Weipeng Zhou

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Retrieval Method

Classification Models

Database Queries

Clinical Practice

Top Venues

J. Am. Medical Informatics Assoc.

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

ClinicalNLP@ACL

Publications

Weipeng Zhou, Danielle S. Bitterman, Majid Afshar, Timothy A. Miller
Considerations for health care institutions training large language models on electronic health records. CoRR (2023)
Nicholas J. Dobbins, Bin Han, Weipeng Zhou, Kristine Lan, H. Nina Kim, Robert D. Harrington, Özlem Uzuner, Meliha Yetisgen
LeafAI: query generator for clinical cohort discovery rivaling a human programmer. CoRR (2023)
Weipeng Zhou, Majid Afshar, Dmitriy Dligach, Yanjun Gao, Timothy Miller
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles. ClinicalNLP@ACL (2023)
Weipeng Zhou, Meliha Yetisgen, Majid Afshar, Yanjun Gao, Guergana Savova, Timothy A. Miller
Improving model transferability for clinical note section classification models using continued pretraining. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Nicholas J. Dobbins, Bin Han, Weipeng Zhou, Kristine Lan, H. Nina Kim, Robert D. Harrington, Özlem Uzuner, Meliha Yetisgen
LeafAI: query generator for clinical cohort discovery rivaling a human programmer. J. Am. Medical Informatics Assoc. 30 (12) (2023)
Weipeng Zhou, Ryan J. Laundry, Paul L. Hebert, Gang Luo
Forecasting Daily COVID-19 Related Calls in VA Health Care System: Predictive Model Development. CoRR (2021)
Weipeng Zhou, Gang Luo
Parameter Sensitivity Analysis for the Progressive Sampling-Based Bayesian Optimization Method for Automated Machine Learning Model Selection. Poly/DMAH@VLDB (2020)
Weipeng Zhou, Pan Wang, Xuejiao Chen, Feng Ye
An Improved Bloom Filter in Distributed Crawler. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)