Zehao Yu

22 papers Misc 1Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Leveraging undecided cases in chart-reviewed phenotypes to enhance EHR-based association studies.
J. Biomed. Informatics
Xinyao Jian, Dazheng Zhang, Zehao Yu, Hua Xu, Jiang Bian, Yonghui Wu, Jiayi Tong, Yong Chen
2024 J jnl
Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need.
J. Am. Medical Informatics Assoc.
Cheng Peng, Xi Yang, Aokun Chen, Zehao Yu, Kaleb E. Smith, Anthony B. Costa, Mona G. Flores, Jiang Bian, Yonghui Wu
2024 — conf
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing.
ICHI
Aokun Chen, Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas, Kimberly A. Martinez, Robert J. Lucero, Tanja Magoc, Laurence M. Solberg, Urszula Alina Snigurska, Sarah E. Ser, Mattia Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu
2024 J jnl
Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias.
J. Biomed. Informatics
Zehao Yu, Cheng Peng, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
2024 J jnl
Improving Generalizability of Extracting Social Determinants of Health Using Large Language Models through Prompt-tuning.
CoRR
Cheng Peng, Zehao Yu, Kaleb E. Smith, Wei-Hsuan Lo-Ciganic, Jiang Bian, Yonghui Wu
2024 J jnl
Model tuning or prompt Tuning? a study of large language models for clinical concept and relation extraction.
J. Biomed. Informatics
Cheng Peng, Xi Yang, Kaleb E. Smith, Zehao Yu, Aokun Chen, Jiang Bian, Yonghui Wu
2024 — conf
Unveiling Fall Risk Factors: Nurse-Driven Corpus Development for Natural Language Processing.
Nursing Informatics
Ragnhildur I. Bjarnadottir, Yonghui Wu, Urszula Alina Snigurska, Sarah E. Ser, Laurence M. Solberg, Kimberly A. Martinez, Summer Bolin, Shannon E. Dwarica, Elizabeth Dunn, Laurie J. D. Duckworth, Xiwei Lou, Daniel Paredes, Zehao Yu, Robert J. Lucero
2023 J jnl
Clinical Concept and Relation Extraction Using Prompt-based Machine Reading Comprehension.
CoRR
Cheng Peng, Xi Yang, Zehao Yu, Jiang Bian, William R. Hogan, Yonghui Wu
2023 J jnl
Clinical concept and relation extraction using prompt-based machine reading comprehension.
J. Am. Medical Informatics Assoc.
Cheng Peng, Xi Yang, Zehao Yu, Jiang Bian, William R. Hogan, Yonghui Wu
2023 J jnl
Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures.
CoRR
Aokun Chen, Zehao Yu, Xi Yang, Yi Guo, Jiang Bian, Yonghui Wu
2023 J jnl
Contextualized medication information extraction using Transformer-based deep learning architectures.
J. Biomed. Informatics
Aokun Chen, Zehao Yu, Xi Yang, Yi Guo, Jiang Bian, Yonghui Wu
2023 J jnl
Extracting Thyroid Nodules Characteristics from Ultrasound Reports Using Transformer-based Natural Language Processing Methods.
CoRR
Aman Pathak, Zehao Yu, Daniel Paredes, Elio Paul Monsour, Andrea Ortiz Rocha, Juan P. Brito, Naykky Singh Ospina, Yonghui Wu
2023 J jnl
Generative Large Language Models Are All-purpose Text Analytics Engines: Text-to-text Learning Is All Your Need.
CoRR
Cheng Peng, Xi Yang, Aokun Chen, Zehao Yu, Kaleb E. Smith, Anthony B. Costa, Mona G. Flores, Jiang Bian, Yonghui Wu
2023 J jnl
Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing.
CoRR
Aokun Chen, Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas, Kimberly A. Martinez, Robert J. Lucero, Tanja Magoc, Laurence M. Solberg, Urszula Alina Snigurska, Sarah E. Ser, Mattia Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu
2023 J jnl
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction.
CoRR
Cheng Peng, Xi Yang, Kaleb E. Smith, Zehao Yu, Aokun Chen, Jiang Bian, Yonghui Wu
2022 — conf
Identify Cancer Patients at Risk for Heart Failure using Electronic Health Record and Genetic Data.
ICHI
Zehao Yu, Xi Yang, Yiqing Chen, Ruogu Fang, William R. Hogan, Yan Gong, Yonghui Wu
2022 J jnl
Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods.
BMC Medical Informatics Decis. Mak.
Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu
2022 J jnl
SODA: A Natural Language Processing Package to Extract Social Determinants of Health for Cancer Studies.
CoRR
Zehao Yu, Xi Yang, Chong Dang, Prakash Adekkanattu, Braja Gopal Patra, Yifan Peng, Jyotishman Pathak, Debbie L. Wilson, Ching-Yuan Chang, Wei-Hsuan Lo-Ciganic, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
2021 Misc conf
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models.
AMIA
Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
2021 J jnl
A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models.
CoRR
Zehao Yu, Xi Yang, Chong Dang, Songzi Wu, Prakash Adekkanattu, Jyotishman Pathak, Thomas J. George, William R. Hogan, Yi Guo, Jiang Bian, Yonghui Wu
2021 J jnl
Clinical Relation Extraction Using Transformer-based Models.
CoRR
Xi Yang, Zehao Yu, Yi Guo, Jiang Bian, Yonghui Wu
2021 — conf
Identify Diabetic Retinopathy-related Clinical Concepts Using Transformer-based Natural Language Processing Methods.
ICHI
Zehao Yu, Xi Yang, Gianna L. Sweeting, Yinghan Ma, Skylar E. Stolte, Ruogu Fang, Yonghui Wu