Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images

Automated medical image analysis has been extensively studied in the medical imaging community due to the fact that manual labelling of large amounts of medical images is a tedious and error-prone task. Accurate and reliable solutions are required to increase clinical work flow efficiency and support decision making through fast and automatic extraction of quantitative measurements.

Source: Medical Image Analysis - February 5, 2019 Category: Radiology Authors: Jo Schlemper, Ozan Oktay, Michiel Schaap, Mattias Heinrich, Bernhard Kainz, Ben Glocker, Daniel Rueckert Source Type: research