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Picture for Aristeidis Sotiras

Aristeidis Sotiras

from the iSTAGING consortium, for the ADNI

The Brain Tumor Sequence Registration Challenge: Establishing Correspondence between Pre-Operative and Follow-up MRI scans of diffuse glioma patients


Dec 13, 2021
Bhakti Baheti, Diana Waldmannstetter, Satrajit Chakrabarty, Hamed Akbari, Michel Bilello, Benedikt Wiestler, Julian Schwarting, Evan Calabrese, Jeffrey Rudie, Syed Abidi, Mina Mousa, Javier Villanueva-Meyer, Daniel S. Marcus, Christos Davatzikos, Aristeidis Sotiras, Bjoern Menze, Spyridon Bakas


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


Oct 25, 2021
Junhao Wen, Cynthia H. Y. Fu, Duygu Tosun, Yogasudha Veturi, Zhijian Yang, Ahmed Abdulkadir, Elizabeth Mamourian, Dhivya Srinivasan, Jingxuan Bao, Guray 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 Albert, Susan M. Resnick, Christos Davatzikos


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NormVAE: Normative Modeling on Neuroimaging Data using Variational Autoencoders


Oct 10, 2021
Sayantan Kumar, Aristeidis Sotiras

* 35th Conference on Neural Information Processing Systems (NeurIPS 2021 Workshop : Medical Imaging Meets NeurIPS 

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Disentangling Alzheimer's disease neurodegeneration from typical brain aging using machine learning


Sep 08, 2021
Gyujoon Hwang, Ahmed Abdulkadir, Guray Erus, Mohamad Habes, Raymond Pomponio, Haochang Shou, Jimit Doshi, Elizabeth Mamourian, Tanweer Rashid, Murat Bilgel, Yong Fan, Aristeidis Sotiras, Dhivya Srinivasan, John C. Morris, Daniel Marcus, Marilyn S. Albert, Nick R. Bryan, Susan M. Resnick, Ilya M. Nasrallah, Christos Davatzikos, David A. Wolk

* 4 figures, 3 tables 

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


Jul 10, 2020
Junhao Wen, Erdem Varol, Ganesh Chand, Aristeidis Sotiras, Christos Davatzikos

* 11 pages, 3 figures, accepted by MICCAI2020 

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