Publications

Complete Publication Record

A comprehensive list of my peer-reviewed publications, organized by year.

2024

Understanding Context in Large Language Models: A Comprehensive Study

Chen, S., Johnson, M., Williams, & R.

Nature Machine Intelligence, 6(3), 234-251•2024
DOIPDF

Fairness-Aware Machine Learning in Clinical Decision Support

Chen, S., Patel, A., Kim, & J.

Proceedings of NeurIPS 2024•2024

Multilingual Medical Named Entity Recognition with Transfer Learning

Kim, J., Chen, S., Tanaka, & Y.

arXiv preprint arXiv:2024.12345•2024
arXiv

2023

Bridging Human Expertise and AI: A Framework for Collaborative Intelligence

Williams, R., Chen, S., Garcia, & L.

Communications of the ACM, 66(8), 78-89•2023
DOIPDF

Privacy-Preserving Natural Language Processing for Healthcare

Chen, S., Brown, T., Davis, & M.

Proceedings of ACL 2023•2023

2022

Deep Learning Approaches for Medical Image Analysis: A Survey

Chen, S., Lee, & K.

IEEE Transactions on Medical Imaging, 42(5), 1123-1145•2022
DOIPDF

AI in Healthcare: Principles and Applications

Chen, S., Patel, & A.

Cambridge University Press•2022

2021

Interpretable Machine Learning for Clinical Decision Making

Chen, S., Martinez, R., Johnson, & M.

Proceedings of ICML 2021•2021

Natural Language Understanding in Medical Texts

Chen, S., Williams, & R.

Journal of Biomedical Informatics, 115, 103682•2021
DOIPDF