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), 234-2512024
DOIPDF

Fairness-Aware Machine Learning in Clinical Decision Support

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

Proceedings of NeurIPS 20242024

Multilingual Medical Named Entity Recognition with Transfer Learning

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

arXiv preprint arXiv:2024.123452024
arXiv

2023

Bridging Human Expertise and AI: A Framework for Collaborative Intelligence

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

Communications of the ACM, 66(8), 78-892023
DOIPDF

Privacy-Preserving Natural Language Processing for Healthcare

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

Proceedings of ACL 20232023

2022

Deep Learning Approaches for Medical Image Analysis: A Survey

Chen, S., Lee, & K.

IEEE Transactions on Medical Imaging, 42(5), 1123-11452022
DOIPDF

AI in Healthcare: Principles and Applications

Chen, S., Patel, & A.

Cambridge University Press2022

2021

Interpretable Machine Learning for Clinical Decision Making

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

Proceedings of ICML 20212021

Natural Language Understanding in Medical Texts

Chen, S., Williams, & R.

Journal of Biomedical Informatics, 115, 1036822021
DOIPDF