Monkeypox diagnosis with interpretable deep learning

MM Ahsan, MS Ali, MM Hassan, TA Abdullah… - IEEE …, 2023 - ieeexplore.ieee.org
As the world gradually recovers from the impacts of COVID-19, the recent global spread of
Monkeypox disease has raised concerns about another potential pandemic, highlighting the …

[HTML][HTML] A novel end-to-end deep convolutional neural network based skin lesion classification framework

R Sulthana, V Chamola, Z Hussain, F Albalwy… - Expert Systems with …, 2024 - Elsevier
Background: Skin diseases are reported to contribute 1.79% of the global burden of disease.
The accurate diagnosis of specific skin diseases is known to be a challenging task due, in …

Smart skin health monitoring using AI-enabled cloud-based IoT

S Juyal, S Sharma, AS Shukla - Materials Today: Proceedings, 2021 - Elsevier
Skin diseases are one of the most prevalent issues in today's scenarios and require
investigation. The method of diagnosis is still dependent upon the findings and experiences …

ScarNet: development and validation of a novel deep CNN model for acne scar classification with a new dataset

MS Junayed, MB Islam, AA Jeny, A Sadeghzadeh… - IEEE …, 2021 - ieeexplore.ieee.org
Acne scarring occurs in 95% of people with acne vulgaris due to collagen loss or gains
when the body is healing the damages of the skin caused by acne inflammation. Accurate …

Transfer learning and local interpretable model agnostic based visual approach in monkeypox disease detection and classification: A deep learning insights

MM Ahsan, TA Abdullah, MS Ali, F Jahora… - arXiv preprint arXiv …, 2022 - arxiv.org
The recent development of Monkeypox disease among various nations poses a global
pandemic threat when the world is still fighting Coronavirus Disease-2019 (COVID-19). At its …

Skin cancer classification: a deep learning approach

N Nigar, A Wajid, S Islam… - Pakistan Journal of …, 2023 - search.proquest.com
Skin diseases are common in human beings because of significant changes in surrounding
environments. The most of these diseases are curable if diagnosed at initial stages …

Deep Learning‐Based Skin Diseases Classification using Smartphones

I Oztel, G Yolcu Oztel, VH Sahin - Advanced Intelligent Systems, 2023 - Wiley Online Library
Skin disease recognition is one of the essential topics in the medical industry. Detecting skin
disease from appearance can be difficult due to the similar appearance of skin lesions. In …

Age and gender predictions using artificial intelligence algorithm

A Ghildiyal, S Sharma, I Verma… - 2020 3rd International …, 2020 - ieeexplore.ieee.org
Gender is still a central aspect of personality, and in social life it is still an important factor.
Gender and age projections for artificial intelligence can be used in many areas, such as the …

Skin disease classification system based on machine learning technique: A survey

SS Mohammed, JM Al-Tuwaijari - IOP Conference Series …, 2021 - iopscience.iop.org
Skin diseases are a major and worrying problem in societies due to their physical and
psychological effects on patients. Detecting skin diseases at an early stage has an important …

Computer vision based skin disorder recognition using EfficientNet: A transfer learning approach

RH Hridoy, F Akter, A Rakshit - 2021 International conference …, 2021 - ieeexplore.ieee.org
Skin disorders have a vital impact on people's health and quality of life, it is essential to
develop a reliable and accurate computer vision approach to recognize multiple skin …