Fuyao Chen
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Biography
I am an MD-PhD student focusing on medical image analysis. My interests encompass developing and applying cutting-edge technological tools to enhance disease diagnosis, treatment planning, and patient outcomes. I am inspired by interdisciplinary collaborations that drive translational development and bring innovation into real-world clinical settings. Additionally, I am passionate about leveraging advanced technologies in medical education and address implementation challenges in underserved and under-resourced healthcare environments.
Last Updated on May 29, 2025.
Education & Training
- BE
- Vanderbilt University, Biomedical Engineering (2017)
Research
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Overview
Medical Research Interests
Biomedical Engineering
ORCID
0000-0002-9609-5731
Publications
2026
EQUI-ViT: Rotational Equivariant Vision Transformer for Robust Histopathology Analysis
Chen F, Du Y, Lieffrig E, Dvorne N, Onofrey J. EQUI-ViT: Rotational Equivariant Vision Transformer for Robust Histopathology Analysis. 2026, 00: 1-5. DOI: 10.1109/isbi61048.2026.11515513.Peer-Reviewed Original ResearchCitations
2025
Conditional Convolution of Clinical Data Embeddings for Multimodal Prostate Cancer Classification
Zhong J, Chen F, Chen L, Shung D, Onofrey J. Conditional Convolution of Clinical Data Embeddings for Multimodal Prostate Cancer Classification. 2025, 00: 1-5. DOI: 10.1109/isbi60581.2025.10981307.Peer-Reviewed Original ResearchCitationsComparative Performance of Machine Learning Models in Reducing Unnecessary Targeted Prostate Biopsies
Chen F, Esmaili R, Khajir G, Zeevi T, Gross M, Leapman M, Sprenkle P, Justice A, Arora S, Weinreb J, Spektor M, Huber S, Humphrey P, Levi A, Staib L, Venkataraman R, Martin D, Onofrey J. Comparative Performance of Machine Learning Models in Reducing Unnecessary Targeted Prostate Biopsies. European Urology Oncology 2025, 9: 142-149. PMID: 39924390, PMCID: PMC12332026, DOI: 10.1016/j.euo.2025.01.005.Peer-Reviewed Original ResearchCitationsAltmetric
2023
Fast Reconstruction Enhances Deep Learning PET Head Motion Correction
Zeng T, Chen F, Zhang J, Lieffrig E, Cai Z, Naganawa M, You C, Lu Y, Onofrey J. Fast Reconstruction Enhances Deep Learning PET Head Motion Correction. 2023, 00: 1-1. DOI: 10.1109/nssmicrtsd49126.2023.10338189.Peer-Reviewed Original ResearchTeacher’s PET: Semi-supervised Deep Learning for PET Head Motion Correction
Zeng T, You C, Cai Z, Lieffrig E, Zhang J, Chen F, Lu Y, Onofrey J. Teacher’s PET: Semi-supervised Deep Learning for PET Head Motion Correction. 2023, 00: 1-1. DOI: 10.1109/nssmicrtsd49126.2023.10337834.Peer-Reviewed Original ResearchCitationsCross-Attention for Improved Motion Correction in Brain PET
Cai Z, Zeng T, Lieffrig E, Zhang J, Chen F, Toyonaga T, You C, Xin J, Zheng N, Lu Y, Duncan J, Onofrey J. Cross-Attention for Improved Motion Correction in Brain PET. Lecture Notes In Computer Science 2023, 14312: 34-45. PMID: 38174216, PMCID: PMC10758996, DOI: 10.1007/978-3-031-44858-4_4.ChaptersCitationsFast Reconstruction for Deep Learning PET Head Motion Correction
Zeng T, Zhang J, Lieffrig E, Cai Z, Chen F, You C, Naganawa M, Lu Y, Onofrey J. Fast Reconstruction for Deep Learning PET Head Motion Correction. Lecture Notes In Computer Science 2023, 14229: 710-719. PMID: 38174207, PMCID: PMC10758999, DOI: 10.1007/978-3-031-43999-5_67.ChaptersCitationsInterrater reproducibility of the Myoton and durometer devices to quantify sclerotic chronic graft-versus-host disease
Ghosh S, Baker L, Chen F, Khera Z, Vain A, Zhang K, Hood A, Smith H, Chen H, Jagasia M, Tkaczyk E. Interrater reproducibility of the Myoton and durometer devices to quantify sclerotic chronic graft-versus-host disease. Archives Of Dermatological Research 2023, 315: 2545-2554. PMID: 37227518, PMCID: PMC11755669, DOI: 10.1007/s00403-023-02626-1.Peer-Reviewed Original ResearchCitationsHyperspectral imaging to accurately segment skin erythema and hyperpigmentation in cutaneous chronic graft‐versus‐host disease
Saknite I, Kwun S, Zhang K, Hood A, Chen F, Kangas L, Kortteisto P, Kukkonen A, Spigulis J, Tkaczyk E. Hyperspectral imaging to accurately segment skin erythema and hyperpigmentation in cutaneous chronic graft‐versus‐host disease. Journal Of Biophotonics 2023, 16: e202300009-e202300009. PMID: 36942511, PMCID: PMC11737863, DOI: 10.1002/jbio.202300009.Peer-Reviewed Original ResearchCitationsAltmetricEnhanced characterization of breast cancer phenotypes using Raman micro-spectroscopy on stainless steel substrate
Thomas G, Fitzgerald S, Gautam R, Chen F, Haugen E, Rasiah P, Adams W, Mahadevan-Jansen A. Enhanced characterization of breast cancer phenotypes using Raman micro-spectroscopy on stainless steel substrate. Analytical Methods 2023, 15: 1188-1205. PMID: 36799369, DOI: 10.1039/d2ay01764d.Peer-Reviewed Original ResearchCitations
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N207
Lab
The Anlyan Center
300 Cedar Street
New Haven, CT 06519