[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 …

[HTML][HTML] Classification of skin disease using deep learning neural networks with MobileNet V2 and LSTM

PN Srinivasu, JG SivaSai, MF Ijaz, AK Bhoi, W Kim… - Sensors, 2021 - mdpi.com
… The dataset plays a crucial role in the training of our proposed neural networks for
automated diagnosis. The dataset named HAM10000 is the skin disease dataset that has been …

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

[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
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, …

[PDF][PDF] Robust skin diseases detection and classification using deep neural networks

S Albawi, YA Abbas, Y Almadany - Int. J. Eng. Technol, 2018 - researchgate.net
… CAD system for skin diseases' detection is still challenging research problem. In this paper,
unique skin disease identification was proposed for three types of skin diseases such as …

Discriminative feature learning for skin disease classification using deep convolutional neural network

B Ahmad, M Usama, CM Huang, K Hwang… - IEEE …, 2020 - ieeexplore.ieee.org
skin disease problem. Moreover, most of the existing works in skin disease used convolutional
neural networks (… model to learn discriminative features from skin images. Thus to address …

[PDF][PDF] Mobile-based skin disease diagnosis system using convolutional neural networks (CNN)

MWP Maduranga, D Nandasena - International Journal of Image …, 2022 - researchgate.net
Skin diseases are a serious hazard to … skin diseases diagnosis. In this work, Deep learning
algorithms Convolution Neural Networks (CNN) is proposed to classify skin diseases on the …

[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
… 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 …

Detection of skin disease using metaheuristic supported artificial neural networks

S Chakraborty, K Mali, S Chatterjee… - 2017 8th Annual …, 2017 - ieeexplore.ieee.org
skin diseases using digital images of skin is very important for bio-medical image analysis. …
artificial neural network has been proposed to classify images. Here 3 common skin diseases

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 …