Deep Convolutional Neural Networks in Medical Image Analysis: A Review

Deep Convolutional Neural Networks in Medical Image Analysis: A Review

Deep convolutional neural networks (CNNs) have revolutionized medical image analysis by enabling the automated learning of hierarchical features from complex medical imaging datasets. This review provides a focused analysis of CNN evolution and architectures as applied to medical image analysis, hig...

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Bibliographic Details
Main Authors: Ibomoiye Domor Mienye, Theo G. Swart, George Obaido, Matt Jordan, Philip Ilono
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Information
Subjects:
CNN
deep learning
image recognition
machine learning
medical imaging
segmentation
Online Access:https://www.mdpi.com/2078-2489/16/3/195
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