Dermatology

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

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Subcategories: Atopy Psoriasis
Showing 761-780 of 4,857 articles

Active detection of melanoma via a dual-extraction-driven flexible microneedles sensor.

Wearable microneedles (MNs) biosensors offer significant potential for minimally invasive biomarker detection in interstitial fluid (ISF). However, suboptimal fluid collection efficiency, dermal irritation due to rigid structural components, and inadequate long-term operational stability collectively represent critical barriers to their clinical translation for early disease diagnosis. Here, we pr...

Jan 28 2026 41643419

A navigation-guided 3D breast ultrasound scanning and reconstruction system for automated multi-lesion spatial localization and diagnosis.

Handheld ultrasound (HHUS) is indispensable for breast cancer screening but remains compromised by operator-dependent acquisition, subjective 2D interpretation and clock-face annotation. Existing spatial tracking systems for HHUS typically lack integration, adaptability, flexibility, and robust 3D representation. Additionally, current deep learning diagnostic methods are predominantly based on sin...

Jan 28 2026 41633129
From slides to AI-ready maps: Standardized multi-layer tissue maps as metadata for artificial intelligence in digital pathology.

A Whole Slide Image (WSI) is a high-resolution digital image created by scanning an entire glass slide containing a biological specimen, such as tissu...

Jan 28 2026 41610818
Artificial Intelligence analysis of lesion dynamics and brain volume in patients with multiple sclerosis.

BACKGROUND: Quantitative MRI markers increasingly complement conventional clinical assessment in multiple sclerosis (MS). Artificial intelligence (AI)...

Jan 28 2026 41671941
Clinically aligned whole-body MRI segmentation of skeletal metastases via Supervised Anatomical Pretraining.

In oncology practice, response assessment of metastatic disease requires reliable and reproducible quantification of measurable metastatic burden. Man...

Jan 28 2026 41684671
Innovations in skin microphysiological systems for nonclinical testing and FDA modernization.

Recent innovations in skin microphysiological systems (MPSs) have gained momentum following regulatory advances such as the FDA Modernization Act 2.0 ...

Jan 28 2026 41593045
Accelerated Reduced Field of View T2-Weighted Imaging of Pancreaticobiliary Disorders Using Deep Learning-Based Reconstruction: Reduction of Acquisition Time and Improvement of Image Quality.

BACKGROUND: Reduced field-of-view (rFOV) T2WI improves in-plane spatial resolution. Deep learning-based reconstruction (DLR) has emerged as enhancing ...

Jan 28 2026 41603271
Wearable Lateral Flow Patch for Noninvasive Sweat Protein Monitoring.

Traditional protein analysis methods rely on invasive sample collection and professional operators, which is not conducive to in situ monitoring. Desp...

Jan 28 2026 41603421
Multimodal Large Language Models for Cystoscopic Image Interpretation and Bladder Lesion Classification: Comparative Study.

BACKGROUND: Cystoscopy remains the gold standard for diagnosing bladder lesions; however, its diagnostic accuracy is operator dependent and prone to m...

Jan 28 2026 41605505
Allosteric Insights into TCR-pMHC Dynamics: Understanding the Effects of Melanoma-Associated Epitopes.

Allostery, a crucial phenomenon for comprehending protein function, interactions, and regulation, involves the transmission of perturbations induced b...

Jan 27 2026 41592181
Hierarchical image pyramid transformer framework for automated breast cancer molecular subtyping using tissue microarrays.

The heterogeneity of breast cancer at molecular and histological levels poses significant challenges for precise diagnosis and treatment. Current mole...

Jan 26 2026 41588712
Research on the molecular mechanism of celastrol targeting CTNNB1/STAT3 to inhibit uveal melanoma based on network pharmacology and multi-omics analysis.

Uveal melanoma (UM) is among the most prevalent intraocular malignant tumors worldwide. Celastrol exhibits broad-spectrum anticancer properties; howev...

Jan 24 2026 41580492
Fuzzy rough set loss for deep learning-based precise medical image segmentation.

Accurate segmentation of medical images is crucial for diagnosis and treatment planning, yet it remains challenging due to ambiguous lesion boundaries...

Jan 23 2026 41581251
Improved screening for pulmonary Kaposi sarcoma in a low-resource setting.

OBJECTIVE: The lung is commonly involved in advanced Kaposi sarcoma (KS) but diagnosis of pulmonary KS in low-resource settings is difficult. Clinical...

Jan 22 2026 41587418
Associations between contralesional neuroplasticity and motor impairment through deep learning-derived MRI regional brain age in chronic stroke (ENIGMA): a multicohort, retrospective, observational study.

BACKGROUND: Stroke leads to complex chronic structural and functional brain changes that specifically affect motor outcomes. The brain predicted age d...

Jan 22 2026 41577565
Mechanism design and experiment verification of a mole-inspired robot burrowing with incisors.

With the growing demand for underground resources, traditional drilling equipment faces significant limitations in soil environments. In recent years,...

Jan 22 2026 41512452
Deep learning-accelerated 3D flair for white matter lesion detection in multiple sclerosis: a feasibility study.

OBJECTIVES: Deep learning (DL)-based image reconstruction (DLBIR) techniques promise accelerated MRI acquisitions with enhanced image quality. Herein,...

Jan 22 2026 41569417
Explainable depth-wise and channel-wise fusion models for multi-class skin lesion classification.

The clinical adoption of deep learning in dermatology requires models that are not only highly accurate but also transparent and trustworthy. To addre...

Jan 22 2026 41570053
Transcriptome integration analysis of shared biomarkers and common immune mechanisms in SLE and PSO.

This study aimed to identify shared diagnostic biomarkers and common immune mechanisms between systemic lupus erythematosus (SLE) and psoriasis (PSO) ...

Jan 21 2026 41577004
Is ChatGPT a reliable informant? Dermatologists review AI-generated answers to frequently asked questions about melanoma.

Dear Editor, In recent years, many individuals have turned to the Internet for health-related information, a phenomenon commonly referred to as "Dr. G...

Jan 21 2026 41563133
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