Dermatology

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

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Subcategories: Atopy Psoriasis
Showing 442-462 of 4,159 articles
Swarm intelligence-guided ROI selection for deep learning assessment of HER2 in colorectal cancer.

Accurate assessment of Human Epidermal Growth Factor Receptor 2 (HER2) status in colorectal cancer (...

May 2026 42203821
MMTC-Net: Multimodal Temporal Cervical Network for HSIL+ Recognition in Precancer Screening.

Cervical precancer screening is essential for reducing disease-related mortality. In colposcopic pra...

May 2026 42204023
A clinical neuroimaging platform for rapid, automated lesion detection and personalized post-stroke outcome prediction.

Accurately predicting long-term outcomes after stroke remains a key challenge in personalized medici...

May 2026 42204350
Feasibility study of an AI-powered mobile app to support cutaneous leishmaniasis diagnosis in the Brazilian Amazon.

BACKGROUND: Cutaneous leishmaniasis (CL) remains a major public health challenge, especially in Braz...

(1)
May 2026 42201945
R-loop-Associated Regulator VDAC1 Drives Malignant Phenotypes in Uveal Melanoma.

BACKGROUND: R-loops regulate genome stability and transcription, but their roles in uveal melanoma (...

May 2026 42203013
Beyond target lesions: Prognostic value of longitudinal AI-derived whole-body [1⁸F]FDG PET/CT metrics in metastatic melanoma.

PURPOSE: To investigate the prognostic value of an artificial intelligence (AI)-based semi-automated...

(1)
May 2026 42189229
Evaluating the Performance of Artificial Intelligence in Accurately Detecting Skin Cancer: An Umbrella Review of Systematic Reviews and Meta-analyses.

BACKGROUND: Artificial intelligence technology is being widely developed in dermatology. However, th...

May 2026 42189487
Endoscopy-based Deep Learning Algorithms versus Endoscopists in Early Esophageal Squamous Cell Carcinoma Detection: A Systematic Review and Meta-Analysis.

INTRODUCTION: To compare the diagnostic performance of endoscopy-based deep learning (DL) algorithms...

(1)
May 2026 42189588
AI-based histopathology analysis predicts checkpoint inhibitor response in advanced melanoma and identifies patterns associated with response.

INTRODUCTION: Readily available predictive biomarkers for immune checkpoint inhibitor (ICI) response...

(1)
May 2026 42208280
CTransFuse: A Hybrid Transformer-CNN Framework for Precise Meniscus Segmentation and Lesion Identification.

Meniscal tears and degenerative changes are the most common pathologies affecting the knee joint. In...

May 2026 42184192
Whole-body reduced-dose dual-energy CT with deep learning image reconstruction for detection of osteolytic lesions in multiple myeloma.

INTRODUCTION: Deep learning image reconstruction (DLIR) has been incorporated into dual-energy CT (D...

(1)
May 2026 42184692
Identifying potential ligand-receptor interactions by integrating LSTM network and the attention mechanism for cell-cell communication prediction.

BACKGROUND: Cell-cell communication (CCC) mediated by ligand-receptor (L-R) interactions is fundamen...

May 2026 42185831
Explainable machine learning identifies features and thresholds predictive of immunotherapy response.

The identification of reliable predictors for immunotherapy response remains a critical challenge in...

May 2026 42177174
Clinically reliable and stable automated segmentation of DLBCL lesions on PET/CT using self-configuring nnU-Net for robust TMTV quantification.

PURPOSE: Accurate lesion segmentation on 18F-FDG PET/CT is essential for the effective management of...

May 2026 42214823
Curcumin alleviates depression-aggravated psoriasis by targeting MMP9-regulated apoptotic pathways.

Depression and psoriasis are highly comorbid, yet their shared molecular mechanisms remain poorly un...

(1)
May 2026 42231964
A rapid total-body PET imaging approach for pediatric patients using non-attenuation-corrected PET scans.

BACKGROUND: Pediatric lymphoma patients undergo multiple 18F-FDG PET/CT examinations for staging and...

May 2026 42171886
Research on multi-stage deep learning based intelligent diagnosis of skin diseases and skin medicine diagnosis community construction concept.

Accurate diagnosis and assessment of the severity of skin diseases are essential for appropriate cli...

May 2026 42168500
Challenges of Ontology-Based Concept Normalization for Deep Phenotyping in Rare Skin Diseases.

Extracting and standardizing phenotypic information from free-text medical reports remains a main ch...

May 2026 42175393
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