MaskAppendix: Backbone-Enriched Mask R-CNN Based on Grad-CAM for Automatic Appendix Segmentation

MaskAppendix: Backbone-Enriched Mask R-CNN Based on Grad-CAM for Automatic Appendix Segmentation

Background: A leading cause of emergency abdominal surgery, appendicitis is a common condition affecting millions of people worldwide. Automatic and accurate segmentation of the appendix from medical imaging is a challenging task, due to its small size, variability in shape, and proximity to other a...

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Bibliographic Details
Main Authors: Emre Dandıl, Betül Tiryaki Baştuğ, Mehmet Süleyman Yıldırım, Kadir Çorbacı, Gürkan Güneri
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Diagnostics
Subjects:
appendix segmentation
deep learning
CT imaging
mask R-CNN
grad-CAM
Detectron
Online Access:https://www.mdpi.com/2075-4418/14/21/2346
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https://www.mdpi.com/2075-4418/14/21/2346

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