[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 …

[PDF][PDF] Dermatological classification using deep learning of skin image and patient background knowledge

K Sriwong, S Bunrit, K Kerdprasop… - International Journal of …, 2019 - ijml.org
Skin cancer is one of the most common human malignancies. It is a kind of skin diseases
caused by abnormal growth of skin cells. Clinically, dermatological disease including skin …

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 common skin disease image classification

S Nath, S Das Gupta, S Saha - Journal of Intelligent & Fuzzy …, 2023 - content.iospress.com
Skin disease is currently considered to be one of the most common diseases in the globe.
Most of the human population has experienced it at some point but not all skin illnesses are …

[PDF][PDF] Classification of images of skin lesion using deep learning

M Shaheen, U Saif, SM Awan, F Ahmad… - International Journal of …, 2023 - mecs-press.org
Skin cancer is among common and rapidly increasing human malignancies, which can be
diagnosed visually. The diagnosis begins with preliminary medical screening and by …

Deep learning in skin disease image recognition: A review

LF Li, X Wang, WJ Hu, NN Xiong, YX Du, BS Li - Ieee Access, 2020 - ieeexplore.ieee.org
The application of deep learning methods to diagnose diseases has become a new
research topic in the medical field. In the field of medicine, skin disease is one of the most …

Ensemble of Deep CNN Models for Human Skin Disease Classification

GT Askale, DA Assress, AO Salau… - International Journal of …, 2024 - Wiley Online Library
Skin diseases are among the leading causes of disability worldwide and are a significant
cause of morbidity in sub‐Saharan Africa. It can be cured if identified early. Only an expert …

[PDF][PDF] Six skin diseases classification using deep convolutional neural network

R Saifan, F Jubair - International Journal of Electrical and Computer …, 2022 - academia.edu
Additionally, we constructed a dataset of 3000 colored images from several online datasets
and the Internet. Experimental results are encouraging, where the proposed model achieved …

Enhanced Skin Disease Diagnosis through Convolutional Neural Networks and Data Augmentation Techniques

M Abbas, M Arslan, RA Bhatty, F Yousaf… - Journal of Computing & …, 2024 - jcbi.org
Skin diseases are among the most common and widespread diseases affecting people
around the world. Global warming and climate change are the two main factors leading to …

Deep ensemble learning for skin lesions classification with convolutional neural network

RA Pratiwi, S Nurmaini, DP Rini… - … Journal of Artificial …, 2021 - search.proquest.com
One type of skin cancer that is considered a malignant tumor is melanoma. Such a
dangerous disease can cause a lot of death in the world. The early detection of skin lesions …