Tech Lead at Stryker, with over 10 years of experience in Orthopedics Software.
All Sessions by Anup Kumar
February 11, 2021
Making up for missing data for AI in healthcare
10:30 - 11:10
Collecting and curating data for AI is not without its challenges, this is even more difficult when it comes to healthcare. This talk introduces the audience to the difficulties in healthcare data collection and what can be done to work with small data sets. We will touch upon the modalities in orthopedics, considerations during data collection, current trends in DL with small datasets, and the ways to make the most of the available data with various augmentation techniques.