Publications by authors named "Nicha Dvornek"

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CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray.
Mingquan Lin, Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Nicha C Dvornek

Med Image Anal· December 2025

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Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography.
Yuexi Du, John A Onofrey, Nicha C Dvornek

Inf Process Med Imaging· September 2025

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CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray.
Mingquan Lin, Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Nicha C Dvornek

ArXiv· June 2025

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Connectome-based predictive modeling of early and chronic psychosis symptoms.
Maya L Foster, Jean Ye, Albert R Powers, Nicha C Dvornek, Dustin Scheinost

Neuropsychopharmacology· May 2025

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Style mixup enhanced disentanglement learning for unsupervised domain adaptation in medical image segmentation.
Zhuotong Cai, Jingmin Xin, Chenyu You, Peiwen Shi, Siyuan Dong, Nicha C Dvornek

Med Image Anal· April 2025

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STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC.
Jiyao Wang, Nicha C Dvornek, Peiyu Duan, Lawrence H Staib, Pamela Ventola

ArXiv· April 2025

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Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation.
Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C Dvornek

Med Image Anal· December 2024

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Prior knowledge-guided vision-transformer-based unsupervised domain adaptation for intubation prediction in lung disease at one week.
Junlin Yang, John Anderson Garcia Henao, Nicha Dvornek, Jianchun He, Danielle V Bower

Comput Med Imaging Graph· December 2024

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Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism Detection.
Yinchi Zhou, Peiyu Duan, Yuexi Du, Nicha C Dvornek

Mach Learn Clin Neuroimaging (2024)· December 2024

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CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning.
Yuexi Du, Brian Chang, Nicha C Dvornek

Med Image Comput Comput Assist Interv· October 2024

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Mine Your Own Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels.
Chenyu You, Weicheng Dai, Fenglin Liu, Yifei Min, Nicha C Dvornek

IEEE Trans Pattern Anal Mach Intell· September 2024

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TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction.
Xueqi Guo, Luyao Shi, Xiongchao Chen, Qiong Liu, Bo Zhou, Nicha C Dvornek

Med Image Anal· August 2024

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SIFT-DBT: SELF-SUPERVISED INITIALIZATION AND FINE-TUNING FOR IMBALANCED DIGITAL BREAST TOMOSYNTHESIS IMAGE CLASSIFICATION.
Yuexi Du, Regina J Hooley, John Lewin, Nicha C Dvornek

Proc IEEE Int Symp Biomed Imaging· May 2024

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SPECTRAL BRAIN GRAPH NEURAL NETWORK FOR PREDICTION OF ANXIETY IN CHILDREN WITH AUTISM SPECTRUM DISORDER.
Peiyu Duan, Nicha C Dvornek, Jiyao Wang, Jeffrey Eilbott, Yuexi Du

Proc IEEE Int Symp Biomed Imaging· May 2024

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Copy Number Variation Informs fMRI-based Prediction of Autism Spectrum Disorder.
Nicha C Dvornek, Catherine Sullivan, James S Duncan, Abha R Gupta

Mach Learn Clin Neuroimaging (2023)· October 2023

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TAI-GAN: Temporally and Anatomically Informed GAN for Early-to-Late Frame Conversion in Dynamic Cardiac PET Motion Correction.
Xueqi Guo, Luyao Shi, Xiongchao Chen, Bo Zhou, Qiong Liu, Nicha C Dvornek

Simul Synth Med Imaging· October 2023

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Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation.
Jiyao Wang, Nicha C Dvornek, Lawrence H Staib, James S Duncan

Mach Learn Clin Neuroimaging (2023)· October 2023

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FedNI: Federated Graph Learning With Network Inpainting for Population-Based Disease Prediction.
Liang Peng, Nan Wang, Nicha Dvornek, Xiaofeng Zhu, Xiaoxiao Li

IEEE Trans Med Imaging· July 2023

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MCP-Net: Introducing Patlak Loss Optimization to Whole-body Dynamic PET Inter-frame Motion Correction.
Xueqi Guo, Bo Zhou, Xiongchao Chen, Ming-Kai Chen, Chi Liu, Nicha C Dvornek

IEEE Trans Med Imaging· June 2023

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Inter-pass motion correction for whole-body dynamic PET and parametric imaging.
Xueqi Guo, Jing Wu, Ming-Kai Chen, Qiong Liu, John A Onofrey, Nicha C Dvornek

IEEE Trans Radiat Plasma Med Sci· April 2023

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MCP-Net: Inter-frame Motion Correction with Patlak Regularization for Whole-body Dynamic PET.
Xueqi Guo, Bo Zhou, Xiongchao Chen, Chi Liu, Nicha C Dvornek

Med Image Comput Comput Assist Interv· September 2022

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Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network.
Xueqi Guo, Bo Zhou, David Pigg, Bruce Spottiswoode, Michael E Casey, Nicha C Dvornek

Med Image Anal· August 2022

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Characterization of Early Stage Parkinson's Disease From Resting-State fMRI Data Using a Long Short-Term Memory Network.
Xueqi Guo, Sule Tinaz, Nicha C Dvornek

Front Neuroimaging· July 2022

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Automatic Inter-Frame Patient Motion Correction for Dynamic Cardiac PET Using Deep Learning.
Luyao Shi, Yihuan Lu, Nicha Dvornek, Christopher A Weyman, Edward J Miller

IEEE Trans Med Imaging· December 2021

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BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis.
Xiaoxiao Li, Yuan Zhou, Nicha Dvornek, Muhan Zhang, Siyuan Gao

Med Image Anal· December 2021

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