Attention Gating PVT(AGPVT)

Simultaneous Segmentation and Classification Deep Learning Model for Esophageal Lesions

Supported disease:

Normal Esophagus(Health), Esophageal Protruded Lesions, Esophagitis, Barrett Esophagus, Esophageal Cancer

Recommend dataset for testing:

MICCAI 2015 Endoscopic Vision Challenge: https://endovissub-barrett.grand-challenge.org/

Endoscopy Disease Detection and Segmentation (EDD2020): https://edd2020.grand-challenge.org/

Other information:

Train datasets are not publicly available due to patients privacy reasons. The initial backbone weights can be downloaded from: https://github.com/whai362/PVT