Deep Learning and Big DataTechnologies in Medical Image Analysis

Abstract

Deep Learning and Big Data Analytics are the two high-focus areas in medical image analysis in the recent times. Owing to the great volume of imaging data in the databases, a lot of research has been focused in the area of medical image analysis involving big data tools and techniques. Also due to the saturation of considerable advances in shallow reasoning-based machine leaning algorithms, complex reasoning-based algorithms like Deep learning are employed to address the issues of image data in biomedical field. This paper discusses the challenges of traditional medical image analysis and reviews some of the latest researches in the areas of medical image analysis involving deep leaning and employing big data platforms.