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Yu Tian

Assistant Professor (Tenure-track)

University of Central Florida

United States

Research Interests

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Professors in United States Professors in Medical Imaging Medical Imaging professors in United States

Articles (10)

Year:

2026

Year:

2026

Year:

2026

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2024

Year:

2024

Year:

2023

Collaborators (8)

Gustavo Carneiro

Professor of AI and Machine Learning

University of Surrey

UNITED KINGDOM

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Wei Zhang

Associate Professor and Graduate Program Director

University of Central Florida

UNITED STATES

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Minghan Li

Assistant Professor

Colorado School of Mines

UNITED STATES

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Vasileios Belagiannis

Professor

Friedrich-Alexander Universität Erlangen-Nürnberg

GERMANY

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Yi Fang

UNITED ARAB EMIRATES

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Hao Zheng

Assistant Professor

University of Louisiana at Lafayette

UNITED STATES

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Guansong Pang

Assistant Professor of Computer Science

Singapore Management University

SINGAPORE

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Gabriela Mustata Wilson

Endowed Chair and Director

University of Louisiana at Lafayette

UNITED STATES

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Yu Tian

Research Interests

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Articles (10)

MultiFair: Multimodal Balanced Fairness-Aware Medical Classification With Dual-Level Gradient Modulation

FairFedMed: Benchmarking Group Fairness in Federated Medical Imaging With FairLoRA

MedCure: Medical Data Curation for Efficient Vision–Language Pretraining

Translation Consistent Semi-Supervised Segmentation for 3D Medical Images

Fourier Transform Multiple Instance Learning for whole slide image classification

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

BRAIxDet: Learning to detect malignant breast lesion with incomplete annotations

Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization

RNFLT2Vec: Artifact-corrected representation learning for retinal nerve fiber layer thickness maps

Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images

Collaborators (8)

Gustavo Carneiro

Wei Zhang

Minghan Li

Vasileios Belagiannis

Yi Fang

Hao Zheng

Guansong Pang

Gabriela Mustata Wilson

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