AIMC Topic: Vitiligo
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Detection of Vitiligo Through Machine Learning and Computer-Aided Techniques: A Systematic Review.
BioMed research international
Dec 19, 2024
Vitiligo is a chronic skin damage disease, triggered by differential melanocyte death. Vitiligo (0.5%-1% of the population) is one of the most severe skin conditions. In general, the foundation of the condition of vitiligo remains gradual patchy los...
Optimizing vitiligo diagnosis with ResNet and Swin transformer deep learning models: a study on performance and interpretability.
Scientific reports
Apr 21, 2024
Vitiligo is a hypopigmented skin disease characterized by the loss of melanin. The progressive nature and widespread incidence of vitiligo necessitate timely and accurate detection. Usually, a single diagnostic test often falls short of providing def...
Human-multimodal deep learning collaboration in 'precise' diagnosis of lupus erythematosus subtypes and similar skin diseases.
Journal of the European Academy of Dermatology and Venereology : JEADV
Apr 15, 2024
BACKGROUND: Lupus erythematosus (LE) is a spectrum of autoimmune diseases. Due to the complexity of cutaneous LE (CLE), clinical skin image-based artificial intelligence is still experiencing difficulties in distinguishing subtypes of LE.
Bioinformatics meets machine learning: identifying circulating biomarkers for vitiligo across blood and tissues.
Frontiers in immunology
Jan 1, 2025
BACKGROUND: Vitiligo is a skin disorder characterized by the progressive loss of pigmentation in the skin and mucous membranes. The exact aetiology and pathogenesis of vitiligo remain incompletely understood.
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