Deep Learning for Clinical Image Analysis

This is especially evident in the field of medical image processing, where convolutional networks in particular and deep learning in general have been driving recent breakthroughs. This study evaluates the main deep learning themes that are pertinent for application across over 300 articles on medical image analysis, almost all of which were published within the last year. The chapter covers a variety of deep learning-related topics, including segmentation, object classification, picture registration, and many more. A synopsis of the examinationsBreath-related Neuro Retinal Pulmonary Electronic Pathology gastrointestinal and musculoskeletal disorders Now that we've reached the last category, we can finally wrap up with a cross-cutting viewpoint and a current overview of the field, followed by a few test cases that raise problems that will be explained in future works.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/i3ceet61722.2024.10994101
Citations
1
Primary Topic
AI in cancer detection
Type
article
Field-Weighted Citation Impact
0.35
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article

Deep Learning for Clinical Image Analysis

Mohankrishna Potnuru, P. S. Ramesh, S. Surendran, T Thangarasan et al.
1 citations
AI in cancer detection
0.35
article

Deep Learning for Clinical Image Analysis

Mohankrishna Potnuru, P. S. Ramesh, S. Surendran, T Thangarasan, T J Nandhini, Advait Balaji
article en
1 citations

Abstract

This is especially evident in the field of medical image processing, where convolutional networks in particular and deep learning in general have been driving recent breakthroughs. This study evaluates the main deep learning themes that are pertinent for application across over 300 articles on medical image analysis, almost all of which were published within the last year. The chapter covers a variety of deep learning-related topics, including segmentation, object classification, picture registration, and many more. A synopsis of the examinationsBreath-related Neuro Retinal Pulmonary Electronic Pathology gastrointestinal and musculoskeletal disorders Now that we've reached the last category, we can finally wrap up with a cross-cutting viewpoint and a current overview of the field, followed by a few test cases that raise problems that will be explained in future works.

Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology (IN), Sri Venkateswara University (IN), AAA College of Engineering and Technology, Institute of Science and Technology, Saveetha University (IN)
Openalex Percentile: Top 29%
AI in cancer detection
0.35
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