Education
| School — Major — Degree | Duration |
|---|---|
|
國立高雄科技大學 — 電子工程系(畢) — 博士 Doctorate, Department of electronic enginneering, National Kaohsiung University of Science and Technology |
2014/09 — 2019/06 |
|
高雄醫學大學 — 口腔衛生學系(畢) — 碩士 Master, Department of oral hygiene, Kaohsiung Medical University |
2012/09 — 2014/06 |
|
高雄醫學大學 — 口腔衛生學系(畢) — 學士 Bachelor, Department of oral hygiene, Kaohsiung Medical University |
2008/09 — 2012/06 |
Intramural Experience
| Office/Department/Institute | Position | Duration |
|---|---|---|
| 臨床醫學研究所 Graduate Institute of Clinical Medicine | Assistant Professor | 2023/02/01 — |
Extramural Experience
Discipline
| NO | Discipline | Expertise |
|---|---|---|
| 1 | 工程技術類 Engineering and Technology | （15）生物資訊 Bioinformatics |
Research & Technology Platform Open to the Outside
Interested Area(s)for Interdisciplinary Research
資訊工程,巨量資料分析,生物醫學
Area(s) of Expertise & Research
過去研究成果多聚焦於癌症相關研究，包含乳癌、頭頸癌、大腸直腸癌及腎臟癌等，曾開發多種演算模型應用於癌症醫學及生物資訊分析等。近年代表性研究成果分為非監督式分群演算法、多目標演算法、深度學習演算法及癌症基因研究等。
Data science, bioinformatics, machine learning, biostatistics, medical database
Publication
| NO | Publication |
|---|---|
| 1 | 利用prognostic mutation signature 來預測瀰漫性大B細胞病人之預後 Prognostic mutation signature would serve as a potential prognostic predictor in patients with diffuse large B-cell lymphoma |
| 2 | Polygenic risk score-based prediction of breast cancer risk in Taiwanese women with dense breast using a retrospective cohort study. Polygenic risk score-based prediction of breast cancer risk in Taiwanese women with dense breast using a retrospective cohort study. |
| 3 | 使用E-cadherin染色作為生物標誌物評估接受乳房保留手術患者的復發風險 Evaluating Recurrence Risk in Patients Undergoing Breast-conserving Surgery Using E-cadherin Staining as a Biomarker |
| 4 | Chromatin Remodeling Enzyme Cluster Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Breast Cancer. Chromatin Remodeling Enzyme Cluster Predicts Prognosis and Clinical Benefit of Therapeutic Strategy in Breast Cancer. |
| 5 | Deciphering the Functions of Telomerase Reverse Transcriptase in Head and Neck Cancer. Deciphering the Functions of Telomerase Reverse Transcriptase in Head and Neck Cancer. |
| 6 | The role of the genomic mutation signature and tumor mutation burden on relapse risk prediction in head and neck squamous cell carcinoma after concurrent chemoradiotherapy. The role of the genomic mutation signature and tumor mutation burden on relapse risk prediction in head and neck squamous cell carcinoma after concurrent chemoradiotherapy. |
| 7 | Shared decision-making for renal replacement treatment and illness perception in patients with advanced chronic kidney disease. Shared decision-making for renal replacement treatment and illness perception in patients with advanced chronic kidney disease. |
| 8 | The Prognosis Performance of a Neutrophil- and Lymphocyte-Associated Gene Mutation Score in a Head and Neck Cancer Cohort The Prognosis Performance of a Neutrophil- and Lymphocyte-Associated Gene Mutation Score in a Head and Neck Cancer Cohort |
| 9 | 以SUV39H1表達作為淋巴結陽性三陰性乳腺癌患者省略放射治療的指南 SUV39H1 Expression as a Guideline for Omitting Radiotherapy in Lymph Node-positive Triple-negative Breast Cancer Patients |
| 10 | An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate. An Information Fusion System-Driven Deep Neural Networks With Application to Cancer Mortality Risk Estimate. |
| 11 | A non-socially-sensitive predictive model of prostate cancer for Asian males with benign prostatic hyperplasia: A multi-site cross-sectional case-control study. A non-socially-sensitive predictive model of prostate cancer for Asian males with benign prostatic hyperplasia: A multi-site cross-sectional case-control study. |
| 12 | Using the hazard function to evaluate hepatocellular carcinoma recurrence risk after curative resection. Using the hazard function to evaluate hepatocellular carcinoma recurrence risk after curative resection. |
| 13 | Prevalence of Carbapenem Resistance Genes among Acinetobacter baumannii Isolated from a Teaching Hospital in Taiwan Prevalence of Carbapenem Resistance Genes among Acinetobacter baumannii Isolated from a Teaching Hospital in Taiwan |
| 14 | 結合轉錄組與蛋白質組學找尋乳癌荷爾蒙治療的交叉抗性標的基因 Comprehensive Transcriptomic and Proteomic Analyses Identify a Candidate Gene Set in Cross-Resistance for Endocrine Therapy in Breast Cancer |
Project
| NO |
YEAR — Source — No — Type
Project Name
|
Duration |
|---|---|---|
| 1 |
114 — N 國科會(原科技部) — NSTC113-2221-E-037-007-MY2 — 1 個人型
多模組分析策略應用於癌症基因組學資料中具路徑交互作用之差異表達基因(2/2)( )
|
2025/08/01 ~ 2026/07/31 |
| 2 |
113 — N 國科會(原科技部) — NSTC113-2221-E-037-007-MY2 — 1 個人型
多模組分析策略應用於癌症基因組學資料中具路徑交互作用之差異表達基因(1/2)( )
|
2024/08/01 ~ 2026/07/31 |
| 3 |
112 — N 國科會(原科技部) — NSTC112-2221-E-037-007 — 1 個人型
使用多目標深度學習演算法建構三陰性乳癌化療族群抗藥性及預後風險評估模型( )
|
2023/08/01 ~ 2024/10/31 |
| 4 |
112 — Q 新聘教師計畫(校內) — KMU-Q113001 —
利用乳癌基因資料建構驅動基因突變-表達耦合模型( )
|
2024/01/01 ~ 2024/12/31 |