Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays. - Siyu Shi; Ishaan Malhi; Kevin Tran; Andrew Y. Ng; Pranav Rajpurkar (MIDL, 2021)

CheXseen: Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays. - Siyu Shi; Ishaan Malhi; Kevin Tran; Andrew Y. Ng; Pranav Rajpurkar (CoRR, 2021)

Transfer learning enables prediction of myocardial injury from continuous single-lead electrocardiography. - Boyang Tom Jin; Raj Palleti; Siyu Shi; Andrew Y. Ng; James V. Quinn; Pranav Rajpurkar; David A. Kim (J. Am. Medical Informatics Assoc., 2022)

Contrastive learning of heart and lung sounds for label-efficient diagnosis. - Pratham N. Soni; Siyu Shi; Pranav R. Sriram; Andrew Y. Ng; Pranav Rajpurkar (Patterns, 2022)

Privacy Protection in Palmprint Recognition via Pruning Frequency Channels. - Siyu Shi; Huikai Shao; Dexing Zhong (CCBR (1), 2024)

Robust Palmprint Recognition via Multi-Stage Noisy Label Selection and Correction. - Huikai Shao; Siyu Shi; Xuefeng Du; Dan Zeng; Dexing Zhong (IEEE Trans. Image Process., 2025)