Yefeng Zheng

The Medical Segmentation Decathlon

2022 · 1.140 Zit. · Nature Communications

A medical multimodal large language model for future pandemics

2023 · 128 Zit. · npj Digital Medicine

Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank

2020 · 69 Zit. · IEEE Journal of Biomedical and Health Informatics

Large language models leverage external knowledge to extend clinical insight beyond language boundaries

2024 · 28 Zit. · Journal of the American Medical Informatics Association

Lower-extremity fatigue fracture detection and grading based on deep learning models of radiographs

2022 · 22 Zit. · European Radiology

AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation

2024 · 16 Zit. · Journal of Medical Internet Research

Contractible Regularization for Federated Learning on Non-IID Data

2022 · 12 Zit. · 2022 IEEE International Conference on Data Mining (ICDM)

CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation

2023 · 8 Zit.

Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models

2024 · 5 Zit.

Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words

2022 · 2 Zit. · arXiv (Cornell University)

How much Medical Knowledge do LLMs have? An Evaluation of Medical Knowledge Coverage for LLMs

2025 · 2 Zit.

MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey

2024 · 0 Zit.

AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation (Preprint)

2023 · 0 Zit.

CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation

2023 · 0 Zit. · arXiv (Cornell University)

Federated Learning via Input-Output Collaborative Distillation

2023 · 0 Zit. · arXiv (Cornell University)