Brain CT image classification based on mask RCNN and attention mechanism

Brain CT image classification based on mask RCNN and attention mechanism

Abstract Along with the computer application technology progress, machine learning, and block-chain techniques have been applied comprehensively in various fields. The application of machine learning, and block-chain techniques into medical image retrieval, classification and auxiliary diagnosis has...

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Bibliographic Details
Main Authors: Shoulin Yin, Hang Li, Lin Teng, Asif Ali Laghari, Ahmad Almadhor, Michal Gregus, Gabriel Avelino Sampedro
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Machine learning
Healthcare
Brain CT image classification
Mask RCNN
Attention mechanism
Deformable convolution
Online Access:https://doi.org/10.1038/s41598-024-78566-1
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https://doi.org/10.1038/s41598-024-78566-1

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