pneumothorax-segmentation
Experimenting with spatial partitioning for pneumothorax detection using Fast.ai and Kaggle dataset.
Some results on positive patches with pneumothorax.
Note: Combining these results into a single x-ray will lead to issues at the patch edges.
Recently published work may address this type of limitation: https://ai.googleblog.com/2020/02/ultra-high-resolution-image-analysis.html
Note: This repository is currently incomplete.
Todo: -Pipeline for running inference. -Optimizing thresholds for determining a negative x-ray.