Junhao Wen

According to our database, Junhao Wen authored at least 39 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Interpretable deep clustering survival machines for Alzheimer's disease subtype discovery.

Bojian Hou, Zixuan Wen, Jingxuan Bao, Richard Zhang, Boning Tong, Shu Yang, Junhao Wen, Yuhan Cui, Jason H. Moore, Andrew J. Saykin, Heng Huang, Paul M. Thompson, Marylyn D. Ritchie, Christos Davatzikos, Li Shen

Medical Image Anal., 2024

Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning.

Junhao Wen, Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang, Christos Davatzikos

CoRR, 2024

Multiscale Estimation of Morphometricity for Revealing Neuroanatomical Basis of Cognitive Traits.

Zixuan Wen, Jingxuan Bao, Shu Yang, Junhao Wen, Qipeng Zhan, Yuhan Cui, Güray Erus, Zhijian Yang, Paul M. Thompson, Yize Zhao, Christos Davatzikos, Li Shen

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Mutually-Constrained Cross-Sectional and Longitudinal Non-Negative Matrix Factorization: Application to Modeling Brain Aging Trajectories.

Ioanna Skampardoni, Junhao Wen, Güray Erus, Haochang Shou, Konstantina S. Nikita, Christos Davatzikos

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease.

Jingxuan Bao, Junhao Wen, Zixuan Wen, Shu Yang, Yuhan Cui, Zhijian Yang, Güray Erus, Andrew J. Saykin, Qi Long, Christos Davatzikos, Li Shen

NeuroImage, October, 2023

Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study.

Zhen Zhou, Hongming Li, Dhivya Srinivasan, Ahmed Abdulkadir, Ilya M. Nasrallah, Junhao Wen, Jimit Doshi, Güray Erus, Elizabeth Mamourian, R. Nick Bryan, David A. Wolk, Lori L. Beason-Held, Susan M. Resnick, Theodore D. Satterthwaite, Christos Davatzikos, Haochang Shou, Yong Fan

NeuroImage, April, 2023

Applications of generative adversarial networks in neuroimaging and clinical neuroscience.

Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Sai Spandana Chintapalli, Ioanna Skampardoni, Lasya P. Sreepada, Dushyant Sahoo, Konstantina S. Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos

NeuroImage, April, 2023

Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering.

Zhijian Yang, Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Güray Erus, Elizabeth Mamourian, Randa Melhem, Dhivya Srinivasan, Sindhuja T. Govindarajan, Jiong Chen, Mohamad Habes, Colin L. Masters, Paul Maruff, Jurgen Fripp, Luigi Ferrucci, Marilyn S. Albert, Sterling C. Johnson, John C. Morris, Pamela LaMontagne, Daniel S. Marcus, Tammie L. S. Benzinger, David A. Wolk, Li Shen, Jingxuan Bao, Susan M. Resnick, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos

CoRR, 2023

Shape analysis of amygdala atrophy using SPHARM-OT.

Zexuan Wang, Jiong Chen, Wenxi Yang, Sumita Garai, Frederick H. Xu, Junhao Wen, Christos Davatzikos, Li Shen

Proceedings of the Medical Imaging 2023: Image Processing, 2023

2022

nipy/nipype: 1.8.3.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Martin Nørgaard, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, James D. Kent, Erin Benderoff, Drew Erickson, Maria de Fatima Dias, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Andrea Dell'Orco, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Serge Koudoro, Arman Eshaghi, K. Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Lea Waller, Aimi Watanabe, David Mordom, Jérémy Guillon, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross Markello, Ashley Gillman, Fabio Bernardoni, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Ghislain Vaillant, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Zvi Baratz, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, Gal Ben-Zvi, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gavin Cooper, Hrvoje Stojic, Tan Hui Qian, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Xihe Xie, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Paul Kuntke, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao Wen, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Rinat Mukhometzianov, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Blaise Frederick, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Iván González, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Sebastian Urchs, Sunjae Shim, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, July, 2022

nipy/nipype: 1.8.1.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Martin Nørgaard, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, James D. Kent, Erin Benderoff, Drew Erickson, Maria de Fatima Dias, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Andrea Dell'Orco, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Serge Koudoro, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Lea Waller, Aimi Watanabe, David Mordom, Jérémy Guillon, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross Markello, Ashley Gillman, Fabio Bernardoni, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Zvi Baratz, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gal Ben-Zvi, Gavin Cooper, Hrvoje Stojic, Tan Hui Qian, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Xihe Xie, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Paul Kuntke, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Ghislain Vaillant, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao Wen, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Rinat Mukhometzianov, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Blaise Frederick, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Iván González, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Sebastian Urchs, Sunjae Shim, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, May, 2022

nipy/nipype: 1.8.0.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Martin Nørgaard, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, James D. Kent, Erin Benderoff, Drew Erickson, Maria de Fatima Dias, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Andrea Dell'Orco, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Serge Koudoro, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Lea Waller, Aimi Watanabe, David Mordom, Jérémy Guillon, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross Markello, Ashley Gillman, Fabio Bernardoni, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Zvi Baratz, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gal Ben-Zvi, Gavin Cooper, Hrvoje Stojic, Tan Hui Qian, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Xihe Xie, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Paul Kuntke, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Ghislain Vaillant, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao Wen, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Rinat Mukhometzianov, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Blaise Frederick, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Iván González, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Sebastian Urchs, Sunjae Shim, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, May, 2022

nipy/nipype: 1.7.1.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, Erin Benderoff, Drew Erickson, Maria de Fatima Dias, James D. Kent, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Andrea Dell'Orco, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Serge Koudoro, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Lea Waller, Aimi Watanabe, David Mordom, Jérémy Guillon, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross D. Markello, Ashley Gillman, Fabio Bernardoni, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Zvi Baratz, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gal Ben-Zvi, Gavin Cooper, Hrvoje Stojic, Tan Hui Qian, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Xihe Xie, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Paul Kuntke, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao Wen, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Rinat Mukhometzianov, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Iván González, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Sebastian Urchs, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, April, 2022

Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes.

Junhao Wen, Erdem Varol, Aristeidis Sotiras, Zhijian Yang, Ganesh B. Chand, Güray Erus, Haochang Shou, Ahmed Abdulkadir, Gyujoon Hwang, Dominic B. Dwyer, Alessandro Pigoni, Paola Dazzan, René S. Kahn, Hugo G. Schnack, Marcus V. Zanetti, Eva M. Meisenzahl, Geraldo F. Busatto, Benedicto Crespo-Facorro, Romero-Garcia Rafael, Christos Pantelis, Stephen J. Wood, Chuanjun Zhuo, Russell T. Shinohara, Yong Fan, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Nikolaos Koutsouleris, Daniel H. Wolf, Christos Davatzikos

Medical Image Anal., 2022

Subtyping brain diseases from imaging data.

Junhao Wen, Erdem Varol, Zhijian Yang, Gyujoon Hwang, Dominique Dwyer, Anahita Fathi Kazerooni, Paris Alexandros Lalousis, Christos Davatzikos

CoRR, 2022

Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns.

Zhijian Yang, Junhao Wen, Christos Davatzikos

Proceedings of the Tenth International Conference on Learning Representations, 2022

Preference Matrix Guided Sparse Canonical Correlation Analysis for Genetic Study of Quantitative Traits in Alzheimer's Disease.

Jiahang Sha, Jingxuan Bao, Kefei Liu, Shu Yang, Zixuan Wen, Yuhan Cui, Junhao Wen, Christos Davatzikos, Jason H. Moore, Andrew J. Saykin, Qi Long, Li Shen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

nipy/nipype: 1.7.0.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Alejandro de la Vega, Jason Wong, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, Erin Benderoff, Drew Erickson, James D. Kent, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Andrea Dell'Orco, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Thomas G. Close, Dylan M. Nielson, Gaël Varoquaux, Aimi Watanabe, David Mordom, Lea Waller, Fátima Machado, Jérémy Guillon, Serge Koudoro, Timothy Robert-Fitzgerald, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross D. Markello, Ashley Gillman, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth DuPre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, Ali Ghayoor, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, Zvi Baratz, David Welch, Oliver Contier, William Triplett, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Dale Zhou, Dmytro Bielievtsov, Gal Ben-Zvi, Gavin Cooper, Hrvoje Stojic, Janosch Linkersdörfer, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Eric Condamine, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Raunak Jalan, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao Wen, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Robbert Harms, Sami Kristian Andberg, K. Matsubara, Abel A. González Orozco, Alexandre Routier, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Dorian Vogel, Guillaume Flandin, Henry Jones, Iván González, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Nicolas Pannetier, Ole Numssen, Ranjeet Khanuja, Rinat Mukhometzianov, Sebastian Urchs, Thomas Nickson, William Broderick, Xihe Xie, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, October, 2021

Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer's Disease.

Junhao Wen, Jorge Samper-González, Simona Bottani, Alexandre Routier, Ninon Burgos, Thomas Jacquemont, Sabrina Fontanella, Stanley Durrleman, Stéphane Epelbaum, Anne Bertrand, Olivier Colliot

Neuroinformatics, 2021

Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review.

Manon Ansart, Stéphane Epelbaum, Giulia Bassignana, Alexandre Bône, Simona Bottani, Tiziana Cattai, Raphaël Couronné, Johann Faouzi, Igor Koval, Maxime Louis, Elina Thibeau-Sutre, Junhao Wen, Adam Wild, Ninon Burgos, Didier Dormont, Olivier Colliot, Stanley Durrleman

Medical Image Anal., 2021

Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies.

Alexandre Routier, Ninon Burgos, Mauricio Diaz-Melo, Michael Bacci, Simona Bottani, Omar El-Rifai, Sabrina Fontanella, Pietro Gori, Jérémy Guillon, Alexis Guyot, Ravi Hassanaly, Thomas Jacquemont, Pascal Lu, Arnaud Marcoux, Tristan Moreau, Jorge Samper-González, Marc Teichmann, Elina Thibeau-Sutre, Ghislain Vaillant, Junhao Wen, Adam Wild, Marie Odile Habert, Stanley Durrleman, Olivier Colliot

Frontiers Neuroinformatics, 2021

Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics.

Junhao Wen, Cynthia H. Y. Fu, Duygu Tosun, Yogasudha Veturi, Zhijian Yang, Ahmed Abdulkadir, Elizabeth Mamourian, Dhivya Srinivasan, Jingxuan Bao, Güray Erus, Haochang Shou, Mohamad Habes, Jimit Doshi, Erdem Varol, Scott R. Mackin, Aristeidis Sotiras, Yong Fan, Andrew J. Saykin, Yvette I. Sheline, Li Shen, Marylyn D. Ritchie, David A. Wolk, Marilyn S. Albert, Susan M. Resnick, Christos Davatzikos

CoRR, 2021

Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease.

Zhijian Yang, Ilya M. Nasrallah, Haochang Shou, Junhao Wen, Jimit Doshi, Mohamad Habes, Güray Erus, Ahmed Abdulkadir, Susan M. Resnick, David A. Wolk, Christos Davatzikos

CoRR, 2021

2020

nipy/nipype: 1.5.1.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Horea Christian, Rastko Ciric, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Jason Wong, Alejandro de la Vega, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, Erin Benderoff, Drew Erickson, James D. Kent, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Arman Eshaghi, Jarrod Millman, Matteo Mancini, Dylan M. Nielson, Gaël Varoquaux, Aimi Watanabe, David Mordom, Jérémy Guillon, Serge Koudoro, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross D. Markello, Ashley Gillman, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth Dupre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, William Triplett, Ali Ghayoor, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Oliver Contier, Dale Zhou, Dmytro Bielievtsov, Gavin Cooper, Hrvoje Stojic, Janosch Linkersdörfer, Lea Waller, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Eric Condamine, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao Wen, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Robbert Harms, Sami Andberg, Zvi Baratz, K. Matsubara, Abel A. González Orozco, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Guillaume Flandin, Iván González, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Michael R. Crusoe, Nicolas Pannetier, Ranjeet Khanuja, Sebastian Urchs, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, September, 2020

nipy/nipype: 1.5.0.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Mathias Goncalves, Dorota Jarecka, Erik Ziegler, Shoshana Berleant, David Gage Ellis, Basile Pinsard, Cindee Madison, Michael Waskom, Michael Philipp Notter, Daniel Clark, Alexandre Manhães-Savio, Dav Clark, Kesshi Jordan, Michael Dayan, Yaroslav O. Halchenko, Fred Loney, Taylor Salo, Blake E. Dewey, Hans J. Johnson, Salma Bougacha, Anisha Keshavan, Benjamin Yvernault, Carlo Hamalainen, Rastko Ciric, Horea Christian, Mathieu Dubois, Michael Joseph, Ben Cipollini, Steven Tilley, Matteo Visconti di Oleggio Castello, Jason Wong, Alejandro de la Vega, Jakub Kaczmarzyk, Julia M. Huntenburg, Michael G. Clark, Erin Benderoff, Drew Erickson, James D. Kent, Michael Hanke, Steven Giavasis, Brendan Moloney, B. Nolan Nichols, Rosalia Tungaraza, Caroline Frohlich, Demian Wassermann, Gilles de Hollander, Arman Eshaghi, Jarrod Millman, Dylan M. Nielson, Gaël Varoquaux, Aimi Watanabe, David Mordom, Matteo Mancini, Jérémy Guillon, Serge Koudoro, Andrey Chetverikov, Ariel Rokem, Benjamin T. Acland, Jessica Forbes, Ross D. Markello, Ashley Gillman, Xiang-Zhen Kong, Daniel Geisler, John Salvatore, Alexandre Gramfort, Anna Doll, Colin Buchanan, Elizabeth Dupre, Siqi Liu, Alexander Schäfer, Jens Kleesiek, Sharad Sikka, Yannick Schwartz, John A. Lee, Aaron Mattfeld, Adam C. Richie-Halford, Franz Liem, Martin Felipe Perez-Guevara, Anibal Sólon Heinsfeld, Christian Haselgrove, Joke Durnez, Leonie Lampe, Russell Poldrack, Tristan Glatard, Alejandro Tabas, Chad Cumba, Fernando Pérez-García, Ross Blair, Shariq N. Iqbal, David Welch, William Triplett, Ali Ghayoor, R. Cameron Craddock, Carlos Correa, Dimitri Papadopoulos Orfanos, Jörg Stadler, Joshua D. Warner, Lucinda M. Sisk, Marcel Falkiewicz, Paul Sharp, Simon Rothmei, Sin Kim, Alejandro Weinstein, Ari E. Kahn, Erik K. Kastman, Katherine L. Bottenhorn, Martin Grignard, L. Nathan Perkins, Oliver Contier, Dale Zhou, Dmytro Bielievtsov, Gavin Cooper, Hrvoje Stojic, Janosch Linkersdörfer, Lea Waller, Mandy Renfro, Oliver Hinds, Olivia Stanley, René Küttner, Wolfgang M. Pauli, Daniel R. Glen, Adam Kimbler, Benjamin Meyers, Claire Tarbert, Daniel Ginsburg, Daniel Haehn, Daniel S. Margulies, Feilong Ma, Ian B. Malone, Lukas Snoek, Matthew Brett, Matthew Cieslak, Michael Hallquist, Miguel Molina-Romero, Murat Bilgel, Nat Lee, Souheil Inati, Stephan Gerhard, Sulantha Mathotaarachchi, Victor Saase, Andrew N. Van, Christopher John Steele, Eduard Ort, Eric Condamine, Garikoitz Lerma-Usabiaga, Isaac Schwabacher, Jaime Arias, Jeff Lai, John Pellman, Jordi Huguet, Junhao Wen, Katrin Leinweber, Kshitij Chawla, Leon Weninger, Marc Modat, Robbert Harms, Sami Andberg, Zvi Baratz, K. Matsubara, Abel A. González Orozco, Ana Marina, Andrew Davison, Andrew Floren, Anne Park, Brian Cheung, Conor McDermottroe, Daniel C. McNamee, Dmitry Shachnev, Guillaume Flandin, Iván González, Jan Varada, Kai Schlamp, Kornelius Podranski, Lijie Huang, Maxime Noel, Michael R. Crusoe, Nicolas Pannetier, Ranjeet Khanuja, Sebastian Urchs, Thomas Nickson, William Broderick, Arielle Tambini, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, June, 2020

nipy/nipype: 1.4.2.

Oscar Esteban, Christopher J. Markiewicz, Hans J. Johnson, Erik Ziegler, Alexandre Manhães-Savio, Dorota Jarecka, Christopher Burns, David Gage Ellis, Carlo Hämäläinen, Michael Philipp Notter, Benjamin Yvernault, Taylor Salo, Michael L. Waskom, Mathias Goncalves, Kesshi Jordan, Jason Wong, Blake E. Dewey, Cindee M. Madison, Erin Benderoff, Daniel Clark, Fred Loney, Dav Clark, Anisha Keshavan, Michael Joseph, Dylan Nielson, Michael Dayan, Marc Modat, Alexandre Gramfort, Salma Bougacha, Basile Pinsard, Shoshana Berleant, Horea Christian, Ariel Rokem, Matteo Visconti di Oleggio Castello, Yaroslav O. Halchenko, Jakub Kaczmarzyk, Gaël Varoquaux, Rastko Ciric, Brendan Moloney, Elizabeth Dupre, Serge Koudoro, Michael G. Clark, Ben Cipollini, Demian Wassermann, Jérémy Guillon, Ross D. Markello, Michael Hanke, Colin Buchanan, Rosalia Tungaraza, Ashley Gillman, Wolfgang M. Pauli, Gilles de Hollander, Sharad Sikka, Jessica Forbes, David Mordom, Shariq N. Iqbal, Matteo Mancini, Ian B. Malone, Mathieu Dubois, Yannick Schwartz, Caroline Frohlich, Alejandro Tabas, David Welch, Adam C. Richie-Halford, Steven Tilley, Aimi Watanabe, B. Nolan Nichols, Julia M. Huntenburg, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Katherine L. Bottenhorn, Chad Cumba, Benjamin T. Acland, Anibal Sólon Heinsfeld, Erik K. Kastman, James D. Kent, Jens Kleesiek, Ali Ghayoor, Drew Erickson, Steven Giavasis, Alejandro de la Vega, Franz Liem, René Küttner, Martin Felipe Perez-Guevara, John A. Lee, Jarrod Millman, Jeff Lai, Dale Zhou, Christian Haselgrove, Daniel R. Glen, Anna Doll, Mandy Renfro, Carlos Correa, Siqi Liu, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Sin Kim, Ari E. Kahn, Tristan Glatard, William Triplett, Kshitij Chawla, John Salvatore, Fernando Pérez-García, Feilong Ma, Anne Park, R. Cameron Craddock, Oliver Hinds, Russell Poldrack, L. Nathan Perkins, Hrvoje Stojic, Andrey Chetverikov, Souheil Inati, Martin Grignard, Lukas Snoek, Lucinda M. Sisk, Katrin Leinweber, Junhao Wen, Sebastian Urchs, Ross Blair, K. Matsubara, Andrew Floren, Aaron Mattfeld, Stephan Gerhard, Jörg Stadler, Gavin Cooper, Daniel Haehn, William Broderick, Sami Andberg, Maxime Noel, Matt Cieslak, Joke Durnez, Eric Condamine, Dimitri Papadopoulos Orfanos, Daniel Geisler, Benjamin Meyers, Arielle Tambini, Alejandro Weinstein, Abel A. González Orozco, Robbert Harms, Ranjeet Khanuja, Paul Sharp, Olivia Stanley, Nat Lee, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Leon Weninger, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Claire Tarbert, Brian Cheung, Andrew N. Van, Andrew Davison, Dmitry Shachnev, Miguel Molina-Romero, Simon Rothmei, Murat Bilgel, Kai Schlamp, Eduard Ort, Daniel C. McNamee, Jaime Arias, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Iván González, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, February, 2020

nipy/nipype: 1.4.1.

Oscar Esteban, Christopher J. Markiewicz, Hans J. Johnson, Erik Ziegler, Alexandre Manhães-Savio, Dorota Jarecka, Christopher Burns, David Gage Ellis, Carlo Hämäläinen, Michael Philipp Notter, Benjamin Yvernault, Taylor Salo, Michael L. Waskom, Mathias Goncalves, Kesshi Jordan, Jason Wong, Blake E. Dewey, Cindee M. Madison, Erin Benderoff, Daniel Clark, Fred Loney, Dav Clark, Anisha Keshavan, Michael Joseph, Dylan Nielson, Michael Dayan, Marc Modat, Alexandre Gramfort, Salma Bougacha, Basile Pinsard, Shoshana Berleant, Horea Christian, Ariel Rokem, Matteo Visconti di Oleggio Castello, Yaroslav O. Halchenko, Jakub Kaczmarzyk, Gaël Varoquaux, Rastko Ciric, Brendan Moloney, Elizabeth Dupre, Serge Koudoro, Michael G. Clark, Ben Cipollini, Demian Wassermann, Jérémy Guillon, Ross D. Markello, Michael Hanke, Colin Buchanan, Rosalia Tungaraza, Ashley Gillman, Wolfgang M. Pauli, Gilles de Hollander, Sharad Sikka, Jessica Forbes, David Mordom, Shariq N. Iqbal, Matteo Mancini, Ian B. Malone, Mathieu Dubois, Yannick Schwartz, Caroline Frohlich, Alejandro Tabas, David Welch, Adam C. Richie-Halford, Steven Tilley, Aimi Watanabe, B. Nolan Nichols, Julia M. Huntenburg, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Katherine L. Bottenhorn, Chad Cumba, Benjamin T. Acland, Anibal Sólon Heinsfeld, Erik K. Kastman, James D. Kent, Jens Kleesiek, Drew Erickson, Ali Ghayoor, Steven Giavasis, Alejandro de la Vega, Franz Liem, René Küttner, Martin Felipe Perez-Guevara, John A. Lee, Jarrod Millman, Jeff Lai, Dale Zhou, Christian Haselgrove, Daniel R. Glen, Mandy Renfro, Carlos Correa, Siqi Liu, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Sin Kim, Ari E. Kahn, Tristan Glatard, William Triplett, Kshitij Chawla, John Salvatore, Fernando Pérez-García, Feilong Ma, Anne Park, Hrvoje Stojic, R. Cameron Craddock, Oliver Hinds, Russell Poldrack, L. Nathan Perkins, Lukas Snoek, Andrey Chetverikov, Souheil Inati, Martin Grignard, Lucinda M. Sisk, Katrin Leinweber, Junhao Wen, Sebastian Urchs, Ross Blair, K. Matsubara, Andrew Floren, Aaron Mattfeld, Stephan Gerhard, Jörg Stadler, Gavin Cooper, Daniel Haehn, William Broderick, Sami Andberg, Maxime Noel, Matt Cieslak, Joke Durnez, Eric Condamine, Dimitri Papadopoulos Orfanos, Daniel Geisler, Benjamin Meyers, Arielle Tambini, Alejandro Weinstein, Abel A. González Orozco, Robbert Harms, Ranjeet Khanuja, Paul Sharp, Olivia Stanley, Nat Lee, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Leon Weninger, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Claire Tarbert, Brian Cheung, Andrew N. Van, Andrew Davison, Dmitry Shachnev, Miguel Molina-Romero, Simon Rothmei, Murat Bilgel, Kai Schlamp, Eduard Ort, Daniel C. McNamee, Jaime Arias, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Iván González, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, January, 2020

Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation.

Junhao Wen, Elina Thibeau-Sutre, Mauricio Diaz-Melo, Jorge Samper-González, Alexandre Routier, Simona Bottani, Didier Dormont, Stanley Durrleman, Ninon Burgos, Olivier Colliot

Medical Image Anal., 2020

Smile-GANs: Semi-supervised clustering via GANs for dissecting brain disease heterogeneity from medical images.

Zhijian Yang, Junhao Wen, Christos Davatzikos

CoRR, 2020

MAGIC: Multi-scale Heterogeneity Analysis and Clustering for Brain Diseases.

Junhao Wen, Erdem Varol, Ganesh B. Chand, Aristeidis Sotiras, Christos Davatzikos

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019

nipy/nipype: 1.4.0.

Oscar Esteban, Christopher J. Markiewicz, Christopher Burns, Hans J. Johnson, Erik Ziegler, Alexandre Manhães-Savio, Dorota Jarecka, David Gage Ellis, Benjamin Yvernault, Carlo Hämäläinen, Michael Philipp Notter, Taylor Salo, Michael L. Waskom, Mathias Goncalves, Kesshi Jordan, Jason Wong, Blake E. Dewey, Cindee M. Madison, Daniel Clark, Fred Loney, Dav Clark, Dylan Nielson, Anisha Keshavan, Michael Joseph, Michael Dayan, Marc Modat, Salma Bougacha, Alexandre Gramfort, Matteo Visconti di Oleggio Castello, Basile Pinsard, Shoshana Berleant, Horea Christian, Ariel Rokem, Yaroslav O. Halchenko, Jakub Kaczmarzyk, Erin Benderoff, Rastko Ciric, Gaël Varoquaux, Brendan Moloney, Elizabeth Dupre, Serge Koudoro, Michael G. Clark, Demian Wassermann, Ben Cipollini, Jérémy Guillon, Ross D. Markello, Colin Buchanan, Michael Hanke, Rosalia Tungaraza, Sharad Sikka, Ashley Gillman, Wolfgang M. Pauli, Gilles de Hollander, Jessica Forbes, Shariq N. Iqbal, David Mordom, Matteo Mancini, Ian B. Malone, Mathieu Dubois, Yannick Schwartz, Caroline Frohlich, Alejandro Tabas, David Welch, Adam C. Richie-Halford, Steven Tilley, Aimi Watanabe, B. Nolan Nichols, Julia M. Huntenburg, Arman Eshaghi, Alexander Schäfer, Daniel Ginsburg, Katherine L. Bottenhorn, Chad Cumba, Benjamin T. Acland, Anibal Sólon Heinsfeld, Erik K. Kastman, James D. Kent, Jens Kleesiek, Drew Erickson, Steven Giavasis, Ali Ghayoor, Franz Liem, Alejandro de la Vega, René Küttner, Jarrod Millman, Martin Felipe Perez-Guevara, John A. Lee, Dale Zhou, Christian Haselgrove, Daniel R. Glen, Mandy Renfro, Carlos Correa, Siqi Liu, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Ari E. Kahn, Tristan Glatard, William Triplett, Kshitij Chawla, John Salvatore, Fernando Pérez-García, Feilong Ma, Anne Park, R. Cameron Craddock, Oliver Hinds, Russell Poldrack, L. Nathan Perkins, Sin Kim, Andrey Chetverikov, Souheil Inati, Matt Cieslak, Martin Grignard, Lukas Snoek, Lucinda M. Sisk, Katrin Leinweber, Junhao Wen, K. Matsubara, Sebastian Urchs, Ross Blair, Andrew Floren, Aaron Mattfeld, Stephan Gerhard, Gavin Cooper, Daniel Haehn, Arielle Tambini, William Broderick, Sami Andberg, Maxime Noel, Joke Durnez, Jörg Stadler, Eric Condamine, Dimitri Papadopoulos Orfanos, Daniel Geisler, Alejandro Weinstein, Robbert Harms, Ranjeet Khanuja, Paul Sharp, Olivia Stanley, Nat Lee, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Dmitry Shachnev, Claire Tarbert, Brian Cheung, Benjamin Meyers, Andrew N. Van, Andrew Davison, Leon Weninger, Miguel Molina-Romero, Simon Rothmei, Murat Bilgel, Kai Schlamp, Eduard Ort, Daniel C. McNamee, Jeff Lai, Jaime Arias, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Iván González, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, December, 2019

nipy/nipype: 1.3.0.

Oscar Esteban, Christopher J. Markiewicz, Dorota Jarecka, Erik Ziegler, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Michael Philipp Notter, Benjamin Yvernault, David Gage Ellis, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Daniel Clark, Fred Loney, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Marc Modat, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Erin Benderoff, Yaroslav O. Halchenko, Horea Christian, Shoshana Berleant, Michael Joseph, Jérémy Guillon, Ariel Rokem, Serge Koudoro, Ross D. Markello, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Ben Cipollini, Gaël Varoquaux, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Jessica Forbes, Matteo Mancini, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Steven Tilley, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Alejandro de la Vega, Arman Eshaghi, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Anibal Sólon Heinsfeld, Benjamin T. Acland, Franz Liem, James D. Kent, Jens Kleesiek, John A. Lee, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, René Küttner, Martin Felipe Perez-Guevara, Jarrod Millman, Dale Zhou, Ross Blair, Christian Haselgrove, Mandy Renfro, Siqi Liu, Ari E. Kahn, Sin Kim, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Lucinda M. Sisk, Andrey Chetverikov, Martin Grignard, Feilong Ma, Matt Cieslak, Kshitij Chawla, John Salvatore, Anne Park, Tristan Glatard, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Katrin Leinweber, Souheil Inati, L. Nathan Perkins, Gavin Cooper, Aaron Mattfeld, K. Matsubara, Maxime Noel, Lukas Snoek, Leon Weninger, Junhao Wen, Brian Cheung, Sebastian Urchs, Olivia Stanley, Joke Durnez, Jörg Stadler, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Simon Rothmei, Sami Andberg, Ranjeet Khanuja, Murat Bilgel, Kai Schlamp, Dimitri Papadopoulos Orfanos, Claire Tarbert, Robbert Harms, Paul Sharp, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Benjamin Meyers, Andrew N. Van, Andrew Davison, Jeff Lai, Jaime Arias, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Iván González, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, November, 2019

nipy/nipype: 1.3.0-rc1.

Oscar Esteban, Christopher J. Markiewicz, Dorota Jarecka, Erik Ziegler, Hans J. Johnson, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Michael Philipp Notter, Benjamin Yvernault, David Gage Ellis, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Erin Benderoff, Daniel Clark, Fred Loney, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Marc Modat, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Yaroslav O. Halchenko, Horea Christian, Shoshana Berleant, Michael Joseph, Jérémy Guillon, Ariel Rokem, Serge Koudoro, Ross D. Markello, Elizabeth Dupre, Jakub Kaczmarzyk, Brendan Moloney, Ben Cipollini, Gaël Varoquaux, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Jessica Forbes, Matteo Mancini, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Alejandro de la Vega, Arman Eshaghi, Anibal Sólon Heinsfeld, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, James D. Kent, Jens Kleesiek, John A. Lee, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, René Küttner, Martin Felipe Perez-Guevara, Jarrod Millman, Jeff Lai, Dale Zhou, Ross Blair, Christian Haselgrove, Steven Tilley, Mandy Renfro, Siqi Liu, Ari E. Kahn, Lucinda M. Sisk, Sin Kim, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Andrey Chetverikov, Martin Grignard, Feilong Ma, Matt Cieslak, Kshitij Chawla, John Salvatore, Anne Park, Tristan Glatard, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Murat Bilgel, Katrin Leinweber, Souheil Inati, L. Nathan Perkins, Lukas Snoek, Leon Weninger, Gavin Cooper, Aaron Mattfeld, K. Matsubara, Maxime Noel, Junhao Wen, Jörg Stadler, Brian Cheung, Sebastian Urchs, Olivia Stanley, Joke Durnez, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, Arielle Tambini, William Broderick, Simon Rothmei, Sami Andberg, Ranjeet Khanuja, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Robbert Harms, Paul Sharp, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Benjamin Meyers, Andrew N. Van, Andrew Davison, Dmytro Bielievtsov, Christopher John Steele, Lijie Huang, Iván González, Joshua D. Warner, Daniel S. Margulies, Oliver Contier, Ana Marina, Victor Saase, Thomas Nickson, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, October, 2019

nipy/nipype: 1.2.3.

Oscar Esteban, Christopher J. Markiewicz, Erik Ziegler, David Gage Ellis, Dorota Jarecka, Hans J. Johnson, Michael Philipp Notter, Christopher Burns, Alexandre Manhães-Savio, Carlo Hämäläinen, Benjamin Yvernault, Taylor Salo, Mathias Goncalves, Kesshi Jordan, Michael L. Waskom, Jason Wong, Marc Modat, Daniel Clark, Fred Loney, Blake E. Dewey, Dylan Nielson, Cindee M. Madison, Salma Bougacha, Rastko Ciric, Michael G. Clark, Michael Dayan, Dav Clark, Anisha Keshavan, Matteo Visconti di Oleggio Castello, Basile Pinsard, Alexandre Gramfort, Shoshana Berleant, Erin Benderoff, Yaroslav O. Halchenko, Horea Christian, Michael Joseph, Ben Cipollini, Jérémy Guillon, Ariel Rokem, Serge Koudoro, Elizabeth Dupre, Ross D. Markello, Jakub Kaczmarzyk, Brendan Moloney, Gaël Varoquaux, Demian Wassermann, Michael Hanke, Gilles de Hollander, David Mordom, Ashley Gillman, Colin Buchanan, Alejandro Tabas, Rosalia Tungaraza, Wolfgang M. Pauli, Sharad Sikka, Jessica Forbes, Matteo Mancini, Shariq N. Iqbal, Yannick Schwartz, Adam C. Richie-Halford, Ian B. Malone, Mathieu Dubois, Caroline Frohlich, David Welch, Katherine L. Bottenhorn, James D. Kent, Aimi Watanabe, Julia M. Huntenburg, Chad Cumba, B. Nolan Nichols, Alejandro de la Vega, Arman Eshaghi, Anibal Sólon Heinsfeld, Daniel Ginsburg, Alexander Schäfer, Erik K. Kastman, Benjamin T. Acland, Franz Liem, Jens Kleesiek, John A. Lee, Drew Erickson, Steven Giavasis, Carlos Correa, Ali Ghayoor, Oliver Contier, René Küttner, Martin Perez-Guevara, Jarrod Millman, Dale Zhou, Ross Blair, Christian Haselgrove, Steven Tilley, Mandy Renfro, Siqi Liu, Ari E. Kahn, Jörg Stadler, Sin Kim, Fernando Pérez-García, William Triplett, Leonie Lampe, Xiang-Zhen Kong, Michael Hallquist, Lucinda M. Sisk, Katrin Leinweber, Andrey Chetverikov, Martin Grignard, Feilong Ma, Matt Cieslak, Kshitij Chawla, John Salvatore, Anne Park, Tristan Glatard, Russell Poldrack, R. Cameron Craddock, Oliver Hinds, Gavin Cooper, Souheil Inati, L. Nathan Perkins, Ana Marina, Aaron Mattfeld, Maxime Noel, Lukas Snoek, Leon Weninger, K. Matsubara, Junhao Wen, Brian Cheung, Sebastian Urchs, Joke Durnez, Eric Condamine, Daniel Geisler, Andrew Floren, Stephan Gerhard, Paul Sharp, Miguel Molina-Romero, Daniel Haehn, Alejandro Weinstein, William Broderick, Victor Saase, Simon Rothmei, Sami Andberg, Robbert Harms, Ranjeet Khanuja, Murat Bilgel, Kai Schlamp, Jaime Arias, Dimitri Papadopoulos Orfanos, Claire Tarbert, Arielle Tambini, Thomas Nickson, Michael R. Crusoe, Matthew Brett, Marcel Falkiewicz, Kornelius Podranski, Janosch Linkersdörfer, Guillaume Flandin, Garikoitz Lerma-Usabiaga, Eduard Ort, Dmitry Shachnev, Daniel C. McNamee, Benjamin Meyers, Andrew N. Van, Andrew Davison, Jan Varada, Isaac Schwabacher, John Pellman, Nicolas Pannetier, Conor McDermottroe, Paul Glad Mihai, Jeff Lai, Krzysztof J. Gorgolewski, Satrajit S. Ghosh

Dataset, September, 2019

Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation.

Junhao Wen, Elina Thibeau-Sutre, Jorge Samper-González, Alexandre Routier, Simona Bottani, Stanley Durrleman, Ninon Burgos, Olivier Colliot

CoRR, 2019

2018

Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data.

Jorge Samper-González, Ninon Burgos, Simona Bottani, Sabrina Fontanella, Pascal Lu, Arnaud Marcoux, Alexandre Routier, Jérémy Guillon, Michael Bacci, Junhao Wen, Anne Bertrand, Hugo Bertin, Marie Odile Habert, Stanley Durrleman, Theodoros Evgeniou, Olivier Colliot

NeuroImage, 2018

An Automated Pipeline for the Analysis of PET Data on the Cortical Surface.

Arnaud Marcoux, Ninon Burgos, Anne Bertrand, Marc Teichmann, Alexandre Routier, Junhao Wen, Jorge Samper-González, Simona Bottani, Stanley Durrleman, Marie Odile Habert, Olivier Colliot

Frontiers Neuroinformatics, 2018

Reproducible evaluation of diffusion MRI features for automatic classification of patients with Alzheimers disease.

Junhao Wen, Jorge Samper-González, Simona Bottani, Alexandre Routier, Ninon Burgos, Thomas Jacquemont, Sabrina Fontanella, Stanley Durrleman, Stéphane Epelbaum, Anne Bertrand, Olivier Colliot

CoRR, 2018

Reproducible evaluation of classification methods in Alzheimer's disease: framework and application to MRI and PET data.

Jorge Samper-González, Ninon Burgos, Simona Bottani, Sabrina Fontanella, Pascal Lu, Arnaud Marcoux, Alexandre Routier, Jérémy Guillon, Michael Bacci, Junhao Wen, Anne Bertrand, Hugo Bertin, Marie Odile Habert, Stanley Durrleman, Theodoros Evgeniou, Olivier Colliot, Alzheimer's Disease Neuroimaging Initiative

CoRR, 2018