[HTML][HTML] Deep learning and medical diagnosis: A review of literature

M Bakator, D Radosav - Multimodal Technologies and Interaction, 2018 - mdpi.com
In this review the application of deep learning for medical diagnosis is addressed. A
thorough analysis of various scientific articles in the domain of deep neural networks …

From Pixels to Diagnoses: Deep Learning's Impact on Medical Image Processing-A Survey

MM Mijwil, AH Al-Mistarehi, M Abotaleb… - Wasit Journal of …, 2023 - wjcm.uowasit.edu.iq
In healthcare, medical image processing is considered one of the most significant
procedures used in diagnosing pathological conditions. Magnetic resonance imaging (MRI) …

Medical image classification techniques and analysis using deep learning networks: a review

AK Sharma, A Nandal, A Dhaka, R Dixit - Health informatics: a …, 2021 - Springer
Medical is a sector all different from other sectors, it is always the highest demanding sector.
The days we look back, medical experts are the one who can process medical images such …

Medical image analysis using convolutional neural networks: a review

SM Anwar, M Majid, A Qayyum, M Awais… - Journal of medical …, 2018 - Springer
The science of solving clinical problems by analyzing images generated in clinical practice
is known as medical image analysis. The aim is to extract information in an affective and …

[HTML][HTML] On the analyses of medical images using traditional machine learning techniques and convolutional neural networks

S Iqbal, A N. Qureshi, J Li, T Mahmood - Archives of Computational …, 2023 - Springer
Convolutional neural network (CNN) has shown dissuasive accomplishment on different
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …

[HTML][HTML] A comprehensive survey of deep learning in the field of medical imaging and medical natural language processing: Challenges and research directions

B Pandey, DK Pandey, BP Mishra… - Journal of King Saud …, 2022 - Elsevier
The extensive growth of data in the health domain has increased the utility of Deep Learning
in health. Deep learning is a highly advanced successor of artificial neural networks, having …

Medical imaging using machine learning and deep learning algorithms: a review

J Latif, C Xiao, A Imran, S Tu - 2019 2nd International …, 2019 - ieeexplore.ieee.org
Machine and deep learning algorithms are rapidly growing in dynamic research of medical
imaging. Currently, substantial efforts are developed for the enrichment of medical imaging …

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 …

[HTML][HTML] A review on deep learning in medical image analysis

S Suganyadevi, V Seethalakshmi… - International Journal of …, 2022 - Springer
Ongoing improvements in AI, particularly concerning deep learning techniques, are
assisting to identify, classify, and quantify patterns in clinical images. Deep learning is the …

An overview of biomedical image analysis from the deep learning perspective

S Chakraborty, K Mali - … on improving medical imaging techniques for …, 2023 - igi-global.com
Biomedical image analysis methods are gradually shifting towards computer-aided solutions
from manual investigations to save time and improve the quality of the diagnosis. Deep …