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Shan Chen
Shan Chen
AIM @ Harvard-MGB
Verified email at childrens.harvard.edu - Homepage
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Cited by
Year
Use of artificial intelligence chatbots for cancer treatment information
S Chen, BH Kann, MB Foote, HJWL Aerts, GK Savova, RH Mak, ...
JAMA oncology 9 (10), 1459-1462, 2023
862023
Evaluation of ChatGPT family of models for biomedical reasoning and classification
S Chen, Y Li, S Lu, H Van, HJWL Aerts, GK Savova, DS Bitterman
Journal of the American Medical Informatics Association, 2023
412023
Large language models to identify social determinants of health in electronic health records
M Guevara, S Chen, S Thomas, TL Chaunzwa, I Franco, BH Kann, ...
NPJ digital medicine 7 (1), 6, 2024
372024
The effect of using a large language model to respond to patient messages
S Chen, M Guevara, S Moningi, F Hoebers, H Elhalawani, BH Kann, ...
The Lancet Digital Health 6 (6), e379-e381, 2024
12*2024
Natural language processing to automatically extract the presence and severity of esophagitis in notes of patients undergoing radiotherapy
S Chen, M Guevara, N Ramirez, A Murray, JL Warner, HJWL Aerts, ...
JCO Clinical Cancer Informatics 7, e2300048, 2023
112023
Natural Language Processing Methods to Empirically Explore Social Contexts and Needs in Cancer Patient Notes
A Derton, M Guevara, S Chen, S Moningi, DE Kozono, D Liu, TA Miller, ...
JCO Clinical Cancer Informatics 7, e2200196, 2023
62023
BCH-NLP at BioCreative VII Track 3: medications detection in tweets using transformer networks and multi-task learning
D Xu, S Chen, T Miller
arXiv preprint arXiv:2111.13726, 2021
32021
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
S Chen, J Gallifant, M Gao, P Moreira, N Munch, A Muthukkumar, A Rajan, ...
arXiv preprint arXiv:2405.05506, 2024
12024
Measuring Pointwise 𝒱-Usable Information In-Context-ly
S Lu, S Chen, Y Li, D Bitterman, G Savova, I Gurevych
Findings of the Association for Computational Linguistics: EMNLP 2023, 15739 …, 2023
1*2023
Annotation dataset of social determinants of health from MIMIC-III Clinical Care Database
M Guevara, S Chen, S Thomas, D Bitterman
Physionet 1 (0), 10.13026, 2023
12023
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
J Gallifant, S Chen, P Moreira, N Munch, M Gao, J Pond, LA Celi, H Aerts, ...
arXiv preprint arXiv:2406.12066, 2024
2024
Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data
S Chen, J Gallifant, M Guevara, Y Gao, M Afshar, T Miller, D Dligach, ...
arXiv preprint arXiv:2403.19511, 2024
2024
LCD Benchmark: Long Clinical Document Benchmark on Mortality Prediction for Language Models
WJ Yoon, S Chen, Y Gao, Z Zhao, D Dligach, DS Bitterman, M Afshar, ...
medRxiv, 2024.03. 26.24304920, 2024
2024
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