4000. doi: 10.1002\/hbm.24682 <a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/593459v1\">[preprint]<\/a><\/li>\n\n\n\n<li>Joseph Jacob, Catherine M. Owens, Alan S. Brody, Thomas Semple, Tom A. Watson, Alistair Calder, Pilar Garcia-Pe\u00f1a, Paolo Toma, Anand Devaraj, Henry Walton, Antonio Moreno-Gald\u00f3, Paul Aurora, Alexandra Rice, Timothy J. Vece, Steve Cunningham, Andre Altmann, Athol U. Wells, Andrew G. Nicholson, Andrew Bush<br><a href=\"http:\/\/www.altmann.eu\"><strong>Evaluation of inter-observer variation for CT identification of childhood interstitial lung disease<\/strong><\/a><br><em>ERJ Open Research<\/em>, <strong>2019<\/strong>, 5(3). pii: 00100-2019. doi: 10.1183\/23120541.00100-2019<\/li>\n\n\n\n<li>Joseph Jacob, Brian Bartholmai, Coline van Moorsel, Srinivasan Rajagopalan, Anand Devaraj, Hendrik van Es, Teng Moua, Frouke van Beek, Ryan Clay, Marcel Veltkamp, Maria Kokosi, Angelo de Lauretis, Eoin Judge, Teresa Burd, Tobias Peikert, Ronald Karwoski, Fabien Maldonado, Elisabetta Renzoni, Toby Maher, Andre Altmann, Athol Wells<br><strong><a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/493544v1\">Longitudinal prediction of outcome in idiopathic pulmonary fibrosis using automated CT analysis<\/a><\/strong><br><em>ERJ<\/em>, <strong>2019<\/strong> (in press). <a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/493544v1\">[preprint]<\/a><\/li>\n\n\n\n<li>Marzia A Scelsi,&nbsp;Raiyan R Khan,&nbsp;Marco Lorenzi,&nbsp;Leigh Christopher,&nbsp;Michael D Greicius,&nbsp;Jonathan M Schott,&nbsp;Sebastien Ourselin,&nbsp;Andre Altmann<span class=\"al-author-name\"><span class=\"al-author-name\"><br><strong><a href=\"https:\/\/academic.oup.com\/brain\/advance-article\/doi\/10.1093\/brain\/awy141\/5025682\">Genetic study of multimodal imaging Alzheimer\u2019s disease progression score implicates novel loci<\/a><br><\/strong><\/span><em>Brain<\/em>, <strong>2018,<\/strong> 141(7):2167-2180.&nbsp;doi: 10.1093\/brain\/awy141<\/span><\/li>\n\n\n\n<li>Martina Bocchetta, Juan Eugenio<sup>&nbsp;<\/sup>Iglesias, Marzia A Scelsi, David M&nbsp;Cash, M. Jorge Cardoso,&nbsp;Marc Modat,&nbsp;Andre Altmann, Sebastien Ourselin,&nbsp;Jason D Warren, Jonathan D&nbsp;Rohrer<br><strong><a href=\"https:\/\/content.iospress.com\/articles\/journal-of-alzheimers-disease\/jad180195\">Hippocampal Subfield Volumetry: Differential Pattern of Atrophy in Different Forms of Genetic Frontotemporal Dementia<\/a><\/strong><br><span class=\"generated\">&nbsp;<\/span><em>Journal of Alzheimer&#8217;s Disease<\/em>, <strong>2018<\/strong>, 64(2):497-504. doi<span class=\"generated\">:&nbsp;<\/span>10.3233\/JAD-180195<\/li>\n\n\n\n<li><span class=\"contribDegrees\">Joseph Jacob,&nbsp;Brian J. Bartholmai,&nbsp;Srinivasan Rajagopalan,&nbsp;Coline H.M. van Moorsel,&nbsp;Hendrik W van Es,&nbsp;Frouke T van Beek,&nbsp;Marjolijn H.L. Struik,&nbsp;Maria Kokosi,&nbsp;Ryoko Egashira,&nbsp;Anne Laure Brun,&nbsp;Arjun Nair,&nbsp;<\/span>Simon L.F. Walsh,&nbsp;<span class=\"contribDegrees\">Gary Cross&nbsp;,&nbsp;Joseph Barnett,&nbsp;Angelo de Lauretis,&nbsp;Eoin P Judge,&nbsp;Sujal Desai,&nbsp;Ronald Karwoski,&nbsp;Sebastien Ourselin,&nbsp;Elisabetta Renzoni,&nbsp;Toby M. Maher,&nbsp;Andre Altmann,&nbsp;<span class=\"contribDegrees\">Athol U. Wells<br><\/span><\/span><a href=\"https:\/\/www.atsjournals.org\/doi\/10.1164\/rccm.201711-2174OC\"><strong>Predicting Outcomes in Idiopathic Pulmonary Fibrosis Using Automated CT Analysis<\/strong><br><\/a><em>Am J Respir Crit Care Med.<\/em>,&nbsp;<strong>2018, <\/strong>198(6):767-776. doi: 10.1164\/rccm.201711-2174OC<a href=\"https:\/\/www.atsjournals.org\/doi\/10.1164\/rccm.201711-2174OC\"><\/a><\/li>\n\n\n\n<li>Marco Lorenzi*, Andre Altmann*, Boris Gutman, Selina Wray, Charles Arber, Derrek P. Hibar, Neda Jahanshad, Jonathan M. Schott, Daniel C. Alexander, Paul M. Thompson, Sebastien Ourselin<br><a href=\"http:\/\/www.pnas.org\/content\/early\/2018\/03\/05\/1706100115.short?rss=1\"><strong>Susceptibility of brain atrophy to TRIB3 in Alzheimer\u2019s disease, evidence from functional prioritization in imaging genetics<br><\/strong><\/a><em>PNAS<\/em>,<strong> 2018<\/strong>, 115(12):3162-3167.&nbsp; doi: 10.1073\/pnas.1706100115<\/li>\n\n\n\n<li>Christopher D Whelan, Andre Altmann, Juan A Bot\u00eda, Neda Jahanshad, Derrek P Hibar, Julie Absil, Saud Alhusaini, Marina K M Alvim, Pia Auvinen, Emanuele Bartolini, Felipe P G Bergo, Tauana Bernardes, Karen Blackmon, Barbara Braga, Maria Eugenia Caligiuri, Anna Calvo, Sarah J Carr, Jian Chen, Shuai Chen, Andrea Cherubini, Philippe David, Martin Domin, Sonya Foley, Wendy Fran\u00e7a, Gerrit Haaker, Dmitry Isaev, Simon S Keller, Raviteja Kotikalapudi, Magdalena A Kowalczyk, Ruben Kuzniecky, Soenke Langner, Matteo Lenge, Kelly M Leyden, Min Liu, Richard Q Loi, Pascal Martin, Mario Mascalchi, Marcia E Morita, Jose C Pariente, Raul Rodr\u00edguez-Cruces, Christian Rummel, Taavi Saavalainen, Mira K Semmelroch, Mariasavina Severino, Rhys H Thomas, Manuela Tondelli, Domenico Tortora, Anna Elisabetta Vaudano, Lucy Vivash, Felix von Podewils, Jan Wagner, Bernd Weber, Yi Yao, Clarissa L Yasuda, Guohao Zhang, Nuria Bargall\u00f3, Benjamin Bender, Neda Bernasconi, Andrea Bernasconi, Boris C Bernhardt, Ingmar Bl\u00fcmcke, Chad Carlson, Gianpiero L Cavalleri, Fernando Cendes, Luis Concha, Norman Delanty, Chantal Depondt, Orrin Devinsky, Colin P Doherty, Niels K Focke, Antonio Gambardella, Renzo Guerrini, Khalid Hamandi, Graeme D Jackson, Reetta K\u00e4lvi\u00e4inen, Peter Kochunov, Patrick Kwan, Angelo Labate, Carrie R McDonald, Stefano Meletti, Terence J O&#8217;Brien, Sebastien Ourselin, Mark P Richardson, Pasquale Striano, Thomas Thesen, Roland Wiest, Junsong Zhang, Annamaria Vezzani, Mina Ryten, Paul M Thompson, Sanjay M Sisodiya<br><a href=\"https:\/\/academic.oup.com\/brain\/article\/141\/2\/391\/4818311\"><strong>Structural brain abnormalities in the common epilepsies assessed in a worldwide ENIGMA study<br><\/strong><\/a><em>Brain<\/em>,<strong> 2018<\/strong>, 141(2), 391\u2013408. &nbsp;doi: 10.1093\/brain\/awx341<\/li>\n\n\n\n<li>Sepideh Sadaghiani, Bernard Ng, Andre Altmann, Jean-Baptiste Poline, Tobias Banaschewski, Arun L.W. Bokde, Uli Bromberg, Christian B\u00fcchel, Erin Burke Quinlan, Patricia Conrod, Sylvane Desrivi\u00e8res, Herta Flor, Vincent Frouin, Hugh Garavan, Penny Gowland, J\u00fcrgen Gallinat, Andreas Heinz, Bernd Ittermann, Jean-Luc Martinot, Marie-Laure Paill\u00e8re Martinot, Herv\u00e9 Lemaitre, Frauke Nees, Dimitri Papadopoulos Orfanos, Tom\u00e1\u0161 Paus, Luise Poustka, Sabina Millenet, Juliane H. Fr\u00f6hner, Michael N. Smolka, Henrik Walter, Robert Whelan, Gunter Schumann, Valerio Napolioni and Michael Greicius<br><a href=\"http:\/\/www.jneurosci.org\/content\/early\/2017\/09\/06\/JNEUROSCI.0991-17.2017\"><strong>Overdominant effect of a CHRNA4 polymorphism on cingulo-opercular network activity and cognitive control<br><\/strong><\/a><em>Journal of Neuroscience<\/em>,<strong> 2017<\/strong>, 37(40):9657-9666.&nbsp; doi: 10.1523\/JNEUROSCI.0991-17.2017<\/li>\n\n\n\n<li>Andre Altmann*, Manuel S Schr\u00f6ter*,&nbsp;Victor I Spoormaker, Sara A Kiem, Denis&nbsp;Jordan, R\u00fcdiger Ilg, Ed T Bullmore, Michael D Greicius, Michael Czisch, Philipp G S\u00e4mann<br><strong><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S105381191500974X\">Validation of non-REM sleep stage decoding from resting state fMRI using linear support vector machines<\/a><br><\/strong><em>NeuroImage,&nbsp;<\/em><strong>2016, <\/strong>125, 544-555. doi: 10.1016\/j.neuroimage.2015.09.072<\/li>\n\n\n\n<li>Janine Arloth*, Daniel M Bader*, Simone R\u00f6h, Andre Altmann<br><strong><a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0139516\">Re-Annotator: Annotation Pipeline for Microarray Probe Sequences<\/a><\/strong><br><em>PLoS ONE<\/em>, <strong>2015<\/strong>, 10(10): e0139516. doi:10.1371\/journal.pone.0139516 <a href=\"http:\/\/biorxiv.org\/content\/early\/2015\/05\/21\/019596\">[preprint @ bioRxiv]<\/a><\/li>\n\n\n\n<li>Andre Altmann, Bernard Ng, Susan Landau, William Jagust, Michael D Greicius<br><strong><a href=\"http:\/\/brain.oxfordjournals.org\/content\/early\/2015\/09\/28\/brain.awv278\">Regional Brain Hypometabolism Is Unrelated to Regional Amyloid Plaque Burden<\/a><\/strong><br><em>Brain<\/em>, <strong>2015<\/strong>, 138 (12), 3743-3746. doi:&nbsp;<span style=\"color: #58595b;\">10.1093\/brain\/awv278<\/span><\/li>\n\n\n\n<li>Jonas Richiardi*, Andre Altmann*, Anna-Clare Milazzo, Catie Chang, M. Mallar Chakravarty, Tobias Banaschewski, Gareth J. Barker, Arun L.W. Bokde, Uli Bromberg, Christian Bu\u0308chel, Patricia Conrod, Mira Fauth-Bu\u0308hler, Herta Flor, Vincent Frouin, Ju\u0308rgen Gallinat, Hugh Garavan, Penny Gowland, Andreas Heinz, Herve\u0301 Lemai\u0302tre, Karl F. Mann, Jean-Luc Martinot, Frauke Nees, Toma\u0301s\u030c Paus, Zdenka Pausova, Marcella Rietschel, Trevor W. Robbins, Michael N. Smolka, Rainer Spanagel, Andreas Stro\u0308hle, Gunter Schumann, Mike Hawrylycz, Jean-Baptiste Poline, Michael D. Greicius and the IMAGEN consortium<br><strong><a href=\"http:\/\/www.sciencemag.org\/content\/348\/6240\/1241.abstract\">Correlated gene expression supports synchronous activity in brain networks<\/a><\/strong><br><em>Science<\/em>, <strong>2015<\/strong>, 348 (6240),1241-1244. doi: 10.1126\/science.1255905<\/li>\n\n\n\n<li>Janine Arloth, Ryan Bogdan, Peter Weber, Goar Frishman, Andreas Menke, Klaus V Wagner, Georgia Balsevich, Mathias V. Schmidt, Nazanin Karbalai, Darina Czamara, Andre Altmann, Dietrich Tr\u00fcmbach, Wolfgang Wurst, Divya Mehta, Manfred Uhr, Torsten Klengel, Angelika Erhardt, Caitlin E. Carey, Emily Drabant Conley, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (PGC), Andreas Ruepp, Bertram M\u00fcller-Myhsok, Ahmad R. Hariri, and Elisabeth B. Binder<br><strong><a href=\"http:\/\/www.cell.com\/neuron\/abstract\/S0896-6273(15)00473-0\">Genetic Differences in the Immediate Transcriptome Response to Stress Predict Risk-Related Brain Function and Psychiatric Disorders<\/a><\/strong><br><em>Neuron<\/em>, <strong>2015<\/strong>, 86(5):1189-1202. http:\/\/dx.doi.org\/10.1016\/j.neuron.2015.05.034<\/li>\n\n\n\n<li>Julia Brennd\u00f6rfer,&nbsp;Andr\u00e9 Altmann,&nbsp;Regina Widner-Andr\u00e4,&nbsp;Benno P\u00fctz,&nbsp;Darina Czamara,&nbsp;Erik Tilch,&nbsp;Tony Kam-Thong,&nbsp;Peter Weber,&nbsp;Monika Rex-Haffner,&nbsp;Thomas Bettecken,&nbsp;Andrea Bultmann,&nbsp;Bertram M\u00fcller-Myhsok,&nbsp;Elisabeth E Binder,&nbsp;Rainer Landgraf,&nbsp;Ludwig Czibere<br><strong><a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0128465\">Connecting Anxiety and Genomic Copy Number Variation: a Genome-Wide Analysis in Mice<\/a><\/strong><br><em>PLoS ONE<\/em>, <strong>2015<\/strong>, 10(5):e0128465. doi: 10.1371\/journal.pone.0128465.<\/li>\n\n\n\n<li>Andre Altmann, Lu Tian, Victor W Henderson, Michael D Greicius<br><strong><a href=\"http:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/ana.24135\/abstract\">Sex modifies <em>APOE<\/em>-related risk of developing Alzheimer&#8217;s Disease<\/a><\/strong><br><em>Annals of Neurology<\/em>,<strong> 2014<\/strong>, 75:563\u2013573. doi:&nbsp;10.1002\/ana.24135<\/li>\n\n\n\n<li>Christiana Labermaier, Christine Kohl, Jakob Hartmann, Christian Devigny, Andre Altmann, Peter Weber, Janine Arloth, Carina Quast, Klaus V Wagner, Sebastian H Scharf, Ludwig Czibere, Regina Widner-Andra\u0308, Julia Brenndo\u0308rfer, Rainer Landgraf, Felix Hausch, Ken A Jones, Marianne B&nbsp;Mu\u0308ller, Manfred Uhr, Florian Holsboer, Elisabeth B Binder, Mathias V Schmidt<br><a href=\"http:\/\/press.endocrine.org\/doi\/abs\/10.1210\/en.2013-1986\"><strong>A polymorphism in the crhr1 gene determines stress vulnerability in male mice<\/strong><\/a><br><em>Endocrinology<\/em>,<strong> 2014<\/strong>, 155(7):2492\u20132499. doi:&nbsp;10.1210\/en.2013-1986<\/li>\n\n\n\n<li>Leo Unger, Andre Altmann, Michael D Greicius<br><a href=\"http:\/\/link.springer.com\/article\/10.1007%2Fs11682-013-9272-x\"><strong>Apolipoprotein E, Gender, and Alzheimer&#8217;s Disease: An Overlooked, but Potent and Promising Interaction<\/strong><\/a><br><em>Brain Imaging and Behavior<\/em>, <strong>2014<\/strong>, <span style=\"color: #000000;\">8(2):262-73<\/span>. doi:10.1007\/s11682-013-9272-x<\/li>\n\n\n\n<li>Carina Quast, Serena Cuboni, Daniel Bader, Andr\u00e9 Altmann, Peter Weber, Janine Arloth, Simone R\u00f6h, Tanja Br\u00fcckl, Marcus Ising, Anna Kopczak, Angelika Erhardt, Felix Hausch, Susanne Lucae, Elisabeth Binder<br><strong><a href=\"http:\/\/www.plosone.org\/article\/info%3Adoi%2F10.1371%2Fjournal.pone.0068645\">Functional coding variants in SLC6A15, a possible risk gene for major depression<\/a><\/strong><br><em>PLoS ONE<\/em>, <strong>2013<\/strong>, 8(7):e68645. doi:10.1371\/journal.pone.0068645<\/li>\n\n\n\n<li>Divya Mehta, Torsten Klengel, Karen N Conneely, Alicia K Smith, Andre Altmann, Thaddeus W Pace, Monika Rex-Haffner, Anne Loeschner, Mariya Gonik, Kristina B Mercer, Bekh Bradley, Bertram M\u00fcller-Myhsok, Kerry J. Ressler, Elisabeth Binder<br><strong><a href=\"http:\/\/www.pnas.org\/content\/early\/2013\/04\/24\/1217750110.abstract\">Childhood maltreatment is associated with distinct genomic and epigenetic profiles in posttraumatic stress disorder<\/a><\/strong><br><em>PNAS<\/em>, <strong>2013<\/strong>,&nbsp;110(20): 8302\u20137. doi: 10.1073\/pnas.1217750110.<\/li>\n\n\n\n<li>Andre Altmann, Carina Quast, Peter Weber<br><strong><a href=\"http:\/\/link.springer.com\/article\/10.1007\/s11920-012-0333-4\">Detecting Rare Variants for Psychiatric Disorders Using Next Generation Sequencing: A Methods Primer<\/a><\/strong><br><em>Current Psychiatry Reports<\/em>, <strong>2012<\/strong>, 15:333. doi: 10.1007\/s11920-012-0333-4<\/li>\n\n\n\n<li>Benno Puetz, Tony Kam-Thong, Nazanin Karbalai, Andre Altmann, Bertram Mueller-Myhsok<br><strong><a href=\"http:\/\/www.schattauer.de\/en\/magazine\/subject-areas\/journals-a-z\/methods\/contents\/archive\/issue\/special\/manuscript\/19095.html\">Cost-effective GPU-Grid for Genome-wide Epistasis Calculations<\/a><\/strong><br><em>Methods of Information in Medicine<\/em>, <strong>2013<\/strong>, 53:93-97. doi: 10.3414\/ME11-02-0049<\/li>\n\n\n\n<li>Andre Altmann, Peter Weber, Daniel Bader, Michael Preuss, Elisabeth B Binder, Bertram Mueller-Myhsok<br><strong><a href=\"http:\/\/www.springerlink.com\/openurl.asp?genre=article&amp;id=doi:10.1007\/s00439-012-1213-z\">A Beginners Guide To SNP Calling From High-Throughput DNA-Sequencing Data<\/a><\/strong><br><em>Human Genetics<\/em>, <strong>2012<\/strong>, 131(10):1541-1554. doi: 10.1007\/s00439-012-1213-z<\/li>\n\n\n\n<li>Carina Quast, Andre Altmann, Janine Arloth, Daniel Bader, Angela Heck, Hildegard Pfister, Bertram Mueller-Myhsok, Angelika Erhardt, Elisabeth B Binder<br><strong><a href=\"http:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/ajmg.b.32096\/full\">Rare variants in TMEM132D in a case-control sample for panic disorder<\/a><\/strong><br><em>Am J Med Genet Part B<\/em>, <strong>2012<\/strong>, 159B(8):896-907. doi: 10.1002\/ajmg.b.32096<\/li>\n\n\n\n<li>Tony Kam-Thong*, Chloe-Agathe Azencott*, Lawrence Cayton, Benno Puetz, Andre Altmann, Nazanin Karbalai, Philipp G Saemann, Bernhard Schoelkopf, Bertram Mueller-Myhsok+, Karsten M. Borgwardt+<br><strong><a href=\"http:\/\/content.karger.com\/ProdukteDB\/produkte.asp?doi=10.1159\/000341885\">GLIDE: GPU-Based Linear Regression for Detection of Epistasis<\/a><\/strong><br><em>Hum Hered<\/em>, <strong>2012<\/strong>, 73:220-236. doi: 10.1159\/000341885<\/li>\n\n\n\n<li>Mark Oette, Eugen&nbsp;Sch\u00fclter, Michal Rosen-Zvi, Yardena Peres, Maurizio Zazzi, Anders S\u00f6nnerborg, Daniel Struck, Andre Altmann, Rolf Kaiser, the EuResist Network Study Group<br><strong><a href=\"http:\/\/content.karger.com\/ProdukteDB\/produkte.asp?Doi=332018\">Efficacy of Antiretroviral Therapy Switch in HIV-Infected Patients: A 10-Year Analysis of the EuResist Cohort<\/a><\/strong><br><em>Intervirology,<\/em> <strong>2012<\/strong>,&nbsp;55:160\u2013166. doi:10.1159\/000332018<\/li>\n\n\n\n<li>Maurizio Zazzi, Francesca Incardona, Michal Rosen-Zvi, Mattia Prosperi, Thomas Lengauer, Andre Altmann, Anders S\u00f6nnerborg, Tamar Lavee, Eugen&nbsp;Sch\u00fclter, Rolf Kaiser<br><strong><a href=\"http:\/\/content.karger.com\/produktedb\/produkte.asp?doi=332008\">Predicting Response to Antiretroviral treatment by Machine Learning: The EuResist Project<\/a><\/strong><br><em>Intervirology,<\/em> <strong>2012<\/strong>,&nbsp;55:123\u2013127. doi:10.1159\/000332008<\/li>\n\n\n\n<li>Glenn Lawyer, Andre Altmann, Alexander Thielen, Maurizio Zazzi, Anders S\u00f6nnerborg, Thomas Lengauer<br><strong><a href=\"http:\/\/www.aidsrestherapy.com\/content\/8\/1\/26\/abstract\">HIV-1 mutational pathways under multidrug therapy<\/a><\/strong><br><em>AIDS Research and Therapy<\/em>, <strong>2011<\/strong>, 8:26. doi:10.1186\/1742-6405-8-26<\/li>\n\n\n\n<li>Hiroto Saigo*, Andre Altmann*, Jasmina Bogojeska, Fabian M\u00fcller, Sebastian Nowozin, Thomas Lengauer<br><strong><a href=\"http:\/\/www.bepress.com\/sagmb\/vol10\/iss1\/art6\">Learning from past treatments and their outcome improves prediction of in vivo response to anti-HIV therapy<\/a><\/strong><br><em>Statistical Applications in Genetics and Molecular Biology<\/em>, <strong>2011<\/strong>, 10(1), art6. doi:10.2202\/1544-6115.1604<\/li>\n\n\n\n<li>Mattia CF Prosperi, Michal Rosen-Zvi, Andre Altmann, Maurizio Zazzi, Simona Di Giambenedetto, Rolf Kaiser, Eugen Sch\u00fclter, Daniel Struck, Peter Sloot, David A. van de Vijver, Anne-Mieke Vandamme, Anders S\u00f6nnerborg, for the EuResist and Virolab study groups<br><strong><a href=\"http:\/\/www.plosone.org\/article\/info%3Adoi%2F10.1371%2Fjournal.pone.0013753\">Antiretroviral Therapy Optimisation without Genotype Resistance Testing: A Perspective on Treatment History Based Models<\/a><\/strong><br><em> PLoS ONE<\/em>, <strong>2010<\/strong>, 5:10, e13753. doi:10.1371\/journal.pone.0013753<\/li>\n\n\n\n<li>Jasmina Bogojeska, Steffen Bickel, Andre Altmann, Thomas Lengauer<br><strong><a href=\"http:\/\/bioinformatics.oxfordjournals.org\/content\/26\/17\/2085.abstract\">Dealing with sparse data in predicting outcomes of HIV combination therapies <\/a><\/strong><br><em>Bioinformatics<\/em>, <strong>2010<\/strong>, 26:17, 2085-2092. doi:10.1093\/bioinformatics\/btq361<\/li>\n\n\n\n<li>Maurizio Zazzi, Rolf Kaiser, Anders S\u00f6nnerborg, Daniel Struck, Andre Altmann, Mattia Prosperi, Michal Rosen-Zvi, Andrea Petroczi, Yardena Peres, Eugen Sch\u00fclter, Charles Boucher, Francoise Brun-Vezinet, Richard Harigan, Lynn Morris, Martin Obermeier, Carlo Federico Perno, Robert Shafer, Anne-Mieke Vandamme, Kristel van Laethem, Annemarie Wensing, Thomas Lengauer, Francesca Incardona<br><strong><a href=\"http:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/j.1468-1293.2010.00871.x\/pdf\">Prediction of Response to Antiretroviral Therapy by Human Experts and by the EuResist Data-Driven Expert System (the EVE Study)<\/a><\/strong><br><em>HIV Medicine<\/em>, <strong>2010<\/strong>. doi:10.1111\/j.1468-1293.2010.00871.x<\/li>\n\n\n\n<li>Andre Altmann*, Laura Tolosi*, Oliver Sander, Thomas Lengauer<br><strong><a href=\"http:\/\/bioinformatics.oxfordjournals.org\/cgi\/content\/abstract\/btq134?ijkey=abSaG3ZxNZCjzM2&amp;keytype=ref\">Permutation importance: a corrected feature importance measure<\/a><\/strong><br><em>Bioinformatics<\/em>, <strong>2010<\/strong>, 26:10, 1340-1347. doi:10.1093\/bioinformatics\/btq134<br><a href=\"https:\/\/github.com\/andrealtmann\/PIMP\"><strong>Source Code (on GitHub)<\/strong><\/a> <\/li>\n\n\n\n<li>Hendrik Weisser, Andre Altmann, Saleta Sierra, Francesca Incardona, Daniel Struck, Anders S\u00f6nnerborg, Rolf Kaiser, Maurizio Zazzi, Monika Tschochner, Hauke Walter, Thomas Lengauer<br><strong><a href=\"http:\/\/dx.plos.org\/10.1371\/journal.pone.0009044\">Only slight impact of predicted replicative capacity for therapy response prediction<\/a><\/strong><br><em>PLoS ONE<\/em>, <strong>2010<\/strong>, 5:2, e9044. doi:10.1371\/journal.pone.0009044<\/li>\n\n\n\n<li>Thomas Lengauer, Andre Altmann, Alexander Thielen, Rolf Kaiser<br><strong><a href=\"http:\/\/cacm.acm.org\/magazines\/2010\/3\/76289-chasing-the-aids-virus\/fulltext\">Chasing the AIDS virus<\/a><\/strong><br><em>Communications of the ACM<\/em>, <strong>2010<\/strong>, 53:3, 66-74. doi:10.1145\/1666420.1666440<\/li>\n\n\n\n<li>Thomas Lengauer, Andre Altmann, Alexander Thielen<br><strong><a href=\"http:\/\/bioinf.mpi-inf.mpg.de\/homepage\/publications.php?&amp;account=altmann\">Bioinformatische Unterst\u00fctzung der Auswahl von HIV-Therapien<\/a><\/strong><br><em>Informatik-Spektrum<\/em>, <strong>2009<\/strong>, 32:4, 320-331. doi:10.1007\/s00287-009-0352-7<\/li>\n\n\n\n<li>Nadine Sichtig, Saleta Sierra, Rolf Kaiser, Martin D\u00e4umer, Stefan Reuter, Eugen Sch\u00fclter, Andre Altmann, Gerd F\u00e4tkenheuer, Ulf Dittmer, Herbert Pfister, Stefan Esser<br><strong><a href=\"http:\/\/jac.oxfordjournals.org\/cgi\/content\/full\/dkp153?ijkey=3DFkignECudxq8jpM&amp;keytype=3Dref\">Evolution of Raltegravir Resistance During Therapy<\/a><\/strong><br><em>Journal of Antimicrobial Chemotherapy<\/em>, <strong>2009<\/strong>, 64, 25-32. doi:10.1093\/jac\/dkp153<\/li>\n\n\n\n<li>Mattia CF Prosperi, Andre Altmann, Michal Rosen-Zvi, Ehud Aharoni, Gabor Borgulya, Fulop Bazso, Anders S\u00f6nnerborg, Yarenda Peres, Eugen Sch\u00fclter, Daniel Struck, Giovanni Ulivi, Francesca Incardona, Anne-Mieke Vandamme, J\u00fcrgen Vercauteren and Maurizio Zazzi for the EuResist and Virolab study groups<br><strong><a href=\"http:\/\/www.intmedpress.com\/journals\/avt\/abstract.cfm?id=72&amp;pid=88\">Investigation of Expert Rule Bases, Logistic Regression, and Non-Linear Machine Learning Techniques for Predicting Response to Antiretroviral Treatment<\/a><\/strong><br><em>Antiviral Thearapy<\/em>, <strong>2009<\/strong>, 14: 433-442.<\/li>\n\n\n\n<li>Andre Altmann*, Tobias Sing*, Hans Vermeiren, Bart Winters, Elke Van Craenenbroeck, Koen Van der Borght, Soo-Yon Rhee, Robert W Shafer, Eugen Sch\u00fclter, Rolf Kaiser, Yardena Peres, Anders S\u00f6nnerborg, W Jeffrey Fessel, Francesca Incardona, Maurizio Zazzi, Lee Bacheler, Herman Van Vlijmen, Thomas Lengauer<br><strong><a href=\"http:\/\/www.intmedpress.com\/journals\/avt\/abstract.cfm?id=77&amp;pid=88\">Advantages of Predicted Phenotypes and Statistical Learning Models in Inferring Virological Response to Antiretroviral Therapy from HIV Genotype<\/a><\/strong><br><em>Antiviral Thearapy<\/em>, <strong>2009<\/strong>, 14: 273-283.<\/li>\n\n\n\n<li>Andre Altmann, Martin D\u00e4umer, Niko Beerenwinkel, Yardena Peres, Eugen Sch\u00fclter, Joachim B\u00fcch, Soo-Yon Rhee, Anders S\u00f6nnerborg, Jeffrey Fessel, Robert W Shafer, Maurizio Zazzi, Rolf Kaiser and Thomas Lengauer<br><strong><a href=\"http:\/\/www.mpi-inf.mpg.de\/%7Ealtmann\/download\/JID_eweb_Altmann.pdf\">Predicting response to combination antiretroviral therapy: retrospective validation of geno2pheno-THEO on a large clinical database<\/a><\/strong><br><em>Journal of Infectious Diseases<\/em>, <strong>2009<\/strong>, 199(7), 999-1006.<\/li>\n\n\n\n<li>Andre Altmann, Michal Rosen-Zvi , Mattia Prosperi, Ehud Aharoni, Hani Neuvirth, Anders S\u00f6nnerborg, Eugen Sch\u00fclter, Joachim B\u00fcch, Daniel Struck, Yardena Peres, Francesca Incardona, Rolf Kaiser, Maurizio Zazzi and Thomas Lengauer<br><strong><a href=\"http:\/\/dx.plos.org\/10.1371\/journal.pone.0003470\">Comparison of Classifier Fusion Methods for Predicting Response to Anti HIV-1 Therapy<\/a><\/strong><br><em>PLoS ONE<\/em>, <strong>2008<\/strong>, 3(10): e3470.<\/li>\n\n\n\n<li>Jasmina Bogojeska, Adrian Alexa, Andre Altmann, Thomas Lengauer and J\u00f6rg Rahnenf\u00fchrer<br><strong><a href=\"http:\/\/bioinformatics.oxfordjournals.org\/cgi\/content\/short\/24\/20\/2391\">Rtreemix: an R package for estimating evolutionary pathways and genetic progression scores<\/a><\/strong><br><em>Bioinformatics<\/em>, <strong>2008<\/strong>, 24 (20): 2391.<\/li>\n\n\n\n<li>Andre Altmann, Niko Beerenwinkel, Tobias Sing, Igor Savenkov, Martin D\u00e4umer, Rolf Kaiser, Soo-Yon Rhee, W Jeffrey Fessel, Robert W Shafer and Thomas Lengauer<br><strong><a href=\"http:\/\/www.intmedpress.com\/serveFile.cfm?sUID=f604965e-4c7e-4e01-9deb-c1901ef5dcfc\">Improved prediction of response to antiretroviral combination therapy using the genetic barrier to drug resistance<\/a><\/strong><br><em>Antiviral Therapy<\/em>, <strong>2007<\/strong>, 12 (2):169-178.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Conference Papers<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Ana Lawry Aguila, James Chapman, Andre Altmann<br><strong><a href=\"https:\/\/arxiv.org\/abs\/2303.12706\">Multi-modal Variational Autoencoders for normative modelling across multiple imaging modalities<\/a><\/strong><br>International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), <strong>2023<\/strong>. [<a href=\"https:\/\/arxiv.org\/abs\/2303.12706\">pre-print<\/a>]<\/li>\n\n\n\n<li>Ana Lawry Aguila, James Chapman, Mohammed Janahi, Andre Altmann<br><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-16431-6_41\"><strong>Conditional VAEs for Confound Removal and Normative Modelling of Neurodegenerative Diseases.<\/strong><\/a> <br><em>International Conference on Medical Image Computing and Computer-Assisted Intervention<\/em> (MICCAI), <strong>2022<\/strong>, 430-440. <\/li>\n\n\n\n<li>Heba Elshatoury, Federica Cruciani, Francesco Zumerle, Silvia F Storti, Andr\u00e9 Altmann, Marco Lorenzi, Gholamreza Anbarjafari, Gloria Menegaz, Ilaria Boscolo Galazzo<br><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/9508487\"><strong>Disentangling the association between genetics and functional connectivity in Mild Cognitive Impairment<\/strong><\/a><br><em>IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)<\/em>, <strong>2021<\/strong>, 1-4.<\/li>\n\n\n\n<li>Santiago Silva, Andre Altmann, Boris Gutman, Marco Lorenzi<br><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-60548-3_20\"><strong>Fed-BioMed: A General Open-Source Frontend Framework for Federated Learning in Healthcare.<\/strong><\/a><br><em>Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning. DART 2020, DCL 2020.<\/em> <strong>2020<\/strong>, Lecture Notes in Computer Science, vol 12444. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-030-60548-3_20<\/li>\n\n\n\n<li>Andre Altmann, Janaina&nbsp;Mourao-Miranda<br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8759284\"><strong>Evidence for bias of genetic ancestry in resting state functional MRI<\/strong><\/a><br><em>IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019)<\/em>, <strong>2019<\/strong>, 275 &#8211; 279. <em>doi: 10.1109\/ISBI.2019.8759284<\/em><\/li>\n\n\n\n<li>Santiago Silva,&nbsp;Boris Gutman,&nbsp;Eduardo Romero,&nbsp;Paul M Thompson,&nbsp;Andre Altmann,&nbsp;Marco Lorenzi<br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/8759317\"><strong>Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data<\/strong><\/a><br><em>IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019)<\/em>, <strong>2019<\/strong>, 270 &#8211; 274. <em>doi: 10.1109\/ISBI.2019.8759317<\/em><\/li>\n\n\n\n<li>Marco Lorenzi, Boris Gutman, Paul M Thompson, Daniel C Alexander, Sebastien Ourselin,&nbsp;Andre Altmann<br><strong><a href=\"http:\/\/dx.doi.org\/10.1117\/12.2256799\">Secure multivariate large-scale multi-centric analysis through on-line learning: an imaging genetics case study<\/a><br><\/strong><em>12th International Symposium on Medical Information Processing and Analysis (SIPAIM 2016), <strong>2016<\/strong>. doi:&nbsp;10.1117\/12.2256799<\/em><\/li>\n\n\n\n<li>Marco Lorenzi, Boris Gutman, Derrek P Hibar, Andre Altmann, Neda Jahanashad, Paul M Thompson, Sebastien Ourselin<br><strong><a>Partial Least Squares Modelling For Imaging-Genetics in Alzheimer&#8217;s Disease: Plausibility and Generalization<\/a><\/strong><br><em>International Symposium on Biomedical Imaging (ISBI 2016)<\/em>, <strong>2016<\/strong>. doi:&nbsp;10.1109\/ISBI.2016.7493396<\/li>\n\n\n\n<li>Bernard Ng, Anna-Claire Milazzo, Andre Altmann<br><strong><a href=\"http:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-24888-2_6\">Node-based Gaussian Graphical Model for Identifying Discriminative Brain Regions from Connectivity Graphs<\/a><\/strong><br><em>Machine Learning in Medical Imaging,<\/em>&nbsp;<em>Lecture Notes in Computer Science,<\/em> <strong>2015<\/strong>, 9352:44-51.&nbsp;doi:10.1007\/978-3-319-24888-2_6 [<a href=\"http:\/\/www.altmann.eu\/documents\/371355_1_En_6_Chapter_Author.pdf\" data-type=\"URL\" data-id=\"http:\/\/www.altmann.eu\/documents\/371355_1_En_6_Chapter_Author.pdf\">PDF<\/a>]<br><strong>Best Paper Award!<\/strong><\/li>\n\n\n\n<li>Andre Altmann, Bernard Ng<br><strong><a href=\"http:\/\/ieeexplore.ieee.org\/xpl\/login.jsp?tp=&amp;arnumber=7270840&amp;url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D7270840\">Joint Feature Extraction from Functional Connectivity Graphs with Multi-task Feature Learning<\/a><\/strong><br><em>PRNI 2015<\/em>, <strong>2015<\/strong>. doi:10.1109\/PRNI.2015.17<\/li>\n\n\n\n<li>Jonas Richiardi, Andre Altmann, Michael Greicius<br><strong><a href=\"http:\/\/ieeexplore.ieee.org\/xpls\/abs_all.jsp?arnumber=6603559&amp;tag=1\">Two test statistics for cross-modal graph community significance<\/a>&nbsp;<a href=\"http:\/\/www.altmann.eu\/documents\/PNRI2013_article_published.pdf\">[pdf]<\/a><\/strong><br><em>PRNI 2013<\/em>, <strong>2013<\/strong>. doi:10.1109\/PRNI.2013.27<\/li>\n\n\n\n<li>Andre Altmann, Peter Weber, Carina Quast, Monika Rex-Haffner, Elisabeth B Binder, Bertram M\u00fcller-Myhsok<br><strong><a href=\"http:\/\/bioinformatics.oxfordjournals.org\/content\/27\/13\/i77.full.pdf+html\">vipR: variant identification in pooled DNA using R<\/a><\/strong><br><em>Bioinformatics<\/em>, <strong>2011<\/strong>, 27 (13):i77-84. doi:10.1093\/bioinformatics\/btr205 <a href=\"https:\/\/www.youtube.com\/watch?v=C3UB1nU_7Mc\">[conference presentation]<\/a><\/li>\n\n\n\n<li>Juliane Perner , Andre Altmann and Thomas Lengauer<br><strong><a href=\"http:\/\/subs.emis.de\/LNI\/Proceedings\/Proceedings157\/article5368.html\">Semi-Supervised Learning for Improving Prediction of HIV Drug Resistance<\/a><\/strong><br><em>Lecture Notes in Informatics (Proceedings of GCB2009<\/em>), <strong>2009<\/strong><\/li>\n\n\n\n<li>Michal Rosen-Zvi , Andre Altmann, Mattia Prosperi, Ehud Aharoni, Hani Neuvirth, Anders S\u00f6nnerborg, Eugen Sch\u00fclter, Daniel Struck, Yardena Peres, Francesca Incardona, Rolf Kaiser, Maurizio Zazzi and Thomas Lengauer<br><strong><a href=\"http:\/\/bioinformatics.oxfordjournals.org\/cgi\/reprint\/24\/13\/i399.pdf\">Selecting anti-HIV therapies based on a variety of genomic and clinical factors<\/a><\/strong><br><em>Bioinformatics<\/em>, <strong>2008<\/strong>, 24 (13):i399-406.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Preprints<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Andre&nbsp;Altmann,&nbsp;DavidM&nbsp;Cash, Martina&nbsp;Bocchetta, Carolin&nbsp;Heller, Regina&nbsp;Reynolds, Katrina&nbsp;Moore, Rhian S&nbsp;Convery, David L&nbsp;Thomas, John&nbsp;van Swieten, Fermin&nbsp;Moreno, Raquel&nbsp;Sanchez-Valle, Barbara&nbsp;Borroni, Robert&nbsp;Laforce&nbsp;Jr, Mario&nbsp;Masellis, Maria Carmela&nbsp;Tartaglia, Caroline&nbsp;Graff, Daniela&nbsp;Galimberti, James B.&nbsp;Rowe, Elizabeth&nbsp;Finger, Matthis&nbsp;Synofzik, Rik&nbsp;Vandenberghe, Alexandre&nbsp;de Mendon\u00e7a, Fabrizio&nbsp;Tagliavini, Isabel&nbsp;Santana, Simon&nbsp;Ducharme, Chris&nbsp;Butler, Alex&nbsp;Gerhard, Johannes&nbsp;Levin, Adrian&nbsp;Danek, Giovanni&nbsp;Frisoni, Roberta&nbsp;Ghidoni, Sandro&nbsp;Sorbi, Markus&nbsp;Otto, Mina&nbsp;Ryten, Jonathan D&nbsp;Rohrer, on behalf of the Genetic FTD Initiative, GENFI<br><a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/2019.12.11.872143v1\"><strong>Analysis of brain atrophy and local gene expression implicates astrocytes in Frontotemporal dementia<\/strong><\/a><br>bioRxiv, <strong>2019<\/strong> (dec), doi: 10.1101\/2019.12.11.872143<\/li>\n\n\n\n<li>Marzia Antonella&nbsp;Scelsi,&nbsp;Valerio&nbsp;Napolioni,&nbsp;Michael D&nbsp;Greicius,&nbsp;Andre&nbsp;Altmann,&nbsp;Alzheimer&#8217;s Disease Neuroimaging Initiative,&nbsp;Alzheimer&#8217;s Disease Sequencing Project<br><a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/781203v1\"><strong>Network propagation of rare mutations in Alzheimer&#8217;s disease reveals tissue-specific hub genes and communities <\/strong><\/a><br>bioRxiv, <strong>2019<\/strong> (sep), doi:&nbsp;https:\/\/doi.org\/10.1101\/781203<\/li>\n\n\n\n<li>Paul M Thompson, &#8230;, Andre Altmann, &#8230;, Vladimir Zelman<br><a href=\"https:\/\/psyarxiv.com\/qnsh7\"><strong>ENIGMA and Global Neuroscience: A Decade of Large-Scale Studies of the Brain in Health and Disease across more than 40 Countries<\/strong><br><\/a>PsyArxiv, <strong>2019<\/strong>, doi: https:\/\/doi.org\/10.31234\/osf.io\/qnsh7 <\/li>\n\n\n\n<li>Leon M Aksman, Marzia A Scelsi, Andre F Marquand, Daniel C Alexander, Sebastien Ourselin, Andre Altmann<br><strong><a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/593459v1\">Modeling longitudinal imaging biomarkers with parametric Bayesian multi-task learning<\/a><\/strong><br><span class=\"highwire-cite-metadata-journal highwire-cite-metadata\">bioRxiv, <strong>2019<\/strong> (mar),&nbsp; <span class=\"doi_label\">doi:<\/span>&nbsp;https:\/\/doi.org\/10.1101\/593459<\/span><\/li>\n\n\n\n<li><span class=\"highwire-citation-author has-tooltip hasTooltip\" data-delta=\"20\" data-hasqtip=\"9\"><span class=\"highwire-citation-author has-tooltip hasTooltip\" data-delta=\"20\" data-hasqtip=\"9\"><span class=\"nlm-surname\">Joseph Jacob, Brian J Bartholmai, Coline H.M. van Moorsel, Srinivasan Rajagopalan, Anand Devaraj, Hendrik W van Es, Teng Moua, Frouke T van Beek, Ryan Clay, Marcel Veltkamp, Maria Kokosi, Angelo de Lauretis, Eoin P Judge, Teresa Burd, Tobias Peikert, Ronald Karwoski, Fabien Maldonado, Elisabetta Renzoni, Toby M Maher, Andre Altmann, Athol U Wells<br><\/span><\/span><\/span><strong><a href=\"https:\/\/www.biorxiv.org\/content\/early\/2018\/12\/13\/493544\">Longitudinal prediction of outcome in idiopathic pulmonary fibrosis using automated CT analysis<\/a><br><\/strong>bioRxiv, <strong>2018<\/strong> (dec), doi:&nbsp;https:\/\/doi.org\/10.1101\/493544<\/li>\n\n\n\n<li><span class=\"highwire-citation-author has-tooltip hasTooltip\" data-delta=\"97\" data-hasqtip=\"11\"><span class=\"highwire-citation-author has-tooltip hasTooltip\" data-delta=\"97\" data-hasqtip=\"11\"><span class=\"nlm-surname\">Andre Altmann, Mina Ryten, Martina Di Nunzio, Teresa Ravizza, Daniele Tolomeo, Regina H Reynolds, Alyma Somani, Marco Bacigaluppi, Valentina Iori, Edoardo Micotti, Juan A Botia, Julie Absil, Saud Alhusaini, Marina K. M. Alvim, Pia Auvinen, Nuria Bargallo, Emanuele Bartolini, Benjamin Bender, Felipe Bergo, Tauana Bernardes, Andrea Bernasconi, Neda Bernasconi, Boris C Bernhardt, Karen Blackmon, Barbara Braga, Maria E Caligiuri, Anna Cavalo, Chad Carlson, Sarah Carr, Gianpiero Cavalleri, Fernando Cendes, Jian Chen, Shuai Chen, Andrea Cherubini, Luis Concha, Philippe David, Norman Delanty, Chantal Depondt, Orrin Devinsky, Colin P Doherty, Martin Domin, Niels Focke, Sonya Foley, Wendy Franca, Antonio Gambardella, Renzo Guerrini, Khalid Hamandi, Derrek P Hibar, Dmitry Y Isaev, Graeme Jackson, Neda Jahanshad, Reetta Kalviainen, Simon Keller, Peter Kochunov, Raviteja Kotikalapudi, Magdalena A Kowalczyk, Ruben Kuzniecky, Patrick Kwan, Angelo Labate, Soenke Langer, Matteo Lenge, Min Liu, Pascal Martin, Mario Mascalchi, Stefano Meletti, Marcia E Morita, Terence J O&#8217;Brien, Jose C Pariente, Mark P Richardson, Raul Rodriguez-Cruces, Christian Rummel, Taavi Saavalainen, Mira K Semmelroch, Mariasavina Severino, Pasquale Striano, Thomas Thesen, Rhys H Thomas, Manuela Tondelli, Domenico Tortora, Anna Elisabetta Vaudano, Lucy Vivash, Felix von Podewils, Jan Wagner, Bernd Weber, Roland Wiest, Clarissa L Yasuda, Guohao Zhang, Junsong Zhang, ENIGMA-Epilepsy Working Group, Costin Leu, Andreja Avbersek, EpiPGX Consortium, Maria Thom, Christopher D Whelan, Paul Thompson, Carrie McDonald, Annamaria Vezzani, Sanjay M Sisodiya<br><strong><a href=\"https:\/\/www.biorxiv.org\/content\/early\/2018\/11\/14\/470518\">A systems-level analysis highlights microglial activation as a modifying factor in common forms of human epilepsy<\/a><br><\/strong><\/span><\/span><\/span>bioRxiv, <strong>2018<\/strong> (nov), doi:&nbsp;https:\/\/doi.org\/10.1101\/470518<\/li>\n\n\n\n<li>Andre&nbsp;Altmann,&nbsp;&nbsp;Janaina&nbsp;Mourao-Miranda<br><a href=\"https:\/\/www.biorxiv.org\/content\/early\/2018\/10\/11\/440776\"><strong>Evidence for bias of genetic ancestry in resting state functional MRI<\/strong><\/a><br><em>bioRxiv<\/em>, <strong>2018<\/strong> (oct), doi:&nbsp;10.1101\/440776<\/li>\n\n\n\n<li>Santiago Silva,&nbsp;Boris Gutman,&nbsp;Eduardo Romero,&nbsp;Paul M Thompson,&nbsp;Andre Altmann,&nbsp;Marco Lorenzi<br><a href=\"https:\/\/arxiv.org\/abs\/1810.08553\"><strong>Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data<\/strong><\/a><br><em>arXiv<\/em>, <strong>2018<\/strong> (Oct), doi:<\/li>\n\n\n\n<li>Vasiliki Chatzi, Rui Pedro AG Teixeira, John Shawe-Taylor, Andre Altmann, Owen G O&#8217;Daly, Daan Christiaens, Jessica Schrouff, J-Donald Tournier<br><a href=\"https:\/\/www.biorxiv.org\/content\/early\/2018\/06\/28\/357954\"><strong>Grey matter biomarker identification in Schizophrenia: detecting regional alterations and their underlying substrates<\/strong><\/a><br><em>bioRxiv<\/em>, <strong>2018<\/strong> (June),&nbsp;doi: 10.1101\/357954<\/li>\n\n\n\n<li>Jonas Richiardi, Andre Altmann, Michael D Greicius<br><a href=\"https:\/\/www.biorxiv.org\/content\/early\/2017\/05\/01\/132746\"><strong>Distance Is Not Everything In Imaging Genomics Of Functional Networks: Reply To A Commentary <\/strong><em><strong>On&nbsp;Correlated Gene Expression Supports Synchronous Activity In Brain Networks<\/strong><br><\/em><\/a><em>bioRxiv<\/em>, <strong>2017<\/strong> (May),&nbsp;&nbsp;doi: 10.1101\/132746<\/li>\n\n\n\n<li>Janine Arloth, Daniel M Bader, Simone R\u00f6h, Andre Altmann<br><strong><a href=\"http:\/\/biorxiv.org\/content\/early\/2015\/05\/21\/019596\">Re-Annotator: Annotation Pipeline for Microarrays<\/a><\/strong><br><em>bioRxiv<\/em>, <strong>2015<\/strong>, doi:10.1101\/019596<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Book Chapters<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Marco Lorenzi, Marie Deprez, Irene Balelli, Ana L. Aguila, and Andre Altmann<br><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/books\/NBK597470\/\"><strong>Integration of Multimodal Data<\/strong><\/a><br><em>In Machine Learning for Brain Disorders<\/em>, <em>Series: Neuromethods, Vol. 197<\/em>,  Springer, <strong>2023<\/strong>, Editor: &nbsp;Olivier Colliot.<\/li>\n\n\n\n<li>Jessica S. Damoiseaux, Andre Altmann, Jonas Richiardi, and Sepideh Sadaghiani<br><a href=\"https:\/\/psyarxiv.com\/u4y8s\/\"><strong>Applications of MRI Connectomics<\/strong><\/a><br><em>PsyArXiv.<\/em> March 1. doi:10.31234\/osf.io\/u4y8s.<\/li>\n\n\n\n<li>Marco Lorenzi, Andre Altmann<br><strong><a href=\"https:\/\/www.elsevier.com\/books\/medical-image-analysis\/frangi\/978-0-12-813657-7\">Imaging Genetics<\/a><\/strong><br><em>in Medical Image Analysis (1st Edition)<\/em>, September <strong>2023<\/strong><br>Editors: A Frangi, J Prince J, &nbsp;M Sonka<\/li>\n\n\n\n<li>Andre Altmann, Peter Weber<br><strong><a href=\"http:\/\/www.springer.com\/biomed\/neuroscience\/book\/978-1-4939-2246-8\">Targeted Re-Sequencing in Psychiatric Disorders<\/a><\/strong><br><em>in Applied Neurogenomics, Series: Neuromethods, Vol. 97, Springer<\/em> <strong>2015<\/strong> Editor: Jain, Kewal K.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Theses<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Andre Altmann<br><strong><a href=\"http:\/\/www.altmann.eu\/documents\/Dissertation_Altmann_20100606.pdf\">Bioinformatical Approaches to Ranking of anti-HIV Therapies and Planning of Treatment Schedules<\/a><\/strong><br><em>PhD Thesis, Saarland University, Saarbr\u00fccken, Germany<\/em>, <strong>2010<\/strong>.<\/li>\n\n\n\n<li>Andre Altmann<br><strong><a href=\"http:\/\/www.altmann.eu\/documents\/diplom.ps.gz\">Lattice Rescoring and Log-Linear System Combination<\/a><\/strong><br><em>Diploma Thesis, RWTH Aaachen, Aachen, Germany<\/em>, <strong>2005<\/strong>.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>This is a listing of published papers (PubMed, Google Scholar, ORCID, ResearchGate, ). Articles marked with * appeared with the note &#8220;These authors contributed equally&#8221;. Scroll to the bottom of the list for articles that appeared as part of conference proceedings. Journal Papers Conference Papers Preprints Book Chapters Theses<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"http:\/\/www.altmann.eu\/research\/index.php?rest_route=\/wp\/v2\/pages\/4","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.altmann.eu\/research\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.altmann.eu\/research\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.altmann.eu\/research\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.altmann.eu\/research\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4"}],"version-history":[{"count":140,"href":"http:\/\/www.altmann.eu\/research\/index.php?rest_route=\/wp\/v2\/pages\/4\/revisions"}],"predecessor-version":[{"id":601,"href":"http:\/\/www.altmann.eu\/research\/index.php?rest_route=\/wp\/v2\/pages\/4\/revisions\/601"}],"wp:attachment":[{"href":"http:\/\/www.altmann.eu\/research\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}