Dermatology

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

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Showing 484-504 of 4,159 articles
Evaluating multi-task network architectures for simultaneous breast lesion segmentation and classification in ultrasound images.

Breast lesion segmentation and classification in ultrasound (US) images are two essential tasks for ...

May 2026 42138788
Transforming Psoriatic Disease Care Through Innovation and Real-World Data: GRAPPA 2025 Soapbox Highlights.

The Group for Research and Assessment of Psoriasis and Psoriatic Arthritis (GRAPPA) 2025 annual meet...

(2)
May 2026 42140643
Machine-Learning-Based Prediction of Long-Term Efficacy of Nemolizumab: Post Hoc Analysis of Pooled Data from Two Phase III Clinical Trials.

INTRODUCTION: Nemolizumab is a humanized monoclonal antibody that specifically inhibits the receptor...

May 2026 42141354
Mitigating hallucinations in synthesized clinical texts to improve multimodal deep learning for dermatology.

OBJECTIVE: Despite recent advancements in the development of foundation models and multimodal (MM) a...

May 2026 42140329
Political determinants of melanoma: Global inequities in skin cancer care.

BACKGROUND: Melanoma outcomes differ across countries, income settings, and skin tones, reflecting n...

(2)
May 2026 42292071
Automatic multiple sclerosis lesion segmentation in the spinal cord using 3 T and 7 T MP2RAGE images.

PURPOSE: To develop a deep learning-based fully automated framework for segmenting multiple sclerosi...

May 2026 42173050
Maternal genetic variants associated with aneuploid conception: a narrative review.

BACKGROUND: Human aneuploid conception, a leading cause of infertility, pregnancy loss, and congenit...

May 2026 42124334
MultiDentNet: a unified deep learning framework for multi-class dental condition screening and preliminary oral lesion triage.

To develop and evaluate MultiDentNet, a unified deep learning framework for multi-class dental condi...

May 2026 42129243
Machine learning-driven ultrasound echo feature analysis for accurate classification and area prediction of HIFU-induced lesions: ex vivo study.

In high-intensity focused ultrasound (HIFU) treatment, precise and reliable prediction of lesion phe...

May 2026 42139911
Mechanism-Informed Machine Learning Enables Discovery of Oncolytic Peptides for Cancer Immunotherapy.

Oncolytic peptides (OPs) represent a promising class of cancer therapeutics capable of rapidly lysin...

May 2026 42118213
CBAM-Xception: An Attention-Guided Framework for Skin Cancer Classification.

Skin cancer is a potentially fatal disease that requires early and accurate diagnosis to improve pat...

May 2026 42118515
Performance of multimodal large language models for the detection and characterization of bone lesions on radiographs.

PURPOSE: Multimodal large language models (LLMs) offer emerging capabilities in medical image interp...

May 2026 42108741
Differential Attention Feature Aggregator (DAFE) for Advanced Melanoma Detection.

Melanoma is a highly aggressive form of skin cancer with a significant mortality rate. Over the past...

May 2026 42115490
Diagnostic Accuracy of Commercial Large Language Models for Anogenital Skin Lesion Images: A Comparative Study of Gemini, Claude and ChatGPT.

BACKGROUND: Diagnosing anogenital dermatological conditions often requires specialist expertise that...

(1)
May 2026 42105020
Deep learning reconstruction for liver DWI: impact on image quality and ADC quantification.

PURPOSE: To assess the image quality, apparent diffusion coefficient (ADC) values, and lesion detect...

May 2026 42134117
Morphology-, noise-, and resolution-robust ultrasound elasticity imaging with Fourier neural operator.

Quasi-static strain elastography is a non-invasive technique for estimating tissue stiffness fields ...

(1)
May 2026 42134076
Longitudinal Degeneration of Microstructural and Structural Connectivity Patterns Following Stroke.

BACKGROUND: Stroke causes neurological impairment through local plasticity mechanisms, such as synap...

May 2026 42100806
Diagnostic accuracy of artificial intelligence versus 263 pediatric clinicians for childhood exanthems.

Pediatric exanthematous diseases pose diagnostic challenges because clinical presentations overlap. ...

(1)
May 2026 42104164
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