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.