Projects
- Validation of a longitudinal diagnosis and prognosis for early recurrence of hepatocellular carcinoma in Taiwan and Türkiye - a novel multimodal fusion and interpretable machine learning (NSTC 112-2221-E-040-007-MY2)
- Development of Image-based Deep Learning System in Diagnosis of Liver Fibrosis and Recurrence Detection of HCC for Clinical Decision Support System (CSH-2024-C-027)
- Validation of a longitudinal diagnosis and prognosis for second primary cancer- a novel multimodal fusion model (CSH-2024-C-029)
- A Second Primary Cancer Prediction Model based on Decision Curve Analysis and Clustering Machine Learning Methods for Lung Cancer Survivors (CSH-2023-C-026)
- Cancer Registry AI-CDSS for Big Data Research (4/4) (MOST 111-2321-B-040-001 臨床資料庫與AI跨域開發加值應用)
- Exploring the Relationship between Immunity, Treatments and QOL following SARS-CoV-2 Vaccination Among Patients with Breast Cancer (CSH-2022-D-010)
- Developing the Comprehensively Glaucoma Prognosis Program by Artificial Intelligence Method (CSH-2022-C-003 )
- Predicting the risk factors of second cancer and recurrence in patients with hepatocellular carcinoma: machine learning techniques (CSH-2022-C-038)
- Developing Evidence-based Control Programs of Second Primary Cancer and recurrence for Patients with Head and Neck Cancer (CSH-2022-C-035)
- Cancer Registry AI-CDSS for Big Data Research (3/4) (MOST 110-2321-B-040-001-臨床資料庫與AI跨域開發加值應用)
- Predicting the Risk Factors of Second Primary Cancer and Recurrent for Rectal Cancer Patients after Radiotherapy (CSMU-CM-110-04)
- The Implementation of Evidence-based Practice for Chronic Kidney Disease and Cancers in Taiwan and Thailand—A Bilateral International Cooperation Project (CSH-2021-D-012)
- Cancer Registry AI-CDSS for Big Data Research (2/4) (MOST 110-2321-B-040-001-臨床資料庫與AI跨域開發加值應用)
- Validation of a Longitudinal Diagnosis and Prognosis for Chronic Kidney Disease Patients in Taiwan and Thailand- Intelligent Clinical Decision-making Scheme (110-2221-E-040-004-MY2)
- Cancer Registry AI-CDSS for Big Data Research (1/4) (MOST 109-2321-B-040-001-臨床資料庫與AI跨域開發加值應用)
- Developing evidence-based clinical diagnosis,prediction and prognostic for chronic kidney disease and cancers (MOST 109-2221-E-040-006-)
- Short-term visit grant for international scholar: Reinhold Haux (Germany) (MOST 109 -2912-I-040 -501 -)
- Predicting the Risk Factors of Synchronous and Metachronous SPCs and Recurrence in Patients with Colorectal Cancer (CSH-2020-C020)
- Applying Machine Learning Techniques to Predict the Risk Factor of Dialysis Treatment (CSMU-TSMH-108-02
- Risk of second primary malignancies after Local Advanced Rectal Cancer: Applying Data Mining Techniques (CSMU-POHAI-107-01)
- Applying Artificial Intelligence Approaches for Constructing Disease Risk Factor Analysis Model–Case Study for Dialysis Treatment of Diabetic Nephropathy (NCHU-CSMU-10811)
- Assessing the Effects of Glycemic Control Drugs on Multiple Myeloma by Using Photoacoustic Spectrum Detection (FCU-CSMU 107-001)
- Construction of diabetes prediction model based on data mining technologies (希爾康生醫科技股份有限公司)
- Exploring the Evidence-Based Control Programs for Male with Multiple Primary Malignant Neoplasms (MPMNs) in Taiwan and United States: a Retrospective Multi-institute Analysis (II) (MOST 108-2221-E-040-004 -)
- Exploring the Evidence-Based Control Programs for Male with Multiple Primary Malignant Neoplasms (MPMNs) in Taiwan and United States: a Retrospective Multi-institute Analysis (I) (MOST 107-2221-E-040 -009)
- Exploring the Evidence-Based Control Programs for Male with Multiple Primary Malignant Neoplasms (MPMNs) in Taiwan and United States: a Retrospective Multi-institute Analysis (MOST 107-2221-E-040 -009 -)
- A Word/Phrase Matching-Based Text Mining Program for Automatic Extraction of Hormone Receptor Data from Free-text Pathology Reports on Breast Cancer (NCHU- CSMU 10705)
- Short-term visit grant for international scholar: Chou-Hong Jason Chen (USA) (MOST 107-2912-I040-501)
- Developing evidence-based control programs for women with multiple primary malignantneoplasms (MPMNs): a multilateral-international cooperation (CSH-2018-D-002)
- The Implementation of Evidence-based CDSS for Gynecologic Cancer in Northern Thailand-- Contributions to International Efforts (MOST106-2218-E-040 -001 -MY2)
- Constructing Computational Intelligence and Feature Selection for modeling and predicting of protein function and modification (CSMU-JAH--107-001)
- Prediction of postprandial blood glucose in a cohort study: a comparative study of machine learning techniques (CSMU-LSH-107-2)
- Posttraumatic stress disorder and posttraumatic growth among cancer patients: a prospective cohort study (CSMU-JAH--107-002)
- Risk Factors of Multiple Primary Malignant Neoplasms (MPMNs) in Oral Cancers Survivors (CSH2018-A-015)
- Applying Data Mining Techniques for Prediction on Recurrent Oral Cancer (CSH-2018-A-008)
- Short-term visit grant for international scholar: Tetsuya Sakurai (Japan) (MOST 106-2912-I-040-502)
- Obesity and age-period-cohort analyses on mortality rate of endometrial cancer in Taiwan and United States (MOST106-2221-E-040 -010 -)
- Analysis of Risk predictive factors in second primary malignancies for colorectal cancer survivors (MOST106-2813-C-040-003-E)
- Data Mining applications in second primary malignancies (SPMs) prediction (CSMU-JAH106-001)
- Machine learning applications in multiple primary malignant neoplasms (MPMNs) prediction (NCHU-CSMU-10612)
- Risk of second primary malignancies after colorectal cancer: Applying Data Mining Techniques (CSH-2017-A-012)
- The treatment of Health Technology Assessment in Recurrent Colorectal Cancer (CSH-2017-A-012)
- Combining randomized and non-randomized studies and to construct a novel prognostic index model of recurrent colorectal cancer (CSH-2017-A-012)
- Multiple primary malignant neoplasms: Results from a 5-Year Retrospective Analysis in a Metropolitan Hospital (JAH-105-001)
- Short-term visit grant for international scholar: Prof. Quan Zou (Tianjin University, China) (MOST105-2816-B-040 -001 -)
- Construct a disease prediction model to diagnosis dialysis of diabetic nephropathy and identify risk factors using data mining classification technique (CSMU-JAH105-016)
- The Maze Runner of HIV/AIDS: it's about you! 2015, Ministry of Science and Technology (MOST104-2633-E-040-001-)
- Combined with data mining technology and integrated architecture to enhance endometrial cancer relapse prediction accuracy, 2015, Ministry of Science and Technology (MOST104-2815C-040- 060-E)
- Exploring Patients" Preference in Medical Decision Making and Quality of Life, 2015, JenAi Hospital (CSMU-JAH-104-001)
- Applying Data Mining Techniques for Prediction on Recurrent Colorectal Cancer, 2015, Chung Shan Medical Hospital (CSH-2015-A-006)
- Evaluation of a Video-based Intervention to Promote Condom Use among College Students in Taiwan, 2015, Chung Shan Medical Hospital (CSH-2015-A-014)
- A Cross-sectional Study of Orthopedic Trauma and Life Quality in Work-Related Hand Injury Patients, 2015, Chung Shan Medical Hospital (CSH-2015-A-017)
- Exploring Plastic Surgery Patients" Preference in Medical Decision Making and Quality of Life, 2015, Chung Shan Medical Hospital (CSH-2015-A-012)
- A Novel Prognostic Index Model and Health Technology Assessment in Endometrial Cancer, 2014, Ministry of Science and Technology (MOST102-2633-E-040-001-)
- Developing an advanced machine learning techniques and combined with ensemble learning, 2014, Ministry of Science and Technology (MOST103-2815-C-040-028-E)
- Bayesian Imperfect Information Analysis for Clinical Recurrent Data, 2014, Jen-Ai Hospital (CSMU-JAH-103-001)
- A systemic view of the comprehensively ovarian cancer prognosis program, 2014, Chung Shan Medical Hospital (CSH-2014-C-018)
- Applying data mining techniques for ovarian cancer prevention, 2014, Chung Shan Medical Hospital (CSH-2014-C-018-001)
- Longitudinal dynamic analyse of PTG and QoL regarding cervical cancer treatment -A Structural Equation Modeling Study, 2013, Ministry of Science and Technology (MOST101-2410H-040- 009-)
- Short-term visit grant for international scholar: Prof. Chung-Li Tseng (University of New South Wales, Australia) (MOST 102-2912-I-040-503)
- Quality of life after post-traumatic growth for cervical cancer: Cohort study with a 18 months follow-up, 2013, Leed-Hsin Hospital (CSMU-LSH-102-2)
- Application of machine learning to predict the recurrence-proneness for cervical cancer, 2012, Ministry of Science and Technology (MOST102-2815-C-040-005-H)
- Evaluation of the functional result and quality of life after orthopedic surgery, 2011, Jen-Ai Hospital (CSMU-JAH-101-001)
- A critical stakeholder analysis for patient shared decision-making under risk 2010, Ministry of Science and Technology (MOST99-2410-H-040-006-MY2)
- Bayesian Inference for Cervical Carcinoma Cancer in Survival Analysis, 2010, Ministry of Science and Technology (MOST99-2628-E-040-001-)
- Collaborative strategy development: wholesale of textile product and channel of innovation, 2010, Ministry of Economic Affairs (PC099140545)
- Exploring Dental Patients' Preference in Medical Decision Making: Comparing Case Study between Taiwan and England, 2010, Antai Hospital (CSMU-TSMH-099-)
- A critical stakeholder analysis for patient shared decision-making under risk 2009, Ministry of Science and Technology, (MOST98-2410-H-040-006-MY2)
- Patient's preferences for involvement in shared decision making, 2009, Ministry of Science and Technology (MOST98-2815-C-040-006-E)