Skin Lesion Classification and Detection Using Machine Learning Techniques: A Systematic Review

TG Debelee - Diagnostics, 2023 - mdpi.com
Skin lesions are essential for the early detection and management of a number of
dermatological disorders. Learning-based methods for skin lesion analysis have drawn …

The application of deep learning for the segmentation and classification of coronary arteries

Ş Kaba, H Haci, A Isin, A Ilhan, C Conkbayir - Diagnostics, 2023 - mdpi.com
In recent years, the prevalence of coronary artery disease (CAD) has become one of the
leading causes of death around the world. Accurate stenosis detection of coronary arteries is …

A systematic literature survey on skin disease detection and classification using machine learning and deep learning

R Yadav, A Bhat - Multimedia Tools and Applications, 2024 - Springer
The world population is growing very fast and the lifestyle of human beings is changing with
time and place. So, there is a need for disease management which includes disease …

Lyme rashes disease classification using deep feature fusion technique

G Ali, M Anwar, M Nauman, M Faheem… - Skin Research and …, 2023 - Wiley Online Library
Automatic classification of Lyme disease rashes on the skin helps clinicians and
dermatologists' probe and investigate Lyme skin rashes effectively. This paper proposes a …

[HTML][HTML] Noise Resilience in Dermoscopic Image Segmentation: Comparing Deep Learning Architectures for Enhanced Accuracy

F Ergin, IB Parlak, M Adel, ÖM Gül, K Karpouzis - Electronics, 2024 - mdpi.com
Skin diseases and lesions can be ambiguous to recognize due to the similarity of lesions
and enhanced imaging features. In this study, we compared three cutting-edge deep …

A Deep Learning-Based Mobile Application for Monkeypox Detection

HF Alhasson, E Almozainy, M Alharbi, N Almansour… - Applied Sciences, 2023 - mdpi.com
The recent outbreak of monkeypox has raised significant concerns in the field of public
health, primarily because it has quickly spread to over 40 countries outside of Africa …

Revolutionizing Image Analysis for Precision Diagnosis and Recognition Using Cutting-Edge Visual Encoding

D Rajalakshmi, CS Anita, R Sasikumar… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
This groundbreaking study introduces a revolutionary image analysis method, showcasing
unprecedented accuracy in precision diagnosis and recognition. The innovative approach …

Applying Multimodal Data Fusion based on Deep Learning Methods for the Diagnoses of Neglected Tropical Diseases: A Systematic Review

Y Minyilu, M Abebe, M Meshesha - medRxiv, 2024 - medrxiv.org
Neglected tropical diseases (NTDs) are the most prevalent diseases worldwide affecting
one tenth of the world population. Although there are multiple approaches to diagnose these …

Explainable AI for Skin Disease Classification Using Grad-CAM and Transfer Learning to Identify Contours

SMSI Badhon, SA Khushbu, NC Saha, AH Anik, MA Ali… - 2024 - preprints.org
This research evaluates the feasibility of addressing computer vision problems with limited
resources, particularly in the context of medical data where patient privacy concerns restrict …

Improving Performance of Vision Transformer on Skin Lesion Detection Leveraging Domain Associated Transfer Learning

AHS Rafi, A Das, MT Reza - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
To prevent lethal consequences, identification and early detection of different skin lesions
are required. However, lots of expertise and expenditure are needed to detect them in the …