Deep learning for medical image recognition: open issues and a way to forward

MM Nair, S Kumari, AK Tyagi, K Sravanthi - Proceedings of the Second …, 2021 - Springer
In the recent decade, deep learning has taken lead over available analysis techniques.
Today's deep learning is used in diversified sectors like health care, traffic management …

Deep learning for medical image processing: Overview, challenges and the future

MI Razzak, S Naz, A Zaib - … in BioApps: Automation of decision making, 2018 - Springer
The health care sector is totally different from any other industry. It is a high priority sector
and consumers expect the highest level of care and services regardless of cost. The health …

A precise analysis of deep learning for medical image processing

S Mishra, HK Tripathy, B Acharya - Bio-inspired neurocomputing, 2021 - Springer
Recently, usage of image processing in machine learning (ML) is growing fast. Medical
image processing, image segmentation, computer-aided diagnosis, image transformation …

A Survey on medical image segmentation based on deep learning techniques

J Moorthy, UD Gandhi - Big Data and Cognitive Computing, 2022 - mdpi.com
Deep learning techniques have rapidly become important as a preferred method for
evaluating medical image segmentation. This survey analyses different contributions in the …

[PDF][PDF] Deep learning for image segmentation: a focus on medical imaging

AF Khalifa, E Badr - Comput. Mater. Contin, 2023 - cdn.techscience.cn
Image segmentation is crucial for various research areas. Many computer vision
applications depend on segmenting images to understand the scene, such as autonomous …

Deep learning: a breakthrough in medical imaging

HM Ahmad, MJ Khan, A Yousaf, S Ghuffar… - Current Medical …, 2020 - ingentaconnect.com
Deep learning has attracted great attention in the medical imaging community as a
promising solution for automated, fast and accurate medical image analysis, which is …

A big wave of deep learning in medical imaging-analysis of theory and applications

R Prabha, M Razmah, S Sridevi… - … and control systems …, 2022 - ieeexplore.ieee.org
Deep learning models have become the province of cutting-edge machine learning models
that are widely used in medical imaging in multiple kinds of ranging from image recognition …

An analysis of medical images using deep learning

A Jain, MM Krishna, SN Tadiboina… - 2023 3rd …, 2023 - ieeexplore.ieee.org
The use of AI models in health care system and the life sciences is expanding. In this paper,
we will take a look at the present state of the art and address the unanswered issues …

A survey of deep learning techniques for medical diagnosis

AM Hafiz, GM Bhat - Information and Communication Technology for …, 2020 - Springer
With the advent of new technologies in artificial intelligence and machine learning, the
medical community has taken a strong notice of the potential of these technologies for …

A survey of deep learning models for medical image analysis

M Umer, S Sharma, P Rattan - 2021 International Conference …, 2021 - ieeexplore.ieee.org
Deep learning algorithms have lately risen to prominence as the primary tool for processing
medical images. These algorithms are suitable for solving these image processing problems …