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Picture for Yong Fan

Yong Fan

from the iSTAGING consortium, for the ADNI

Learning Apparent Diffusion Coefficient Maps from Undersampled Radial k-Space Diffusion-Weighted MRI in Mice using a Deep CNN-Transformer Model in Conjunction with a Monoexponential Model


Jul 06, 2022
Yuemeng Li, Hee Kwon Song, Miguel Romanello Joaquim, Stephen Pickup, Rong Zhou, Yong Fan


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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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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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Unsupervised deep learning for individualized brain functional network identification


Dec 11, 2020
Hongming Li, Yong Fan


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Meta-Learning for Natural Language Understanding under Continual Learning Framework


Nov 03, 2020
Jiacheng Wang, Yong Fan, Duo Jiang, Shiqing Li


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Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging


Oct 11, 2020
Vishnu M. Bashyam, Jimit Doshi, Guray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans J. Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos


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MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision


Oct 04, 2020
Hongming Li, Yong Fan


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Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging


Jun 09, 2020
Tianming Du, Honggang Zhang, Yuemeng Li, Hee Kwon Song, Yong Fan


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ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation


Feb 13, 2020
Yuemeng Li, Hongming Li, Yong Fan

* Submitted manuscript to TMI 

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