[PDF][PDF] A machine learning model for skin disease classification using convolution neural network

VR Allugunti - … Journal of Computing, Programming and Database …, 2022 - researchgate.net
… Within the scope of this study, a Convolutional Neural Network (CNN) model for the diagnosis
of skin cancer was created, constructed, and evaluated using a well-known melanoma …

Automatic diagnosis of skin diseases using convolution neural network

T Shanthi, RS Sabeenian, R Anand - Microprocessors and Microsystems, 2020 - Elsevier
… In this paper, we extracted the different skin disease images in DermNet database and classify
the diseases by using convolutional neural network architecture. The major skin diseases

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
… In this paper, we applied deep neural network algorithm to classify dermoscopic images of
four common skin diseases and archived promising results. Based on the results, we further …

Derm-NN: skin diseases detection using convolutional neural network

TA Rimi, N Sultana, MFA Foysal - 2020 4th International …, 2020 - ieeexplore.ieee.org
… a prototype to detect skin diseases using neural networks. In the choice of neural networks,
we have chosen CNN which abbreviates as a convolutional neural network. Earlier detection …

Deep convolutional neural network for face skin diseases identification

R El Saleh, S Bakhshi… - 2019 Fifth International …, 2019 - ieeexplore.ieee.org
… Artificial intelligence in facial skin problems identification has evolved significantly over the …
automated facial skin disease method using a pre-trained deep convolutional neural network (…

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
disease taxonomy. We trained state-of-the-art Deep Neural Networks on two of the largest
publicly available skin … ISIC Archive, and also leveraged disease taxonomy, where available, …

Diagnosing skin diseases using an artificial neural network

LG Kabari, FS Bakpo - 2009 2nd International Conference on …, 2009 - ieeexplore.ieee.org
neural network for Skin Disease Diagnosis (SDD) based on patients’ symptoms and causative
organisms. The artificial neural network … diagnosing selected skin diseases in the tropical …

Multi-class skin diseases classification using deep convolutional neural network and support vector machine

N Hameed, AM Shabut… - 2018 12th international …, 2018 - ieeexplore.ieee.org
… In this research, we have investigated the classification accuracy of the convolutional neural
network, a subfield of the deep neural network. We have used a pre-trained network title “…

Detection of skin diseases from dermoscopy image using the combination of convolutional neural network and one-versus-all

K Polat, KO Koc - Journal of Artificial Intelligence and Systems, 2020 - iecscience.org
Neural Network is proposed to detect skin diseases automatically from Dermoscopy images.
Skin cancer is one of the common diseases in the community. In this article, the skin images …

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

R Saifan, F Jubair - International Journal of Electrical and Computer …, 2022 - academia.edu
… detection of skin diseases. This … neural networks to classify color images of skin lesions. It
relies on a pre-trained deep convolutional neural network to classify between six skin diseases