專家簡介:鍾翊方

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鍾翊方老師實驗室主要進行深度學習於生醫資料分析。例如:引入不同深度學習作法於生醫影像分析; 另外，也將運用深度學習作法於進行藥物基因體學(pharmacogenomics)的分析，其特質在於轉化/運用不同類型的癌症基因體數據(如基因表現、基因變異、拷貝數變異等)、藥物的化學/分子指紋(chemical/molecular fingerprints)及癌症細胞的藥物反應資訊，進而可為不同類型癌症(亞型)找到可運用的藥物。

研究領域：

Medical Image Analysis, Drug Repositioning, Bioinformatics

學歷：

國立交通大學電機與控制工程博士

國立交通大學電機與控制工程碩士

經歷：

國立陽明交通大學生物醫學資訊研究所教授

國立陽明大學生物醫學資訊研究所教授

國立陽明大學生物醫學資訊研究所副教授

國立陽明大學生物醫學資訊研究所助理教授

專長：

機器學習與資料探勘

生物資訊學

深度學習

研究成果：

  1. Y. S. Tsai, Y. M. Chang, Y. M. Lim, S. K. Cheong, I F. Chung, and Chee-Yin Wong, 2022, September, “Generating Transcriptional Regulatory Networks from Time-ordered Stem Cell Differentiation RNA Sequencing Data,” STAR Protocol, 3(3):101541.
  2. Y. C. Lo#, I F. Chung#, S. N. Guo, M. C. Wen, and C. F. Juang, 2020, October, “Cycle-Consistent GAN-based Stain Translation of Renal Pathology Images with Glomerulus Detection Application,” Applied Soft Computing, https://doi.org/10.1016/j.asoc.2020.106822 (#: equal contribution)
  3. Y. W. Lee, M. Chen, I F. Chung, and T. Y. Chang, 2021, August, “LncExplore: a Database of Pan-cancer Analysis and Systematic Functional Annotation for LncRNAs from RNA Sequencing Data,” Database: The Journal of Biological Databases and Curation, https://doi.org/10.1093/database/baab053
  4. C. Y. Wong, Y. M. Chang, Y. S. Tsai, W. V. Ng, S. K. Cheong, T. Y. Chang, I F. Chung, and Y. M. Lim, 2020, July, “Decoding the Differentiation of Mesenchymal Stem Cells into Mesangial Cells at the Transcriptomic Level,” BMC Genomics, 21: 467.
  5. C. T. Cheng, T. Y. Ho, T. Y. Lee, C. C. Chang, C. C. Chou, C. C. Chen, I F. Chung, and C. H. Liao, 2019, October, “Application of a Deep Learning Algorithm for Detection and Visualization of Hip Fractures on Plain Pelvic Radiographs,” European Radiology, 29(10): 5469-5477.

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