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ORCIDHanyin Wang
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2020 – today
- 2024
[j6]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)- [i10]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 abs/2405.00715 (2024) - 2023
- [j5]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): 340-347 (2023) - [j4]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): 923-931 (2023) - [i9]Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo:
A Comparative Study of Pretrained Language Models for Long Clinical Text. CoRR abs/2301.11847 (2023) - [i8]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 abs/2309.08560 (2023) - [i7]Hanyin Wang, Chufan Gao, Christopher Dantona, Bryan Hull, Jimeng Sun:
DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients. CoRR abs/2309.12625 (2023) - [i6]Yikuan Li, Hanyin Wang, Halid Ziya Yerebakan, Yoshihisa Shinagawa, Yuan Luo:
Enhancing Health Data Interoperability with Large Language Models: A FHIR Study. CoRR abs/2310.12989 (2023) - 2022
- [j3]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): 156 (2022) - [j2]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) - [i5]Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo:
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences. CoRR abs/2201.11838 (2022) - [i4]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 abs/2204.04777 (2022) - [i3]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 abs/2207.10641 (2022) - 2021
- [i2]Hanyin Wang, Yikuan Li, Andrew Naidech, Yuan Luo:
Disparities in Social Determinants among Performances of Mortality Prediction with Machine Learning for Sepsis Patients. CoRR abs/2112.08224 (2021) - 2020
- [j1]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: 101977 (2020) - [c2]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: 1999-2004 - [i1]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 abs/2009.01523 (2020)
2010 – 2019
- 2019
- [c1]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: 433-437
Coauthor Index
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