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Hanyin Wang
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 18
Top Topics
Language Model
Top Venues
CoRR
J. Am. Medical Informatics Assoc.
npj Digit. Medicine
Artif. Intell. Medicine
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Publications
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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)