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Nicha C Dvornek
Assistant Professor, Yale University
Joined
November 2018
Names
Nicha C Dvornek
(Preferred)
,
Nicha C. Dvornek
,
Nicha Chitphakdithai
Emails
****@yale.edu
(Confirmed)
,
****@yale.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@jhu.edu
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Assistant Professor
Yale University
(yale.edu)
2018
–
Present
Associate Research Scientist
Yale University
(yale.edu)
2017
–
2018
Postdoc
Yale University
(yale.edu)
2012
–
2017
PhD student
Yale University
(yale.edu)
2008
–
2012
Graduate Student
Yale University
(yale.edu)
2006
–
2012
MS student
Yale University
(yale.edu)
2006
–
2007
Undergrad student
Johns Hopkins University
(jhu.edu)
2002
–
2006
Advisors, Relations & Conflicts
Coauthor
Juntang Zhuang
2018
–
Present
Coauthor
Xiaoxiao Li
2017
–
Present
Coauthor
Lawrence H. Staib
2016
–
Present
Coauthor
Pamela Ventola
2016
–
Present
Coauthor
Kevin Pelphrey
2016
–
Present
Coauthor
Daniel Yang
2016
–
Present
Coauthor
James S. Duncan
2006
–
Present
Coauthor
Archana Venkataraman
2016
–
2016
Postdoc Advisor
Hemant D. Tagare
2012
–
2015
Coauthor
Hemant D. Tagare
2012
–
2015
PhD Advisor
James S. Duncan
2006
–
2012
Expertise
mammography
,
breast cancer detection
,
breast cancer diagnosis
2023
–
Present
motion correction
,
image registration
,
dynamic imaging
,
PET image analysis
2018
–
Present
deep learning
,
RNNs
,
time-series analysis
,
fMRI
,
non-imaging data fusion
2016
–
Present
machine learning
,
treatment prediction
,
fMRI analysis
2015
–
Present
medical image registration
,
brain MRI
2006
–
Present
cryo-em image processing
,
Bayesian estimation
2012
–
2015
Publications
CARE: Towards Clinical Accountability in Multi-Modal Medical Reasoning with an Evidence-Grounded Agentic Framework
Yuexi Du
,
Jinglu Wang
,
Shujie LIU
,
Nicha C Dvornek
,
Yan Lu
ICLR 2026 Poster
Readers:
Everyone
Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising
Yinchi Zhou
,
Huidong Xie
,
Menghua Xia
,
Qiong Liu
,
Bo Zhou
,
Tianqi Chen
,
Jun Hou
,
Liang Guo
,
Xinyuan Zheng
,
Hanzhong Wang
,
Biao Li
,
Axel Rominger
,
Kuangyu Shi
,
Nicha C. Dvornek
,
Chi Liu
CoRR 2025
Readers:
Everyone
Towards Zero-Shot Task-Generalizable Learning on fMRI
Jiyao Wang
,
Nicha C. Dvornek
,
Peiyu Duan
,
Lawrence H. Staib
,
James S. Duncan
CoRR 2025
Readers:
Everyone
Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology
Fuyao Chen
,
Yuexi Du
,
Tal Zeevi
,
Nicha C Dvornek
,
John A Onofrey
MIDL 2025 Poster
Readers:
Everyone
STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC
Jiyao Wang
,
Nicha C Dvornek
,
Peiyu Duan
,
Lawrence H. Staib
,
Pamela Ventola
,
James s Duncan
MIDL 2025 Oral
Readers:
Everyone
SRE-Conv: Symmetric Rotation Equivariant Convolution for Biomedical Image Classification
Yuexi Du
,
Jiazhen Zhang
,
Tal Zeevi
,
Nicha C. Dvornek
,
John A. Onofrey
CoRR 2025
Readers:
Everyone
Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net
Jiazhen Zhang
,
Yuexi Du
,
Nicha C. Dvornek
,
John A. Onofrey
CoRR 2025
Readers:
Everyone
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
,
Nanning Zheng
,
James S. Duncan
Medical Image Anal. 2025
Readers:
Everyone
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels
Chenyu You
,
Weicheng Dai
,
Fenglin Liu
,
Yifei Min
,
Nicha C. Dvornek
,
Xiaoxiao Li
,
David A. Clifton
,
Lawrence H. Staib
,
James S. Duncan
IEEE Trans. Pattern Anal. Mach. Intell. 2024
Readers:
Everyone
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography
Yuexi Du
,
John A Onofrey
,
Nicha C Dvornek
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
View all 108 publications
Co-Authors
Aaron Abajian
Abha R. Gupta
Ai Wern Chung
Albert J. Sinusas
Alexander Poellinger
Alokkumar Jha
Ameet Kumar Jain
Andrew Melbourne
Archana Venkataraman
Arno Depotter
Aurélie Pahud de Mortanges
Axel Rominger
Biao Li
Bo Zhou
Boqing Gong
Brian Chang
Bruce Spottiswoode
Catherine Sullivan
Charles S. Dela Cruz
Chenyu You
Chi Liu
Christopher A. Weyman
Christopher Gange
Daniel H. Pak
Daniel Y.-J. Yang
View all 153 co-authors