[HTML][HTML] Recent Advancements and Perspectives in the Diagnosis of Skin Diseases Using Machine Learning and Deep Learning: A Review

J Zhang, F Zhong, K He, M Ji, S Li, C Li - Diagnostics, 2023 - mdpi.com
Objective: Skin diseases constitute a widespread health concern, and the application of
machine learning and deep learning algorithms has been instrumental in improving …

[PDF][PDF] Skin lesions classification and segmentation: a review

MM Stofa, MA Zulkifley… - International Journal of …, 2021 - pdfs.semanticscholar.org
An automated intelligent system based on imaging input for unbiased diagnosis of skin-
related diseases is an essential screening tool nowadays. This is because visual and …

[HTML][HTML] Towards improving diagnosis of skin diseases by combining deep neural network and human knowledge

X Zhang, S Wang, J Liu, C Tao - BMC medical informatics and decision …, 2018 - Springer
Background The emergence of the deep convolutional neural network (CNN) greatly
improves the quality of computer-aided supporting systems. However, due to the challenges …

Deep learning based classification of facial dermatological disorders

E Goceri - Computers in Biology and Medicine, 2021 - Elsevier
Common properties of dermatological diseases are mostly lesions with abnormal pattern
and skin color (usually redness). Therefore, dermatology is one of the most appropriate …

[HTML][HTML] Machine learning methods in skin disease recognition: a systematic review

J Sun, K Yao, G Huang, C Zhang, M Leach, K Huang… - Processes, 2023 - mdpi.com
Skin lesions affect millions of people worldwide. They can be easily recognized based on
their typically abnormal texture and color but are difficult to diagnose due to similar …

[HTML][HTML] Machine learning and deep learning methods for skin lesion classification and diagnosis: a systematic review

MA Kassem, KM Hosny, R Damaševičius, MM Eltoukhy - Diagnostics, 2021 - mdpi.com
Computer-aided systems for skin lesion diagnosis is a growing area of research. Recently,
researchers have shown an increasing interest in developing computer-aided diagnosis …

Skin disease diagnosis with deep learning: A review

H Li, Y Pan, J Zhao, L Zhang - Neurocomputing, 2021 - Elsevier
Skin cancer is one of the most threatening diseases worldwide. However, diagnosing skin
cancer correctly is challenging. Recently, deep learning algorithms have emerged to …

[PDF][PDF] Detection and classification of skin diseases with ensembles of deep learning networks in medical imaging

A Kalaivani, S Karpagavalli - International journal of health …, 2022 - researchgate.net
Skin disorders are a serious worldwide public health issue that affects a large number of
individuals. In recent years, with the fast advancement of technology and the use of different …

[HTML][HTML] Computer-aided diagnosis of skin diseases using deep neural networks

MN Bajwa, K Muta, MI Malik, SA Siddiqui, SA Braun… - Applied Sciences, 2020 - mdpi.com
Propensity of skin diseases to manifest in a variety of forms, lack and maldistribution of
qualified dermatologists, and exigency of timely and accurate diagnosis call for automated …

A systematic literature survey on skin disease detection and classification using machine learning and deep learning

R Yadav, A Bhat - Multimedia Tools and Applications, 2024 - Springer
The world population is growing very fast and the lifestyle of human beings is changing with
time and place. So, there is a need for disease management which includes disease …