CAAF-ResUNet: Adaptive Attention Fusion with Boundary-Aware Loss for Lung Nodule Segmentation

<i>Background and Objectives</i>: The accurate segmentation of pulmonary nodules in computed tomography (CT) remains a critical yet challenging task due to variations in nodule size, shape, and boundary ambiguity. This study proposes CAAF-ResUNet (Context-Aware Adaptive Attention Fusion ResUNet), a...

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Hlavní autoři:	Thang Quoc Pham, Thai Hoang Le, Khai Dinh Lai, Dat Quoc Ngo, Tan Van Pham, Quang Hong Hua, Khang Quang Le, Huyen Duy Mai Le, Tuyen Ngoc Lam Nguyen
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-06-01
Edice:	Medicina
Témata:	lung nodule segmentation adaptive attention controller adaptive attention fusion boundary-aware loss functions
On-line přístup:	https://www.mdpi.com/1648-9144/61/7/1126
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