陳弘家 博士/副總經理
孚創雲端股份有限公司 大數據研發處
陳弘家為橫跨各學科專業與實踐經驗之數據科學專家，致力於發現並提供各種數據之價值。陳博士職業生涯跨越學術與產業界，曾任美國食品藥物管制局博士後研究員、大學助理教授、軟體研發工程師與主管。2015年起加入孚創雲端，負責新產品研發及技術與建立大數據開發團隊，陳博士擅長藉由機器學習、深度學習、神經網絡、語意分析、自然語言以及影像處理，透過人工智慧結合大數據分析，應用於研發創新、專利技術以及投資併購領域，協助客戶洞悉關鍵數據智慧，掌握技術發展與投資併購先機，支持企業關鍵經營決策。
陳弘家為交通大學統計學博士、管理科學碩士與電信工程學士，並於統計學、生物統計學、資料探勘和生物資訊學方面發表過十多篇國際期刊論文。
- Lai, Y.-H., Chen, H.-C., Chen L.-A., Chen D.-T., Hung H.-N. (2017) Statistical inferences based on outliers for gene expression analysis. Journal of Statistical Planning and Inference, 187, 130-142
- Chen, H.-C., and Chen J.J. (2016) Hybrid Mixture Model for Subpopulation Identification. Statistics in Biosciences, 8, 28-42.
- Chen, H.-C., Zou, W., Lu, T.-P., and Chen, J. J. (2014) A Composite Model for Subgroup Identification and Prediction via Bicluster Analysis. PLoS One, 9 (10), e111318.
- Zou, W., Tang, H., Zhao, W., Meehan, J., Foley, S. L., Lin, W.-J., Chen, H.-C., Fang, H., Nayak, R, and Chen, J. J. (2013) Data mining tools for Salmonella characterization: application to gel-based fingerprinting analysis. BMC Bioinformatics, 14:S15
- Chen, H.-C., Zou, W., Tien, Y.-J., and Chen, J. J. (2013) Identification of Bicluster Regions in a Binary Matrix and Its Application. PLoS One, 8, e71680.
- Chen, J. J., Lin, W.-J., and Chen, H.-C. (2013) Pharmacogenomic Biomarkers for Personalized Medicine. Pharmacogenomics, 14, 969-980.
- Zou, W., Chen, H.-C., Hise, K. B., Tang, H., Foley, S., Meehan, J., Lin, W.-J., Nayak, R., Xu, J., Fang, H., and Chen, J. J. (2013) Meta-analysis of Pulsed-field Gel Electrophoresis Fingerprints Based on a Constructed Salmonella Database. PLoS One, 8, e59224.
- Chen, H.-C., and Chen, J. J. (2013) Assessment of Reproducibility of Survival Risk Predictions across Different Centers. BMC Medical Research Methodology, 13:25.
- Chen, H.-C., Tsong, Yi, and Chen, J. J. (2013) Data Mining for Signal Detection of Adverse Event Safety Data. Journal of Biopharmaceutical Statistics, 23, 146-160.
- Hsu, C.-S., Hsu, S.–J., Chen, H.-C., Liu, C.-H., Jeng, J., Liu, C.-J., Chen, P.-J., Kao, J.-H., Chen, D-S. (2013) Association of IL28B Genotypes with Metabolic Profiles and Viral Clearance Rate in Chronic Hepatitis C Patients. Hepatology International, 7, 171-179.
- Chen, H.-C., Kodell, R. L., Cheng K. F. and Chen, J. J. (2012) Assessment of Performance of Survival Prediction Models for Cancer Prognosis. BMC Medical Research Methodology, 23, 146-160.
- Chen, H.-C., Yeh. A. B., Yen, C.-L., and Chen, L.-A. (2012) The Density Control Chart: A General Approach for Constructing a Single Chart for Simultaneously Monitoring Multiple Parameters. International Journal of Production Research, 50, 3904-3919.
- Zou, W., Lin, W-J, Hise, K. B., Chen, H.-C., Keys, C. and Chen, J. J. (2012) A Prediction System for Rapid Identification of Salmonella Serotypes Based on Pulsed-field Gel Electrophoresis Fingerprints. Journal of Clinical Microbiology, 50, 1524-1532.
- Chen, L.-J., Syu, Y.-S., Chen, H.-C., and Li W.-C. (2012) The Design and Evaluation of Task Assignment Algorithms for GWAP-based Geospatial Tagging Systems. Mobile Network and Applications, 17, 395-414.
- Mattison, D. R, Plant, T. M., Lin, H.-M., Chen, H.-C., Chen, J. J., Twaddle, N. C., Doerge, D., Slikker, W., Patton, R. E., Hotchkiss, C. E., Callicott R. R., Schrader, S. M., Turner, T. W., Kesner, J. S., Vitiello, B., Petibone, D. and Morris, S. M. (2011) Pubertal Delay in Male Non-Human Primates (Macaca Mulatta) Treated with Methylphenidate. Proceedings of the National Academy of Sciences of United States of America, 108, 16301-16306.
- Hsu, C.-S., Hsu, S.-J., Chen, H.-C., Tseng, T.-C., Liu, C.-H., Niu, W.-F., Jeng, J., Liu, C.-J., Lai, M.-Y., Chen, P.-J., Chen, D.-S., and Kao, J.-H. (2011) Association of IL28B Gene Variations with Mathematical Modeling of Viral Kinetics in Chronic Hepatitis C Patients with IFN plus Ribavirin Therapy. Proceedings of the National Academy of Sciences of United States of America, 108, 3719-3724.
- Chen, H.-C., Wu P.-C., Huang J.-Y., and Chen, L.A. (2010) Uncertainty Analysis for Measurement of Measurand. Measurement, 43, 1250-1254.
- Chen, L.-A., Huang, J.-Y., and Chen, H.-C. (2007) Parametric coverage interval. Metrologia, 44, L7-L9.