Deep learning model applied to real-time delineation of colorectal polyps

Deep learning model applied to real-time delineation of colorectal polyps

Abstract Background Deep learning models have shown considerable potential to improve diagnostic accuracy across medical fields. Although YOLACT has demonstrated real-time detection and segmentation in non-medical datasets, its application in medical settings remains underexplored. This study evalua...

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Bibliographic Details
Main Authors: Moana Gelu-Simeon, Adel Mamou, Georgette Saint-Georges, Marceline Alexis, Marie Sautereau, Yassine Mamou, Jimmy Simeon
Format: Article
Language:English
Published: BMC 2025-06-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Artificial intelligence
Convolutional neural network
Deep learning model
Instance segmentation
Online Access:https://doi.org/10.1186/s12911-025-03047-y
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