
隨著生物醫療相關數據庫越來越完善,雲端醫療及基因運算市場將達到10億美元的規模。學術機構、醫院、藥廠與新創公司,己經開始對數百萬人基因體進行定序,IBM、Amazon、Google和Microsoft等科技大廠可提供資料分析服務,讓科學家進一步利用DNA資料來研究。二十一世紀在雲端技術的廣泛發展與應用後,另一個重要趨勢就是從數據中挖掘出有用資訊的大數據浪潮。而新一代基因體定序、各類生物與臨床資料庫,以及健保資料等大量資料的累積,更提供資料科學家一個絕佳的機會進入個人化精準醫療的領域。
References
Deep Learning-Based Automatic Image Classification of Oral Cancer Cells Acquiring Chemoresistance In Vitro
Hsing-Chuan Hsieh, Cho-Yi Chen, Chung-Hsien Chou, Bou-Yue Peng, Yi-Chen Sun, Tzu-Wei Lin, Yueh Chien, Shih-Hwa Chiou, Kai-Feng Hung, Henry Horng-Shing Lu
PLOS One. 2024; 19(11):e0310304.
https://doi.org/10.1371/journal.pone.0310304
Novel Protein-Based Prognostic Signature Linked to Immunotherapeutic Efficiency in Ovarian Cancer
Shuo-Fu Chen, Liang-Yun Wang, Yi-Sian Lin, Cho-Yi Chen*
Journal of Ovarian Research. 2024; 17:190.
https://doi.org/10.1186/s13048-024-01518-w
A modified SELEX approach to identify DNA aptamers with binding specificity to the major histocompatibility complex presenting ovalbumin model antigen
Yang Lin*, Cho-Yi Chen*, Yu-Chia Ku, Li-Chin Wang, Chia-Chien Hung, Zhi-Qian Lin, Bing-Hong Chen, Jui-Tse Hung, Yi-Chen Sun, Kai-Feng Hung
RSC Advances. 2023; 13:32681-32693.
https://doi.org/10.1039/D3RA04686A
Adaptation to Endoplasmic Reticulum Stress Enhances Resistance of Oral Cancer Cells to Cisplatin by Up-Regulating Polymerase η and Increasing DNA Repair Efficiency
CY Chen, M Kawasumi, TY Lan, CL Poon, YS Lin, PJ Wu, YC Chen, …, KF Hung
International Journal of Molecular Sciences, 2021; 22 (1), 355. https://doi.org/10.3390/ijms22010355
MetaDCN: meta-analysis framework for differential co-expression network detection with an application in breast cancer
L Zhu§, Y Ding§, CY Chen§, L Wang, Z Huo, SH Kim, C Sotiriou, S Oesterreich, GC Tseng
Bioinformatics, 2017; 33 (8), 1121-1129. https://doi.org/10.1093/bioinformatics/btw788