Adaptive data-driven selection of sequences of biological and cognitive markers in pre-clinical diagnosis of dementia by Patric Wyss, David Ginsbourger, Haochang Shou, Christos Davatzikos, Stefan Klöppel, Ahmed Abdulkadir

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A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies by Dhivya Srinivasan, Guray Erus, Jimit Doshi, David A. Wolk, Haochang Shou, Mohamad Habes, Christos Davatzikos

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Quality of Life and Physical Activity in 629 Individuals With Sarcoidosis: Prospective, Cross-sectional Study Using Smartphones (Sarcoidosis App) by Brian Chu, Daniel M O'Connor, Marilyn Wan, Ian Barnett, Haochang Shou, Marc Judson, Misha Rosenbach

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Cognitive behavioral therapy increases amygdala connectivity with the cognitive control network in both MDD and PTSD by Haochang Shou, Zhen Yang, Theodore D. Satterthwaite, Philip A Cook, Steven E. Bruce, Russell T. Shinohara, Benjamin Rosenberg, Yvette I. Sheline

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Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization by Fengling Hu, Andrew A. Chen, Hannah Horng, Vishnu Bashyam, Christos Davatzikos, Aaron Alexander-Bloch, Mingyao Li, Haochang Shou, Theodore D. Satterthwaite, Meichen Yu, Russell T. Shinohara

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Health effects of lesion localization in multiple sclerosis: spatial registration and confounding adjustment. by Ani Eloyan, Haochang Shou, Russell T Shinohara, Elizabeth M Sweeney, Mary Beth Nebel, Jennifer L Cuzzocreo, Peter A Calabresi, Daniel S Reich, Martin A Lindquist, Ciprian M Crainiceanu

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Harmonizing functional connectivity reduces scanner effects in community detection by Andrew A. Chen, Dhivya Srinivasan, Raymond Pomponio, Yong Fan, Ilya M. Nasrallah, Susan M. Resnick, Lori L. Beason-Held, Christos Davatzikos, Theodore D. Satterthwaite, Dani S. Bassett, Russell T. Shinohara, Haochang Shou

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Dynamic ensemble prediction of cognitive performance in spaceflight by Danni Tu, Mathias Basner, Michael G. Smith, E. Spencer Williams, Valerie E. Ryder, Amelia A. Romoser, Adrian Ecker, Daniel Aeschbach, Alexander C. Stahn, Christopher W. Jones, Kia Howard, Marc Kaizi-Lutu, David F. Dinges, Haochang Shou

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The genetic architecture of multimodal human brain age by Junhao Wen, Bingxin Zhao, Zhijian Yang, Guray Erus, Ioanna Skampardoni, Elizabeth Mamourian, Yuhan Cui, Gyujoon Hwang, Jingxuan Bao, Aleix Boquet-Pujadas, Zhen Zhou, Yogasudha Veturi, Marylyn D. Ritchie, Haochang Shou, Paul M. Thompson, Li Shen, Arthur W. Toga, Christos Davatzikos

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Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study by Zhen Zhou, Hongming Li, Dhivya Srinivasan, Ahmed Abdulkadir, Ilya M. Nasrallah, Junhao Wen, Jimit Doshi, Guray Erus, Elizabeth Mamourian, Nick R. Bryan, David A. Wolk, Lori Beason-Held, Susan M. Resnick, Theodore D. Satterthwaite, Christos Davatzikos, Haochang Shou, Yong Fan

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Proteomics of CKD progression in the chronic renal insufficiency cohort by Ruth F. Dubin, Rajat Deo, Yue Ren, Jianqiao Wang, Zihe Zheng, Haochang Shou, Alan S. Go, Afshin Parsa, James P. Lash, Mahboob Rahman, Chi-yuan Hsu, Matthew R. Weir, Jing Chen, Amanda Anderson, Morgan E. Grams, Aditya Surapaneni, Josef Coresh, Hongzhe Li, Paul L. Kimmel, Ramachandran S. Vasan, Harold Feldman, Mark R. Segal, Peter Ganz, CRIC Study Investigators, CKD Biomarkers Consortium

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Metabolite profiling of CKD progression in the chronic renal insufficiency cohort study by Donghai Wen, Zihe Zheng, Aditya Surapaneni, Bing Yu, Linda Zhou, Wen Zhou, Dawei Xie, Haochang Shou, Julian Avila-Pacheco, Sahir Kalim, Jiang He, Chi-Yuan Hsu, Afshin Parsa, Panduranga Rao, James Sondheimer, Raymond Townsend, Sushrut S. Waikar, Casey M. Rebholz, Michelle R. Denburg, Paul L. Kimmel, Ramachandran S. Vasan, Clary B. Clish, Josef Coresh, Harold I. Feldman, Morgan E. Grams, Eugene P. Rhee, the CKD Biomarkers Consortium and CRIC Study Investigators

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Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering by Zhijian Yang, Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Guray 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

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Iron imaging in myocardial infarction reperfusion injury by Brianna F. Moon, Srikant Kamesh Iyer, Eileen Hwuang, Michael P. Solomon, Anya T. Hall, Rishabh Kumar, Nicholas J. Josselyn, Elizabeth M. Higbee-Dempsey, Andrew Tsourkas, Akito Imai, Keitaro Okamoto, Yoshiaki Saito, James J. Pilla, Joseph H. Gorman, Robert C. Gorman, Cory Tschabrunn, Samuel J. Keeney, Estibaliz Castillero, Giovanni Ferrari, Steffen Jockusch, Felix W. Wehrli, Haochang Shou, Victor A. Ferrari, Yuchi Han, Avanti Gulhane, Harold Litt, William Matthai, Walter R. Witschey

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Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan by Raymond Pomponio, Guray Erus, Mohamad Habes, Jimit Doshi, Dhivya Srinivasan, Elizabeth Mamourian, Vishnu Bashyam, Ilya M. Nasrallah, Theodore D. Satterthwaite, Yong Fan, Lenore J. Launer, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Daniel H. Wolf, Raquel Gur, Ruben Gur, John Morris, Marilyn S. Albert, Hans J. Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Russell T. Shinohara, Haochang Shou, Christos Davatzikos

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Clinical correlates of CT imaging-derived phenotypes among lean and overweight patients with hepatic steatosis by Isabel Song, Elizabeth W. Thompson, Anurag Verma, Matthew T. MacLean, Jeffrey Duda, Ameena Elahi, Richard Tran, Pavan Raghupathy, Sophia Swago, Mohamad Hazim, Abhijit Bhattaru, Carolin Schneider, Marijana Vujkovic, Drew A. Torigian, Charles E. Kahn, James C. Gee, Arijitt Borthakur, Colleen M. Kripke, Christopher C. Carson, Rotonya Carr, Qasim Jehangir, Yi-An Ko, Harold Litt, Mark Rosen, David A. Mankoff, Mitchell D. Schnall, Haochang Shou, Julio Chirinos, Scott M. Damrauer, Marina Serper, Jinbo Chen, Daniel J. Rader, Penn Medicine BioBank, Walter R. T. Witschey, Hersh Sagreiya

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AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD consortium design and rationa... by Cynthia H. Y. Fu, Guray Erus, Yong Fan, Mathilde Antoniades, Danilo Arnone, Stephen R. Arnott, Taolin Chen, Ki Sueng Choi, Cherise Chin Fatt, Benicio N. Frey, Vibe G. Frokjaer, Melanie Ganz, Jose Garcia, Beata R. Godlewska, Stefanie Hassel, Keith Ho, Andrew M. McIntosh, Kun Qin, Susan Rotzinger, Matthew D. Sacchet, Jonathan Savitz, Haochang Shou, Ashish Singh, Aleks Stolicyn, Irina Strigo, Stephen C. Strother, Duygu Tosun, Teresa A. Victor, Dongtao Wei, Toby Wise, Rachel D. Woodham, Roland Zahn, Ian M. Anderson, J. F. William Deakin, Boadie W. Dunlop, Rebecca Elliott, Qiyong Gong, Ian H. Gotlib, Catherine J. Harmer, Sidney H. Kennedy, Gitte M. Knudsen, Helen S. Mayberg, Martin P. Paulus, Jiang Qiu, Madhukar H. Trivedi, Heather C. Whalley, Chao-Gan Yan, Allan H. Young, Christos Davatzikos

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