Hanyin Wang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Top Venues

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Artif. Intell. Medicine

Publications

Hanyin Wang, Chufan Gao, Bolun Liu, Qiping Xu, Guleid Hussein, Mohamad El Labban, Kingsley Iheasirim, Hariprasad Korsapati, Chuck Outcalt, Jimeng Sun
Adapting Open-Source Large Language Models for Cost-Effective, Expert-Level Clinical Note Generation with On-Policy Reinforcement Learning. CoRR (2024)
Hanyin Wang, Chufan Gao, Christopher Dantona, Bryan Hull, Jimeng Sun
DRG-LLaMA : tuning LLaMA model to predict diagnosis-related group for hospitalized patients. npj Digit. Medicine 7 (1) (2024)
Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo
A comparative study of pretrained language models for long clinical text. J. Am. Medical Informatics Assoc. 30 (2) (2023)
Hanyin Wang, Yikuan Li, Meghan R. Hutch, Adrienne S. Kline, Sebastian Otero, Leena B. Mithal, Emily S. Miller, Andrew Naidech, Yuan Luo
Patterns of diverse and changing sentiments towards COVID-19 vaccines: a sentiment analysis study integrating 11 million tweets and surveillance data across over 180 countries. J. Am. Medical Informatics Assoc. 30 (5) (2023)
Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo
A Comparative Study of Pretrained Language Models for Long Clinical Text. CoRR (2023)
Hanyin Wang, Chufan Gao, Christopher Dantona, Bryan Hull, Jimeng Sun
DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients. CoRR (2023)
Yikuan Li, Hanyin Wang, Halid Ziya Yerebakan, Yoshihisa Shinagawa, Yuan Luo
Enhancing Health Data Interoperability with Large Language Models: A FHIR Study. CoRR (2023)
Yikuan Li, Chengsheng Mao, Kaixuan Huang, Hanyin Wang, Zheng Yu, Mengdi Wang, Yuan Luo
Deep Reinforcement Learning for Efficient and Fair Allocation of Health Care Resources. CoRR (2023)
Hanyin Wang, Meghan R. Hutch, Yikuan Li, Adrienne S. Kline, Sebastian Otero, Leena B. Mithal, Emily S. Miller, Andrew Naidech, Yuan Luo
Deep Learning Reveals Patterns of Diverse and Changing Sentiments Towards COVID-19 Vaccines Based on 11 Million Tweets. CoRR (2022)
Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences. CoRR (2022)
Adrienne S. Kline, Hanyin Wang, Yikuan Li, Saya R. Dennis, Meghan Hutch, Zhenxing Xu, Fei Wang, Feixiong Cheng, Yuan Luo
Multimodal Machine Learning in Precision Health. CoRR (2022)
Adrienne S. Kline, Hanyin Wang, Yikuan Li, Saya R. Dennis, Meghan Hutch, Zhenxing Xu, Fei Wang, Feixiong Cheng, Yuan Luo
Multimodal machine learning in precision health: A scoping review. npj Digit. Medicine 5 (2022)
Hanyin Wang, Yikuan Li, Andrew Naidech, Yuan Luo
Comparison between machine learning methods for mortality prediction for sepsis patients with different social determinants. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Hanyin Wang, Yikuan Li, Andrew Naidech, Yuan Luo
Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients. CoRR (2021)
Yikuan Li, Hanyin Wang, Yuan Luo
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports. BIBM (2020)
Hanyin Wang, Yikuan Li, Seema A. Khan, Yuan Luo
Prediction of breast cancer distant recurrence using natural language processing and knowledge-guided convolutional neural network. Artif. Intell. Medicine 110 (2020)
Yikuan Li, Hanyin Wang, Yuan Luo
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports. CoRR (2020)
Hanyin Wang, Yikuan Li, Hongyan Ning, John Wilkins, Donald Lloyd-Jones, Yuan Luo
Using Machine Learning to Integrate Socio-Behavioral Factors in Predicting Cardiovascular-Related Mortality Risk. MedInfo (2019)