Nicha C. Dvornek, Ph.D.
Affiliations: | 2012 | Biomedical Engineering | Yale University, New Haven, CT |
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"Nicha Dvornek"Parents
Sign in to add mentor| James Duncan | grad student | 2012 | Yale | |
| (Registration of Pre- and Post-Treatment Brain Images with Missing Correspondences.) | ||||
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Publications
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| Dvornek NC, Sullivan C, Duncan JS, et al. (2023) Copy Number Variation Informs fMRI-based Prediction of Autism Spectrum Disorder. Machine Learning in Clinical Neuroimaging : 6th International Workshop, Mlcn 2023, Held in Conjunction With Miccai 2023, Vancouver, Bc, Canada, October 8, 2023, Proceedings. Mlcn (Workshop) (6th : 2023 : Vancouver, B.C.). 14312: 133-142 |
| Peng L, Wang N, Dvornek N, et al. (2022) FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction. Ieee Transactions On Medical Imaging |
| Li X, Zhou Y, Dvornek N, et al. (2021) BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis. Medical Image Analysis. 74: 102233 |
| Schirmer MD, Venkataraman A, Rekik I, et al. (2021) Neuropsychiatric disease classification using functional connectomics - results of the connectomics in neuroimaging transfer learning challenge. Medical Image Analysis. 70: 101972 |
| Dvornek NC, Ventola P, Duncan JS. (2020) ESTIMATING REPRODUCIBLE FUNCTIONAL NETWORKS ASSOCIATED WITH TASK DYNAMICS USING UNSUPERVISED LSTMS. Proceedings. Ieee International Symposium On Biomedical Imaging. 2020 |
| Li X, Zhou Y, Dvornek NC, et al. (2020) Efficient Shapley Explanation For Features Importance Estimation Under Uncertainty. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12261: 792-801 |
| Dvornek NC, Li X, Zhuang J, et al. (2020) Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity. Machine Learning in Medical Imaging. Mlmi (Workshop). 12436: 363-372 |
| Zhuang J, Dvornek N, Li X, et al. (2020) Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE. Proceedings of Machine Learning Research. 119: 11639-11649 |
| Li X, Dvornek NC, Zhuang J, et al. (2020) Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection. Proceedings of Spie--the International Society For Optical Engineering. 11317 |
| Li X, Zhou Y, Dvornek NC, et al. (2020) Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12267: 625-635 |