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 · 849 citations · Full text

Computing, Biomedical Informatics, Computer Science +7

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 · 533 citations

Computing, Computer Science, Radiology +17

Evaluating large language models on medical evidence summarization

Liyan Tang, Zhaoyi Sun, Betina Idnay et al. · npj Digital Medicine · 2023 · 367 citations · Full text

Computing, Biomedical Informatics, Computer Science +15

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 · 356 citations · Full text

Computing, Computer Science, Ophthalmology +17

Opportunities and obstacles for deep learning in biology and medicine

Travers Ching, Daniel Himmelstein, Brett K. Beaulieu‐Jones et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2017 · 309 citations · Full text

Computing, Biomedical Sciences, Computational Biology +8