Tianyu Han

Adversarial attacks and adversarial robustness in computational pathology

2022 · 104 Zit. · Nature Communications

Large language models streamline automated machine learning for clinical studies

2024 · 93 Zit. · Nature Communications

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

2023 · 76 Zit. · Medical Image Analysis

Comparative Analysis of Multimodal Large Language Model Performance on Clinical Vignette Questions

2024 · 73 Zit. · JAMA

Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data

2023 · 42 Zit. · Scientific Reports

Medical large language models are susceptible to targeted misinformation attacks

2024 · 40 Zit. · npj Digital Medicine

Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization

2021 · 40 Zit. · Nature Communications

Integrating Text and Image Analysis: Exploring GPT-4V’s Capabilities in Advanced Radiological Applications Across Subspecialties

2024 · 28 Zit. · Journal of Medical Internet Research

Comparative Analysis of GPT-4Vision, GPT-4 and Open Source LLMs in Clinical Diagnostic Accuracy: A Benchmark Against Human Expertise

2023 · 14 Zit. · medRxiv

Medical slice transformer for improved diagnosis and explainability on 3D medical images with DINOv2

2025 · 14 Zit. · Scientific Reports

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

2022 · 7 Zit. · medRxiv

Breaking Medical Data Sharing Boundaries by Employing Artificial Radiographs

2019 · 4 Zit. · bioRxiv (Cold Spring Harbor Laboratory)

LongHealth: A Question Answering Benchmark with Long Clinical Documents

2025 · 3 Zit. · Journal of Healthcare Informatics Research

LongHealth: A Question Answering Benchmark with Long Clinical Documents

2024 · 2 Zit. · arXiv (Cornell University)

From Text to Image: Exploring GPT-4Vision's Potential in Advanced Radiological Analysis across Subspecialties

2023 · 1 Zit. · arXiv (Cornell University)