[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
… As a result of this research, we offer a deep learning infrastructure approach for skin disease
detection, which is based on the merger of many feed-forward neural architectures that …

A deep learning based framework for diagnosing multiple skin diseases in a clinical environment

CY Zhu, YK Wang, HP Chen, KL Gao, C Shu… - Frontiers in …, 2021 - frontiersin.org
… and finally transformed into a probability distribution over clinical classes of skin disease
Our deep learning network was implemented using Pytorch. Initially, a global learning rate …

Diagnosis of skin diseases in the era of deep learning and mobile technology

E Goceri - Computers in Biology and Medicine, 2021 - Elsevier
… A current review [14] indicated that there are only three mobile applications developed with
deep learning to diagnose skin diseases. In one [15] of them, seven types of 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 …

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
… Deep learning models are efficient in learning the features that assist in understanding …
This study proposed a computerized process of classifying skin disease through deep learning

Automatic diagnosis of skin diseases using convolution neural network

T Shanthi, RS Sabeenian, R Anand - Microprocessors and Microsystems, 2020 - Elsevier
… The proposed work aims at recognising and classifying skin diseasesskin disease
images in DermNet database and classify the diseases by using convolutional neural network

[PDF][PDF] Machine learning and deep learning integration for skin diseases prediction

SK Bandyopadhyay, P Bose, A Bhaumik… - Int. J. Eng. Trends …, 2022 - researchgate.net
… In this section, various skin diseases detection techniques were investigated that have been
… the problem of skin disease diagnosis. Four different deep learning models were utilized to …

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
… On ISIC Archive we classified all 7 diseases with 93% average accuracy and 99% AUC. This
study shows that Deep Learning has great potential to classify a vast array of skin diseases

[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
… Melanoma is a skin disease that tends to be lethal. It occurs when … of skin cancer are of
tremendous assistance to the accuracy of pathologists. In this research, a deep learning

Multi-classification of skin diseases for dermoscopy images using deep learning

H Zhou, F Xie, Z Jiang, J Liu, S Wang… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
… A novel automatic classification algorithm for multiple skin diseases is proposed in this
paper. Because of the complexity of skin lesions, the automatic classification of skin diseases is …