Partial Attention in Global Context and Local Interaction for Addressing Noisy Labels and Weighted Redundancies on Medical Images

Partial Attention in Global Context and Local Interaction for Addressing Noisy Labels and Weighted Redundancies on Medical Images

Recently, the application of deep neural networks to detect anomalies on medical images has been facing the appearance of noisy labels, including overlapping objects and similar classes. Therefore, this study aims to address this challenge by proposing a unique attention module that can assist deep...

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Bibliographic Details
Main Authors: Minh Tai Pham Nguyen, Minh Khue Phan Tran, Tadashi Nakano, Thi Hong Tran, Quoc Duy Nam Nguyen
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Sensors
Subjects:
attention mechanism
deep learning
noisy labels
weighted redundancies
Online Access:https://www.mdpi.com/1424-8220/25/1/163
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