Nicha C. Dvornek
Nicha C. Dvornek
Assistant Professor, Radiology & Biomedical Imaging, Yale University
Verified email at yale.edu - Homepage
Title
Cited by
Cited by
Year
Identifying autism from resting-state fMRI using long short-term memory networks
NC Dvornek, P Ventola, KA Pelphrey, JS Duncan
International Workshop on Machine Learning in Medical Imaging, 362-370, 2017
862017
Brain responses to biological motion predict treatment outcome in young children with autism
D Yang, KA Pelphrey, DG Sukhodolsky, MJ Crowley, E Dayan, ...
Translational psychiatry 6 (11), e948-e948, 2016
712016
Non-rigid registration with missing correspondences in preoperative and postresection brain images
N Chitphakdithai, JS Duncan
International Conference on Medical Image Computing and Computer-Assisted …, 2010
542010
Unsupervised domain adaptation via disentangled representations: Application to cross-modality liver segmentation
J Yang, NC Dvornek, F Zhang, J Chapiro, MD Lin, JS Duncan
International Conference on Medical Image Computing and Computer-Assisted …, 2019
452019
Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results
X Li, Y Gu, N Dvornek, LH Staib, P Ventola, JS Duncan
Medical Image Analysis 65, 101765, 2020
342020
Combining phenotypic and resting-state fMRI data for autism classification with recurrent neural networks
NC Dvornek, P Ventola, JS Duncan
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
302018
2-channel convolutional 3D deep neural network (2CC3D) for fMRI analysis: ASD classification and feature learning
X Li, NC Dvornek, X Papademetris, J Zhuang, LH Staib, P Ventola, ...
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
282018
Brain biomarker interpretation in asd using deep learning and fmri
X Li, NC Dvornek, J Zhuang, P Ventola, JS Duncan
International Conference on Medical Image Computing and Computer-Assisted …, 2018
252018
ShelfNet for real-time semantic segmentation
J Zhuang, J Yang, L Gu, NC Dvornek
arXiv preprint arXiv:1811.11254, 2018
24*2018
Pivotal Response Treatment Prompts a Functional Rewiring of the Brain amongst Individuals with Autism Spectrum Disorder
A Venkataraman, DYJ Yang, N Dvornek, LH Staib, JS Duncan, ...
Neuroreport 27 (14), 1081, 2016
242016
Learning generalizable recurrent neural networks from small task-fmri datasets
NC Dvornek, D Yang, P Ventola, JS Duncan
International Conference on Medical Image Computing and Computer-Assisted …, 2018
172018
SubspaceEM: A fast maximum-a-posteriori algorithm for cryo-EM single particle reconstruction
NC Dvornek, FJ Sigworth, HD Tagare
Journal of structural biology 190 (2), 200-214, 2015
172015
Graph neural network for interpreting task-fmri biomarkers
X Li, NC Dvornek, Y Zhou, J Zhuang, P Ventola, JS Duncan
International Conference on Medical Image Computing and Computer-Assisted …, 2019
162019
Adabelief optimizer: Adapting stepsizes by the belief in observed gradients
J Zhuang, T Tang, Y Ding, S Tatikonda, N Dvornek, X Papademetris, ...
arXiv preprint arXiv:2010.07468, 2020
152020
Adaptive checkpoint adjoint method for gradient estimation in neural ODE
J Zhuang, N Dvornek, X Li, S Tatikonda, X Papademetris, J Duncan
International Conference on Machine Learning, 11639-11649, 2020
132020
Jointly discriminative and generative recurrent neural networks for learning from fMRI
NC Dvornek, X Li, J Zhuang, JS Duncan
International Workshop on Machine Learning in Medical Imaging, 382-390, 2019
112019
Registration of brain resection MRI with intensity and location priors
N Chitphakdithai, KP Vives, JS Duncan
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2011
102011
Pairwise registration of images with missing correspondences due to resection
N Chitphakdithai, JS Duncan
2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010
102010
Tracking metastatic brain tumors in longitudinal scans via joint image registration and labeling
N Chitphakdithai, VL Chiang, JS Duncan
International Workshop on Spatio-temporal Image Analysis for Longitudinal …, 2012
82012
Efficient interpretation of deep learning models using graph structure and cooperative game theory: Application to asd biomarker discovery
X Li, NC Dvornek, Y Zhou, J Zhuang, P Ventola, JS Duncan
International Conference on Information Processing in Medical Imaging, 718-730, 2019
72019
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