Yifan Peng

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

Yifan Peng, Shankai Yan, Zhiyong Lu · 2019 · 820 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +23

TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays

Xiaosong Wang, Yifan Peng, Le Lü et al. · 2018 · 516 citations

Convolutional Neural Network, Engineering, Machine Learning +22

DeepSeeNet: A Deep Learning Model for Automated Classification of Patient-based Age-related Macular Degeneration Severity from Color Fundus Photographs

Yifan Peng, Shazia Dharssi, Qingyu Chen et al. · Ophthalmology · 2018 · 349 citations · Full text

Image Classification, Ocular Disease, Machine Vision +14

Evaluating large language models on medical evidence summarization

Liyan Tang, Zhaoyi Sun, Betina Idnay et al. · npj Digital Medicine · 2023 · 313 citations · Full text

Opportunities and obstacles for deep learning in biology and medicine

Travers Ching, Daniel Himmelstein, Brett K. Beaulieu‐Jones et al. · 2017 · 309 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18