Modification of U-Net with Pre-Trained ResNet-50 and Atrous Block for Polyp Segmentation: Model TASPP-UNet

Colorectal cancer is the third most prevalent type of cancer globally, and it typically progresses unnoticed, making early detection via effective screening methods crucial. This study presents the TASPP-UNet, an advanced deep learning model that integrates Atrous Spatial Pyramid Pooling (ASPP) bloc...

Full description

Bibliographic Details

Published in:	Engineering Proceedings
Main Authors:	Assel Mukasheva, Dina Koishiyeva, Gani Sergazin, Madina Sydybayeva, Dinargul Mukhammejanova, Syrym Seidazimov
Format:	Article
Language:	English
Published:	MDPI AG 2024-07-01
Subjects:	deep learning polyp segmentation U-Net atrous block
Online Access:	https://www.mdpi.com/2673-4591/70/1/16