研究領域

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學歷

經歷

Journal Reviewer (Number of Reviews)

By Recent 5 Years:

2026: BMC Medical Informatics and Decision Making (1); Statistics in Medicine (1)

2025: BioData Mining (1); Bioinformatics (1); IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) (1); npj Digital Medicine (1)

2024: BMC Medical Informatics and Decision Making (1); BMC Medical Research Methodology (1); Machine Learning (1); Mathematics (1)

2023: BMC Bioinformatics (1)

2022: Computational Statistics (2)

2021: Current Pharmaceutical Design (1); Statistical Methods in Medical Research (2)

學術著作

1.  Lin CT, Chiou YS, Yang JR, Wang JH, Yen MC, Li CR & Shih CL* (2026-02). A systematically optimized two-dose differential strategy integrating stable isotope tracing and mass shift defect filtering for reducing false positives in high-resolution mass spectrometry–based drug metabolite profiling. Talanta, 129582. (SCIE)

2. Chiang CH, Liu WC, Wu ZH, Wang JH & Shih CL* (2026-02). Evidence-based management strategies for adult trigger digits: A systematic review and network meta-analysis of randomized controlled trials. Annals of Physical and Rehabilitation Medicine, 69(4):102074. (SCIE)

3. Wang JH*, Wu ZH, Lu HC & Guo TY (2025-12). Robust Cancer Biomarker Identification from Matched Transcriptomic Data via Bootstrapped Regularized Conditional Logistic Regression. Cancer Informatics, 24:1-22. (ESCI)

4. Wang JH*, Guo TY, Pai YY, Hou PL, Kumari Himani, Chan MWY (2025-10). Cancer Classification and Functional Pathway Discovery Using TCGA Transcriptomic Profiles: A Matched Case-Control Framework. Journal of Bioinformatics and Computational Biology, 23(5):2550015. (SCIE)

5. Lo SF, Chiou YS, Wang JH, Wu ZH, Yen MC, Shih CL* (2025-09). Modified two-dose difference with stable isotope tracing workflow using mass shift defect filtering substantially reduces false positives in untargeted nifedipine metabolite profiling. Analytica Chimica Acta, 1376:344615. (SCIE)

6. Wang JH*, Lu HC, Wu ZH, Chang TC (2025-08). Integrative Analysis of BMI and Gene Expression Reveals Molecular Interactions Underlying Cancer Progression. Frontiers in Bioscience-Landmark, 30(8):43294. (SCIE)

7. Yu HI, Chiou YS, Wang JH, Yen MC, Wu ZH, Shih CL* (2025-03). Utilizing two-dose difference combined with stable isotope tracing for effective and comprehensive metabolite identification of pioglitazone via ultra-high-performance liquid chromatography–mass spectrometry. Talanta, 127209. (SCIE)
8. Wang JH*, Hou PL, Chen YH (2024-10). Multicategory Survival Outcomes Classification via Overlapping Group Screening Process Based on Multinomial Logistic Regression Model with Application to TCGA Transcriptomic Data. Cancer Informatics, 2024;23:1-17. (Scopus, ESCI)
9.  Chen YH*, Hsu SY, Wang JH*, Su CC (2024-07). Analyzing Treatment Effect by Integrating Existing Propensity Score and Outcome Regressions with Heterogeneous Covariate Sets. Mathematics, 12(14):2265. (SCIE)
10. Wang JH*, Liu CY, Min YR, Wu ZH, Hou PL (2024-07). Cancer Diagnosis by Gene-Environment Interactions via Combination of SMOTE-Tomek and Overlapped Group Screening Approaches with Application to Imbalanced TCGA Clinical and Genomic Data. Mathematics, 12(14):2209. (SCIE)
11. Chien MC, Huang CY, Wang JH*, Shih CL*, Wu P (2024-05). Effects of vitamin D in pregnancy on maternal and offspring health-related outcomes: umbrella review of systematic review and meta-analyses. Nutrition & Diabetes, 14(1):35. (SCIE)
12. Wang JH, Liu HY, Chen YC* (2024-03). The Use of Target Genes in Insurance Products and Life Expectancy Prediction - A Case Study from the Cancer Genome Atlas Project. Journal of the Chinese Statistical Association. 62(1):34-54. (CIS, JEL, EconLit)
13. Wang JH*, Chen YH (2023-06). Overlapping group screening for binary cancer classification with tcga high-dimensional genomic data. Journal of Bioinformatics and Computational Biology, 21(3):2350013. (SCIE)
14. Wu SJ*, Huang SR, Wang JH (2023-03). Determination of Warranty Length for One-shot Devices with Rayleigh Lifetime Distribution. Communications in Statistics -- Theory and Methods, 52(5):1400-1416. (SCIE)
15.  Wang JH*, Yang CT (2022-07). Identification of Gene-Environment Interactions by Non-Parametric Kendall’s Partial Correlation with Application to TCGA Ultrahigh-Dimensional Survival Genomic Data. Frontiers in Bioscience-Landmark, 27(8):225. (SCIE)
16. Wang JH*, Wang KH, Chen YH (2022-05). Overlapping group screening for detection of gene-environment interactions with application to TCGA high-dimensional survival genomic data. BMC Bioinformatics, 23(1). (SCIE)
17. Su CY, Wang JH, Chang TY, Shih CL* (2022-04). Mass defect filter technique combined with stable isotope tracing for drug metabolite identification using high-resolution mass spectrometry. Analytica Chimica Acta, 1208:339814. (SCIE)
18. Wang JH*, Li CR, Hou PL (2022-03). Feature screening for survival trait with application to TCGA high-dimensional genomic data. PeerJ, 10(3):e13098. (SCIE)
19.  Wang JH*, Chen YH (2021-08). Network-adjusted Kendall’s Tau Measure for Feature Screening with Application to High-dimensional Survival Genomic Data. Bioinformatics, 37(15):2150-2156. (SCIE)
20. Wang JH, Chen YH* (2020-05). Interaction Screening by Kendall’s Partial Correlation for Ultrahigh-dimensional Data with Survival Trait. Bioinformatics, 36(9):2763-2769. (SCIE)
21. Wang JH, Pan CH, Chang IS*, Hsiung CA (2020-04). Penalized Full Likelihood Approach to Variable Selection for Cox’s Regression Model under Nested Case-Control Sampling. Lifetime Data Analysis, 26(2):292-314. (SCIE)
22. Wang JH, Chen YH* (2018-09). Overlapping Group Screening for Detection of Gene-gene Interactions: Application to Gene Expression Profiles with Survival Trait. BMC Bioinformatics, 19:335. (SCIE)
23. Chien LH, Tseng TJ, Tsai FY, Wang JH, Hsiung CA, Liu TW*, Chang IS* (2018-01). Pattern of Age-specific Socioeconomic Inequalities in Net Survival for Common Cancers in Taiwan: A Country with Universal Health Coverage. Cancer Epidemiology, 53:42–48. (SCIE)
24. Fang YH, Wang JH, Hsiung CA* (2017-11). TSGSIS: A High-dimensional Grouped Variable Selection Approach for Detection of Whole-genome SNP–SNP Interactions. Bioinformatics, 33(22):3595–3602. (SCIE)

專書

1. Wang JH, Chen YH*, Pan CH, Chang IS (2020-03). Non-Parametric Maximum Likelihood Estimation for Case-Cohort and Nested Case-Control Designs with Competing Risks Data. Statistical Modeling in Biomedical Research - Contemporary Topics and Voices in the Field (ISBN: 978-3-030-33416-1). New York, USA: Springer Nature Switzerland.