| 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 | 122 | 2018 |
| 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 | 105 | 2019 |
| 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 | 72 | 2020 |
| A new scheme for strain typing of methicillin-resistant Staphylococcus aureus on the basis of matrix-assisted laser desorption ionization time-of-flight mass … HY Wang, TY Lee, YJ Tseng, TP Liu, KY Huang, YT Chang, CH Chen, ... PloS one 13 (3), e0194289, 2018 | 63 | 2018 |
| 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 | 52 | 2014 |
| Rapid Detection of Heterogeneous Vancomycin-Intermediate Staphylococcus aureus Based on Matrix-Assisted Laser Desorption Ionization Time-of-Flight: Using a … HY Wang, CH Chen, TY Lee, JT Horng, TP Liu, YJ Tseng, JJ Lu Frontiers in Microbiology 9, 2393, 2018 | 50 | 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 | 48 | 2015 |
| 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 | 31 | 2013 |
| 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 | 29* | 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 | 27 | 2014 |
| 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 | 26 | 2020 |
| Incorporating Statistical Test and Machine Intelligence Into Strain Typing of Staphylococcus haemolyticus Based on Matrix-Assisted Laser Desorption Ionization … CR Chung, HY Wang, F Lien, YJ Tseng, CH Chen, TY Lee, TP Liu, ... Frontiers in microbiology 10, 2120, 2019 | 25 | 2019 |
| 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 | 24* | 2015 |
| Clinically applicable system for rapidly predicting Enterococcus faecium susceptibility to vancomycin HY Wang, CR Chung, CJ Chen, KP Lu, YJ Tseng, TH Chang, MH Wu, ... Microbiology spectrum 9 (3), e00913-21, 2021 | 23* | 2021 |
| 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 | 23 | 2020 |
| Developing a stacked ensemble-based classification scheme to predict second primary cancers in head and neck cancer survivors CC Chang, TH Huang, PW Shueng, SH Chen, CC Chen, CJ Lu, YJ Tseng International Journal of Environmental Research and Public Health 18 (23), 12499, 2021 | 20 | 2021 |
| 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 | 20 | 2015 |
| Smart thermometer–based participatory surveillance to discern the role of children in household viral transmission during the COVID-19 pandemic YJ Tseng, KL Olson, D Bloch, KD Mandl JAMA network open 6 (6), e2316190-e2316190, 2023 | 19 | 2023 |
| 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 | 19 | 2015 |
| 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), 11074, 2019 | 17 | 2019 |
