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淺談深度計算基因體學

演講摘要

Thanks to the advance of many ground breaking technologies in sequencing, the scope of Genomics has expanded several times in recent years. These extremely high throughput technologies generate information in an unprecedented rate; however, leveraging these data to facilitate the understanding to the messages encoded in DNA is still challenging. Although with a complete three-billion-base human genome sequence in hand, we human embarrassingly know only next to nothing to the basis of Genomics. Just before all of us are submerged by the tsunami of data, deep learning, the once glimmering machine learning discipline, has resurrected and bailed us out. With the help of GPU computing and Data Science, we can now let machines discover the mechanisms underlying biological phenomena and pathways with only little domain knowledge. Welcome to the era of Deep Computational Genomics!

講者簡介

洪瑞鴻
  • 洪瑞鴻 個人網站
  • 交通大學資工系 / 副教授
  • 洪瑞鴻副教授 現任國立交通大學資訊工程系副教授,曾任美國麻州醫學大學附設醫院之博士後研究員、交通大學生物科技學系以及生物資訊所副教授。專長為次世代定序的高速演算法,以及發展機器學習技術應用於基因體生物資訊的分析。

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