Nicha C. Dvornek

NeuroscienceMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 27 papers. Top paper: “Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results”.

Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results

Medical Image Analysis(2020)10.1016/j.media.2020.101765

N/A

0.920DataRank · unranked

461 citations

Yufeng Gu, Nicha C. Dvornek, Lawrence H. Staib, Pamela Ventola, James S. Duncan +1 more

MCP-Net: Introducing Patlak Loss Optimization to Whole-Body Dynamic PET Inter-Frame Motion Correction

IEEE Transactions on Medical Imaging(2023)10.1109/tmi.2023.3290003

N/A

0.364DataRank · unranked

9 citations

Bo Zhou, Xiongchao Chen, Ming-Kai Chen, Chi Liu, Nicha C. Dvornek +1 more

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.05.16.100057

N/A

0DataRank · unranked

48 citations

Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Siyuan Gao, Juntang Zhuang +5 more

BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis

Medical Image Analysis(2021)10.1016/j.media.2021.102233

N/A

0DataRank · unranked

719 citations

Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Siyuan Gao, Juntang Zhuang +5 more

Automatic Inter-Frame Patient Motion Correction for Dynamic Cardiac PET Using Deep Learning

IEEE Transactions on Medical Imaging(2021)10.1109/tmi.2021.3082578

N/A

0DataRank · unranked

41 citations

Yihuan Lu, Nicha C. Dvornek, C. Weyman, Edward J. Miller, Albert J. Sinusas +2 more

Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network

Medical Image Analysis(2022)10.1016/j.media.2022.102524

N/A

0DataRank · unranked

25 citations

Bo Zhou, David Pigg, Bruce Spottiswoode, Michael Casey, Chi Liu +2 more

Inter-Pass Motion Correction for Whole-Body Dynamic PET and Parametric Imaging

IEEE Transactions on Radiation and Plasma Medical Sciences(2022)10.1109/trpms.2022.3227576

N/A

0DataRank · unranked

11 citations

Jing Wu, Ming-Kai Chen, Qiong Liu, John A. Onofrey, Darko Pucar +6 more

MCP-Net: Inter-frame Motion Correction with Patlak Regularization for Whole-body Dynamic PET

Lecture notes in computer science(2022)10.1007/978-3-031-16440-8_16

N/A

0DataRank · unranked

6 citations

Bo Zhou, Xiongchao Chen, Chi Liu, Nicha C. Dvornek, Xueqi Guo

TAI-GAN: Temporally and Anatomically Informed GAN for Early-to-Late Frame Conversion in Dynamic Cardiac PET Motion Correction

Lecture notes in computer science(2023)10.1007/978-3-031-44689-4_7

N/A

0DataRank · unranked

3 citations

Luyao Shi, Xiongchao Chen, Bo Zhou, Qiong Liu, Huidong Xie +8 more

Learning Sequential Information in Task-Based fMRI for Synthetic Data Augmentation

Lecture notes in computer science(2023)10.1007/978-3-031-44858-4_8

N/A

0DataRank · unranked

2 citations

Nicha C. Dvornek, Lawrence H. Staib, James S. Duncan, Jiyao Wang

Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation

Medical Image Analysis(2024)10.1016/j.media.2024.103300

N/A

0DataRank · unranked

25 citations

Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou +5 more

Style mixup enhanced disentanglement learning for unsupervised domain adaptation in medical image segmentation

Medical Image Analysis(2024)10.1016/j.media.2024.103440

N/A

0DataRank · unranked

10 citations

Jingmin Xin, Chenyu You, Peiwen Shi, Siyuan Dong, Nicha C. Dvornek +3 more

TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction

Medical Image Analysis(2024)10.1016/j.media.2024.103190

N/A

0DataRank · unranked

7 citations

Luyao Shi, Xiongchao Chen, Qiong Liu, Bo Zhou, Huidong Xie +9 more

Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder

PubMed(2024)10.1109/isbi56570.2024.10635753

N/A

0DataRank · unranked

4 citations

Nicha C. Dvornek, Jiyao Wang, Jeffrey Eilbott, Yuexi Du, Denis G. Sukhodolsky +2 more

Self-supervised Pre-training Tasks for an fMRI Time-Series Transformer in Autism Detection

Lecture notes in computer science(2024)10.1007/978-3-031-78761-4_14

N/A

0DataRank · unranked

4 citations

Peiyu Duan, Yuexi Du, Nicha C. Dvornek, Yinchi Zhou

SIFT-DBT: Self-Supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification

PubMed(2024)10.1109/isbi56570.2024.10635723

N/A

0DataRank · unranked

3 citations

Regina J. Hooley, John Lewin, Nicha C. Dvornek, Yuexi Du

CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning

Lecture notes in computer science(2024)10.1007/978-3-031-72390-2_44

N/A

0DataRank · unranked

2 citations

Brian L. Chang, Nicha C. Dvornek, Yuexi Du

SIFT-DBT: Self-supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification

arXiv (Cornell University)(2024)10.48550/arxiv.2403.13148

N/A

0DataRank · unranked

1 citations

Regina J. Hooley, John Lewin, Nicha C. Dvornek, Yuexi Du

Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation

arXiv (Cornell University)(2024)10.48550/arxiv.2405.12223

N/A

0DataRank · unranked

0 citations

Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou +5 more

STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC

arXiv (Cornell University)(2024)10.48550/arxiv.2406.12065

N/A

0DataRank · unranked

0 citations

Nicha C. Dvornek, Peiyu Duan, Lawrence H. Staib, Pamela Ventola, James S. Duncan +1 more

Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder

arXiv (Cornell University)(2024)10.48550/arxiv.2407.00008

N/A

0DataRank · unranked

0 citations

Nicha C. Dvornek, Jiyao Wang, Jeffrey Eilbott, Yuexi Du, Denis G. Sukhodolsky +2 more

CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning

arXiv (Cornell University)(2024)10.48550/arxiv.2407.21011

N/A

0DataRank · unranked

0 citations

Brian L. Chang, Nicha C. Dvornek, Yuexi Du

Deep Learning-based Dynamic PET Intra-frame Motion Correction and Integration with Inter-frame Motion Estimation

(2024)10.1109/nss/mic/rtsd57108.2024.10657268

N/A

0DataRank · unranked

0 citations

Yu‐Jung Tsai, Qiang Liu, Lei Guo, Gerardo Hermosillo Valadez, Nicha C. Dvornek +2 more

Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism Detection

arXiv (Cornell University)(2024)10.48550/arxiv.2409.12304

N/A

0DataRank · unranked

0 citations

Peiyu Duan, Yuexi Du, Nicha C. Dvornek, Yinchi Zhou

CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray

Medical Image Analysis(2025)10.1016/j.media.2025.103739

N/A

0DataRank · unranked

6 citations

Gregory Holste, Song Wang, Yiliang Zhou, Yishu Wei, Imon Banerjee +29 more

Towards Zero-Shot Task-Generalizable Learning on FMRI

PubMed(2025)10.1109/isbi60581.2025.10981094

N/A

0DataRank · unranked

0 citations

Nicha C. Dvornek, Peiyu Duan, Lawrence H. Staib, James S. Duncan, Jiyao Wang

Layer Embedding Analysis in Convolutional Neural Networks for Improved Probability Calibration and Classification

IEEE Transactions on Medical Imaging(2020)10.1109/tmi.2020.2990625

N/A

0DataRank · unranked

10 citations

Nicha C. Dvornek, Junlin Yang, Julius Chapiro, James S. Duncan, Fan Zhang