Evaluates Mask R-CNN with multiple feature extractors on the 2015 MICCAI polyp dataset, reports peak scores of 72.59% recall and 70.42% Dice, claims SOTA segmentation, and concludes data quality can matter as much as network depth.
High-grade dysplasia and invasive carcinoma in colorectal adenomas: a multivariate analysis of the impact of adenoma and patient characteristics
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Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better?
Evaluates Mask R-CNN with multiple feature extractors on the 2015 MICCAI polyp dataset, reports peak scores of 72.59% recall and 70.42% Dice, claims SOTA segmentation, and concludes data quality can matter as much as network depth.