|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
|北京市 1949--2006 年猩红热流行特征分析|
沈艳辉， 王全意， 吴疆， 高婷， 叶烨， 刘曦
海峡预防医学杂志 14 (2), 30-31, 2008
|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
|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
|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
|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
|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
|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
|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
叶烨， 王洪源， 纪颖
中国妇幼保健 24 (31), 4422-4425, 2009
|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
|Open Source Software Sustainability Models: Initial White Paper from the Informatics Technology for Cancer Research Sustainability and Industry Partnership Work Group|
Y Ye, RD Boyce, MK Davis, K Elliston, C Davatzikos, A Fedorov, ...
arXiv preprint arXiv:1912.12371, 2019
|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
|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
|Transfer Learning for Bayesian Case Detection Systems|
University of Pittsburgh, 2019
|The design and evaluation of a Bayesian system for detecting and characterizing outbreaks of influenza|
N Millett, J Aronis, M Wagner, F Tsui, Y Ye, J Ferraro, P Haug, ...
Online Journal of Public Health Informatics 11 (2), 2019
|Feature Selection for 30-Day Heart Failure Readmission Prediction Using Clinical Drug Data|
S Lu, Y Ye, R Tsui, X Liu, R Hwa
NIPS workshop on Machine Learning for Clinical Data Analysis and Healthcare, 2013
|Using a distributed search engine to identify optimal product sets for use in an outbreak detection system|
R Rexit, F Tsui, J Espino, S Wesaratchakit, Y Ye, PK Chrysanthis
8th International Conference on Collaborative Computing: Networking …, 2012