medical image

Segment-then-segment : context-preserving crop-based segmentation for large biomedical images

Medical images are often of huge size, which presents a challenge in terms of memory requirements when training machine learning models. Commonly, the images are downsampled to overcome this challenge, but this leads to a loss of information. We …