Yi-Ju Tseng
Yi-Ju Tseng
National Yang Ming Chiao Tung University
Verified email at - Homepage
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Predicting breast cancer metastasis by using serum biomarkers and clinicopathological data with machine learning technologies
YJ Tseng, CE Huang, CN Wen, PY Lai, MH Wu, YC Sun, HY Wang, JJ Lu
International journal of medical informatics 128, 79-86, 2019
Predicting post-stroke activities of daily living through a machine learning-based approach on initiating rehabilitation
WY Lin, CH Chen, YJ Tseng, YT Tsai, CY Chang, HY Wang, CK Chen
International journal of medical informatics 111, 159-164, 2018
A multiple measurements case-based reasoning method for predicting recurrent status of liver cancer patients
XO Ping, YJ Tseng, YP Lin, HJ Chiu, F Lai, JD Liang, GT Huang, PM Yang
Computers in Industry 69, 12-21, 2015
Recurrence predictive models for patients with hepatocellular carcinoma after radiofrequency ablation using support vector machines with feature selection methods
JD Liang, XO Ping, YJ Tseng, GT Huang, F Lai, PM Yang
Computer methods and programs in biomedicine 117 (3), 425-434, 2014
A new scheme for strain typing of methicillin-resistant Staphylococcus aureus on the basis of matrix-assisted laser desorption ionization time-of-flight mass íK
HY Wang, TY Lee, YJ Tseng, TP Liu, KY Huang, YT Chang, CH Chen, ...
PloS one 13 (3), e0194289, 2018
Rapid detection of heterogeneous vancomycin-intermediate Staphylococcus aureus based on matrix-assisted laser desorption ionization time-of-flight: using a machine learning íK
HY Wang, CH Chen, TY Lee, JT Horng, TP Liu, YJ Tseng, JJ Lu
Frontiers in microbiology, 2393, 2018
Information extraction for tracking liver cancer patients' statuses: from mixture of clinical narrative report types
XO Ping, YJ Tseng, Y Chung, YL Wu, CW Hsu, PM Yang, GT Huang, F Lai, ...
TELEMEDICINE and e-HEALTH 19 (9), 704-710, 2013
Multiple Time Series Clinical Data Processing for Classification with Merging Algorithm and Statistical Measures
YJ Tseng, XO Ping, JD Liang, PM Yang, GT Huang, F Lai
IEEE journal of biomedical and health informatics,, 2014
A web-based, hospital-wide health care-associated bloodstream infection surveillance and classification system: development and evaluation
YJ Tseng, JH Wu, HC Lin, MY Chen, XO Ping, CC Sun, RJ Shang, ...
JMIR medical informatics 3 (3), e4171, 2015
Web-based newborn screening system for metabolic diseases: machine learning versus clinicians
WH Chen, SL Hsieh, KP Hsu, HP Chen, XY Su, YJ Tseng, YH Chien, ...
Journal of medical Internet research 15 (5), e2495, 2013
Development of a machine learning model for survival risk stratification of patients with advanced oral cancer
YJ Tseng, HY Wang, TW Lin, JJ Lu, CH Hsieh, CT Liao
JAMA network open 3 (8), e2011768-e2011768, 2020
Using nation-wide health insurance claims data to augment Lyme disease surveillance
YJ Tseng, A Cami, DA Goldmann, A DeMaria Jr, KD Mandl
Vector-Borne and Zoonotic Diseases 15 (10), 591-596, 2015
Developing epidemic forecasting models to assist disease surveillance for influenza with electronic health records
YJ Tseng, YL Shih
International Journal of Computers and Applications 42 (6), 616-621, 2020
Incidence and patterns of extended-course antibiotic therapy in patients evaluated for Lyme disease
YJ Tseng, A Cami, DA Goldmann, A DeMaria Jr, KD Mandl
Clinical Infectious Diseases 61 (10), 1536-1542, 2015
A reliable user authentication and key agreement scheme for web-based hospital-acquired infection surveillance information system
ZY Wu, YJ Tseng, Y Chung, YC Chen, F Lai
Journal of medical systems 36 (4), 2547-2555, 2012
Risk factors associated with outcomes of recombinant tissue plasminogen activator therapy in patients with acute ischemic stroke
YJ Tseng, RF Hu, ST Lee, YL Lin, CL Hsu, SW Lin, CW Liou, JD Lee, ...
International journal of environmental research and public health 17 (2), 618, 2020
A Web-based multidrug-resistant organisms surveillance and outbreak detection system with rule-based classification and clustering
YJ Tseng, JH Wu, XO Ping, HC Lin, YY Chen, RJ Shang, MY Chen, F Lai, ...
Journal of medical Internet research 14 (5), e2056, 2012
Increase Trichomonas vaginalis detection based on urine routine analysis through a machine learning approach
HY Wang, CC Hung, CH Chen, TY Lee, KY Huang, HC Ning, NC Lai, ...
Scientific reports 9 (1), 1-10, 2019
Claims-based diagnostic patterns of patients evaluated for lyme disease and given extended antibiotic therapy
YJ Tseng, A DeMaria Jr, DA Goldmann, KD Mandl
Vector-Borne and Zoonotic Diseases 17 (2), 116-122, 2017
A web-based hospital-acquired infection surveillance information system
YJ Tseng, YC Chen, HC Lin, JH Wu, MY Chen, F Lai
Proceedings of the 10th IEEE International Conference on Information íK, 2010
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