Dermatology

Latest AI and machine learning research in dermatology for healthcare professionals.

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Subcategories: Atopy Psoriasis
Showing 2542-2562 of 4,172 articles
Classifying and visualizing medication use in the Adolescent Brain Cognitive Development (ABCD) Study

Medication use during adolescence provides important insight into current health and treatment patte...

Non-invasive epidermal proteomics and machine learning permits molecular subclassification of psoriasis and eczematous dermatitis

Current approaches to selecting molecularly targeted therapies (biologics and oral small molecules) ...

A Global Atlas of Digital Dermatology to Map Innovation and Disparities

The adoption of artificial intelligence in dermatology promises democratized access to healthcare, b...

Demographics, Overlap, and Latency of Severe Cutaneous Adverse Reactions in an FDA Database

Severe cutaneous adverse reactions (SCARs), including Stevens-Johnson syndrome/toxic epidermal necro...

Mapping the Neuroanatomy of Dystonia Using Causal Brain Lesions

Dystonia is one of the most prevalent movement disorders, but its neural substrates have remained en...

3D Bioprinting Skin Equivalents: A Methodological Perspective on Human Keratinocyte and Fibroblast Models for Wound Repair and Regeneration.

Three-dimensional (3D) bioprinting is a promising approach to developing reliable tissue substitutes...

Jan 2025 40579883
Personalized prediction of breast cancer candidates for Anti-HER2 therapy using F-FDG PET/CT parameters and machine learning: a dual-center study.

BACKGROUND: Accurately evaluating human epidermal growth factor receptor (HER2) expression status in...

Jan 2025 40438696
Exploration in association between vitamin D and cutaneous melanoma and explainable machine learning prediction.

OBJECTIVE: This study aims to examine association between vitamin D with melanoma and develop an exp...

Jan 2025 40438676
Bioinformatics meets machine learning: identifying circulating biomarkers for vitiligo across blood and tissues.

BACKGROUND: Vitiligo is a skin disorder characterized by the progressive loss of pigmentation in the...

(1)
Jan 2025 40443672
Deep learning reconstruction of free-breathing, diffusion-weighted imaging of the liver: A comparison with conventional free-breathing acquisition.

This study aimed to compare image quality and solid focal liver lesion (FLL) assessments between fre...

Jan 2025 40445963
SCIseg: Automatic Segmentation of Intramedullary Lesions in Spinal Cord Injury on T2-weighted MRI Scans.

Purpose To develop a deep learning tool for the automatic segmentation of the spinal cord and intram...

(1)
Jan 2025 39503603
Diagnostic Power of MicroRNAs in Melanoma: Integrating Machine Learning for Enhanced Accuracy and Pathway Analysis.

This study identifies microRNAs (miRNAs) with significant discriminatory power in distinguishing mel...

(3)
Jan 2025 39823244
FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosis

With the rapid advancement of deep learning technologies, artificial intelligence has become incre...

A Cascaded Dilated Convolution Approach for Mpox Lesion Classification

The global outbreak of the Mpox virus, classified as a Public Health Emergency of International Co...

Automatic detection of diseases in Spanish clinical notes combining medical language models and ontologies

In this paper we present a hybrid method for the automatic detection of dermatological pathologies...

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers

Deep Learning has shown outstanding results in computer vision tasks; healthcare is no exception. ...

(1)
MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation

Early detection of skin abnormalities plays a crucial role in diagnosing and treating skin cancer....

Enhancing Skin Lesion Classification Generalization with Active Domain Adaptation

We propose a method to improve the generalization of skin lesion classification models by combinin...

Hybrid of Deep Feature Extraction and Machine Learning Ensembles for Imbalanced Skin Cancer Datasets.

Skin cancer remains one of the most common and deadly forms of cancer, necessitating accurate and ea...

(1)
Dec 2024 39716023
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