Ye Ye, PhD
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Comparison of machine learning classifiers for influenza detection from emergency department free-text reports
AL Pineda, Y Ye, S Visweswaran, GF Cooper, MM Wagner, FR Tsui
Journal of biomedical informatics 58, 60-69, 2015
Influenza detection from emergency department reports using natural language processing and Bayesian network classifiers
Y Ye, F Tsui, M Wagner, JU Espino, Q Li
Journal of the American Medical Informatics Association 21 (5), 815-823, 2014
A study of the transferability of influenza case detection systems between two large healthcare systems
Y Ye, MM Wagner, GF Cooper, JP Ferraro, H Su, PH Gesteland, PJ Haug, ...
PLoS ONE 12 (4), 2017
The Ethics of Artificial Intelligence in Pathology and Laboratory Medicine: Principles and Practice
BR Jackson, Y Ye, JM Crawford, MJ Becich, S Roy, JR Botkin, ...
Academic Pathology 8, 2374289521990784, 2021
Domain ontology-based feature reduction for high dimensional drug data and its application to 30-day heart failure readmission prediction
S Lu, Y Ye, R Tsui, H Su, R Rexit, S Wesaratchakit, X Liu, R Hwa
9th IEEE International Conference on Collaborative Computing: Networking …, 2013
The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance
JP Ferraro, Y Ye, PH Gesteland, PJ Haug, FR Tsui, GF Cooper, RV Bree, ...
Applied Clinical Informatics 8 (2), 560-580, 2017
Extended Matrix and Inverse Matrix Methods Utilizing Internal Validation Data When Both Disease and Exposure Status Are Misclassified
L Tang, RH Lyles, Y Ye, Y Lo, CC King
Epidemiologic Methods 2 (1), 49-66, 2013
Artificial Intelligence in Clinical and Translational Science: Successes, Challenges and Opportunities
EV Bernstam, PK Shireman, F Meric‐Bernstam, M Zozus, X Jiang, ...
Clinical and Translational Science, 2021
A Bayesian System to Detect and Characterize Overlapping Outbreaks
JM Aronis, NE Millett, MM Wagner, F Tsui, Y Ye, JP Ferraro, PJ Haug, ...
Journal of Biomedical Informatics 73, 171-181, 2017
Open-source Software Sustainability Models: Initial White Paper From the Informatics Technology for Cancer Research Sustainability and Industry Partnership Working Group
Y Ye, S Barapatre, MK Davis, KO Elliston, C Davatzikos, A Fedorov, ...
Journal of medical Internet research 23 (12), e20028, 2021
A Bayesian approach for detecting a disease that is not being modeled
JM Aronis, JP Ferraro, PH Gesteland, F Tsui, Y Ye, MM Wagner, ...
PLOS ONE 15 (2), e0229658, 2020
Automated influenza case detection for public health surveillance and clinical diagnosis using dynamic influenza prevalence method
F Tsui, Y Ye, V Ruiz, GF Cooper, MM Wagner
Journal of Public Health, 2017
An analytics appliance for identifying (near) optimal over-the-counter medicine products as health indicators for influenza surveillance
R Rexit, FR Tsui, J Espino, PK Chrysanthis, S Wesaratchakit, Y Ye
Information Systems 48, 151-163, 2015
Detection of Adverse Drug Reaction from Twitter Data
F Tsui, L Shi, V Ruiz, AD Barda, Y Ye, D Xue, F Mi, U Jain
SMM4H: 2nd Social Media Mining for Health Applications Workshop & Shared …, 2017
Transfer Learning for Bayesian Case Detection Systems
Y Ye
University of Pittsburgh, 2019
Detecting Overlapping Outbreaks of Influenza
JM Aronis, NE Millett, MM Wagner, F Tsui, Y Ye, J Ferraro, PJ Haug, ...
Online Journal of Public Health Informatics 9 (1), 2017
A Method for Detecting and Characterizing Multiple Outbreaks of Infectious Diseases
JM Aronis, NE Millett, MM Wagner, F Tsui, Y Ye, GF Cooper
Online Journal of Public Health Informatics 8 (1), 2016
Industry, occupation, and exposure history of mesothelioma patients in the US National Mesothelioma Virtual Bank, 2006–2022
Y Gao, JM Mazurek, Y Li, D Blackley, DN Weissman, SV Burton, W Amin, ...
Environmental Research, 115085, 2023
A Bayesian System to Track Outbreaks of Influenza-Like Illnesses Including Novel Diseases
JM Aronis, Y Ye, J Espino, H Hochheiser, MG Michaels, GF Cooper
medRxiv, 2023.05. 10.23289799, 2023
Multiple institutions’ research findings using the National Mesothelioma Virtual Bank
S Barapatre, W Amin, Y Gao, Y Li, MJ Becich, Y Ye
F1000Research 11 (1343), 1343, 2022
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