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Dvornek, Nicha
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1

Data-driven learning strategies for biomarker detection and..:

, In: Deep Learning for Medical Image Analysis,
Duncan, James ; Staib, Lawrence H. ; Dvornek, Nicha... - p. 357-393 , 2024
Link: https://doi.org/10.1016/..
 
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2

Contributors:

, In: Deep Learning for Medical Image Analysis,
Bian, Cheng ; Burt, Alastair D. ; Cao, Xiaohuan... - p. xv-xxii , 2024
Link: https://doi.org/10.1016/..
 
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3

FedNI: Federated Graph Learning With Network Inpainting for..:

Peng, Liang ; Wang, Nan ; Dvornek, Nicha..
IEEE Transactions on Medical Imaging.  42 (2023)  7 - p. 2032-2043 , 2023
Link: https://doi.org/10.1109/..
 
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4

BrainGNN: Interpretable Brain Graph Neural Network for fMRI..:

Li, Xiaoxiao ; Zhou, Yuan ; Dvornek, Nicha...
Medical Image Analysis.  74 (2021)  - p. 102233 , 2021
Link: https://doi.org/10.1016/..
 
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5

Automatic Inter-Frame Patient Motion Correction for Dynamic..:

Shi, Luyao ; Lu, Yihuan ; Dvornek, Nicha...
IEEE Transactions on Medical Imaging.  40 (2021)  12 - p. 3293-3304 , 2021
Link: https://doi.org/10.1109/..
 
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6

Multiple-Shooting Adjoint Method for Whole-Brain Dynamic Ca..:

, In: Lecture Notes in Computer Science; Information Processing in Medical Imaging,
Zhuang, Juntang ; Dvornek, Nicha ; Tatikonda, Sekhar... - p. 58-70 , 2021
Link: https://doi.org/10.1007/..
 
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7

Layer Embedding Analysis in Convolutional Neural Networks f..:

Zhang, Fan ; Dvornek, Nicha ; Yang, Junlin..
IEEE Transactions on Medical Imaging.  39 (2020)  11 - p. 3331-3342 , 2020
Link: https://doi.org/10.1109/..
 
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8

Multi-site fMRI analysis using privacy-preserving federated..:

Li, Xiaoxiao ; Gu, Yufeng ; Dvornek, Nicha...
Medical Image Analysis.  65 (2020)  - p. 101765 , 2020
Link: https://doi.org/10.1016/..
 
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9

ShelfNet for Fast Semantic Segmentation:

, In: 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW),
Zhuang, Juntang ; Yang, Junlin ; Gu, Lin. - p. 847-856 , 2019
Link: https://doi.org/10.1109/..
 
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10

Deep Learning based Respiratory Pattern Classification and ..:

, In: 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC),
Guo, Yin ; Dvornek, Nicha ; Lu, Yihuan... - p. 1-5 , 2019
Link: https://doi.org/10.1109/..
 
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11

Pivotal response treatment prompts a functional rewiring of..:

Venkataraman, Archana ; Yang, Daniel Y.-J. ; Dvornek, Nicha...
NeuroReport.  27 (2016)  14 - p. 1081-1085 , 2016
Link: https://doi.org/10.1097/..
 
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12

TAI-GAN: A Temporally and Anatomically Informed Generative ..:

Guo, Xueqi ; Shi, Luyao ; Chen, Xiongchao...
Medical Image Analysis.  96 (2024)  - p. 103190 , 2024
Link: https://doi.org/10.1016/..
 
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13

TAI-GAN: Temporally and Anatomically Informed GAN for Early..:

, In: Simulation and Synthesis in Medical Imaging; Lecture Notes in Computer Science,
Guo, Xueqi ; Shi, Luyao ; Chen, Xiongchao... - p. 64-74 , 2023
Link: https://doi.org/10.1007/..
 
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14

Learning Sequential Information in Task-Based fMRI for Synt..:

, In: Lecture Notes in Computer Science; Machine Learning in Clinical Neuroimaging,
Wang, Jiyao ; Dvornek, Nicha C. ; Staib, Lawrence H.. - p. 79-88 , 2023
Link: https://doi.org/10.1007/..
 
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15

MCP-Net: Introducing Patlak Loss Optimization to Whole-Body..:

Guo, Xueqi ; Zhou, Bo ; Chen, Xiongchao...
IEEE Transactions on Medical Imaging.  42 (2023)  12 - p. 3512-3523 , 2023
Link: https://doi.org/10.1109/..
 
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