Machine learning and deep learning approach for medical image analysis: diagnosis to detection

• Published in: Multimedia tools and applications Vol. 82; no. 17; pp. 26731 - 26769
• Main Authors: Rana, Meghavi, Bhushan, Megha
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.07.2023; Springer Nature B.V
• Subjects: CAI; Classification; Computer assisted instruction; Computer Communication Networks; Computer Science; Data Structures and Information Theory; Datasets; Deep learning; Diagnosis; Disease; Image analysis; Literature reviews; Machine learning; Medical electronics; Medical imaging; Medical research; Multimedia Information Systems; Neural networks; Special Purpose and Application-Based Systems; Track 2: Medical Applications of Multimedia; Deep learning; Medical image processing; Transfer learning; Convolutional neural network; Machine learning; Healthcare; Tumor classification

Computer-aided detection using Deep Learning (DL) and Machine Learning (ML) shows tremendous growth in the medical field. Medical images are considered as the actual origin of appropriate information required for diagnosis of disease. Detection of disease at the initial stage, using various modaliti...