Transfer Learning in Medical Image Analysis: A Survey

Medical sector is advancing tremendously with Artificial Intelligence. Machine Learning and Deep Learning algorithms are becoming popular in solving many problems which handle medical images. Deep learning models require vast amount of data. Transfer Learning technique opens a new path for working with limited data sets especially in the areas where public data are not available in surplus quantity. This paper carries out a survey to identify studies on employing transfer learning in medical images.