Machine Learning: Theoretical and Practical Computing Perspective, and Recent Progresses of AI in Medical Imaging
报告人： 孙凤文博士
时间：2018-12-19 10:10-11:10
地点：北京大学理科一号楼（四层）425室
Abstract:
The speaker will divide the presentation in two parts, in the first portion, he will focus on：The reason that the progress in machine learning is a major surprise from the perspective of theoretical computability and its implication；Examine the structure of deep learning by means of Turing-Church model. It provides guidance on the machine learning modeling and super parameters selection；The advancement of practical computational power in next phase, and its profound implication. In the second parts, he will present recent results on AI in medical imaging by his team on eye, bone and muscle related diseases. These results enhance significantly the start of the art, exceeding human experts. His team is the winner of the ongoing Stanford University Machine Learning MURA competition. In this competition, for the first time, AI beats human experts in bone and muscle related disease.
About the Speaker:
孙凤文博士是无线及卫星通信领域国际知名专家，中天联科公司共同创始人，董事长。南开大学客座教授。荷兰埃因霍温大学理学博士。
做为一个技术专家，孙凤文拥有106项美国专利，发表了26篇国际期刊论文。其研究领域包括数字信号处理，超大规模集成电路有效实现, 量化对冲，机器学习。其技术专利被欧美，韩国知名公司广泛授权使用，产生数十亿美金的产业价值。孙凤文博士在移动及卫星通信领域标志性的贡献体现在DVBS2， 3GPP 技术标准之中。 他是DVB-S2十二项核心专利中十项的持有人，对于欧洲DVBS-2标准的贡献被DVB委员会誉为 “巨大的、不可替代的” 。
孙凤文博士是中天联科公司的创始人, 董事长。中天联科致力于应用于多媒体传输和处理的集成电路的开发，生产和销售。公司分别在中国，美国，台湾设有研发中心。 中天联科的产品覆盖了除去北美以外的世界主要的国家和地区。
