Recognition of human skin diseases using inception-v3 with transfer learning

MA Mamun, MS Kabir, M Akter, MS Uddin - International Journal of …, 2022 - Springer
Skin disease is an irritable disease and may be the motive of deadly to human life. So, all of
us ought to be aware of this alarming health problem. Recognition of skin diseases is a very …

Automatic facial skin feature detection for everyone

Q Zheng, A Purwar, H Zhao, GL Lim, L Li… - arXiv preprint arXiv …, 2022 - arxiv.org
Automatic assessment and understanding of facial skin condition have several applications,
including the early detection of underlying health problems, lifestyle and dietary treatment …

AcneTyper: an automatic diagnosis method of dermoscopic acne image via self-ensemble and stacking

S Liu, R Chen, Y Gu, Q Yu, G Su, Y Ren… - … and Health Care, 2023 - content.iospress.com
BACKGROUND: Acne is a skin lesion type widely existing in adolescents, and poses
computational challenges for automatic diagnosis. Computer vision algorithms are utilized to …

Classification and detection of acne on the skin using deep learning algorithms

N Pancholi, S Goel, R Nijhawan… - 2021 19th OITS …, 2021 - ieeexplore.ieee.org
Teenagers and young adults are prone to acne. It's a skin condition that arises when oil and
dead skin cells clog hair follicles. The face, forehead, upper back, and chest are the most …

An Explainable AI-Based Skin Disease Detection

GS Ballari, S Giraddi, S Chickerur… - ICT Infrastructure and …, 2022 - Springer
L ack of understanding and ignorance has led to, skin illness being one of the most frequent
and difficult diseases to diagnose. Dermatologists are frequently sought for in many …

Analysis of Automated Skin Disease Classification Exploiting Different Machine Learning Techniques

TR Anik, P Talukder, I Faruki… - 2023 IEEE 13th …, 2023 - ieeexplore.ieee.org
One of the most serious and prevalent diseases in the world is skin disease. Due to the
intricacy of humans' tone and texture and the visible proximity impact of the disorders, it can …

Acne Vulgaris Severity Analysis Application

B Nethravathi, C Aradita, S Veeranna, V Patil… - 2023 - researchsquare.com
The most common skin problem, acne vulgaris, may have serious financial and
psychological implications for individuals who have it, thus it's crucial to have an accurate …

Intelligent System for Skin Disease Detection of Dogs with Ontology Based Clinical Information Extraction

R Rathnayaka, K Anuththara… - 2022 IEEE 13th …, 2022 - ieeexplore.ieee.org
The largest organ in dogs, the epidermis, is crucial in supplying immunological responses.
Skin will preserve all the nutrients and safeguard the cells while warding off harmful or …

Dermato: A Deep Learning based Application for Acne Subtype and Severity Detection

K Naidu, O Kareppa, S Menon, C Bhole… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
The article introduces a dermatology application named “Dermato”. It is an assistive
application tool for dermatologists to quickly assess and classify acne lesions into respective …

AcneAI+: Revolutionizing Dermatology Through Advanced Machine Learning

V Kukreja, P Srivastava, A Garg… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
This study presents a resilient model for classifying skin acne using sophisticated machine-
learning methodologies. Within dermatological diagnostics, the prevalence of acne …