Dermatology

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

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Subcategories: Atopy Psoriasis
Showing 2290-2310 of 4,167 articles
Integrating Quantitative Histology with Clinical Data Improves Prediction of Cervical Intraepithelial Neoplasia Regression

Cervical intraepithelial neoplasia grade 2 (CIN2) lesions show variable outcomes, and accurate predi...

Multimodal system for skin cancer detection

Melanoma detection is vital for early diagnosis and effective treatment. While deep learning models ...

DermaBench: A Clinician-Annotated Benchmark Dataset for Dermatology Visual Question Answering and Reasoning

Vision-language models (VLMs) are increasingly important in medical applications; however, their eva...

A Hierarchical Benchmark of Foundation Models for Dermatology

Foundation models have transformed medical image analysis by providing robust feature representation...

Pigment Network Detection and Classification in Dermoscopic Images Using Directional Imaging Algorithms and Convolutional Neural Networks

Early diagnosis of melanoma, which can save thousands of lives, relies heavily on the analysis of de...

Pairing-free Group-level Knowledge Distillation for Robust Gastrointestinal Lesion Classification in White-Light Endoscopy

White-Light Imaging (WLI) is the standard for endoscopic cancer screening, but Narrow-Band Imaging (...

Machine learning based diagnostics of veterinary cancer on ultrasound and optical imaging data.

Study advances current diagnostic efficiency of canine/feline (sub-)cutaneous tumors using machine l...

Dec 2025 40444796
FiDTouch: A 3D Wearable Haptic Display for the Finger Pad

The applications of fingertip haptic devices have spread to various fields from revolutionizing vi...

Modeling and Reversing Brain Lesions Using Diffusion Models

Brain lesions are abnormalities or injuries in brain tissue that are often detectable using magnet...

Advancing Lung Disease Diagnosis in 3D CT Scans

To enable more accurate diagnosis of lung disease in chest CT scans, we propose a straightforward ...

Establishment of an intelligent analysis system for clinical image features of melanonychia based on deep learning image segmentation.

Melanonychia, a condition that can be indicative of malignant melanoma, presents a significant chall...

Jul 2025 40367737
Clinical Utility Findings of a Transcriptomic Psoriasis Biologic Test Demonstrate Altered Physician Prescribing Behavior and Improved Patient Outcomes.

INTRODUCTION: This randomized, prospective study (MATCH) was designed to assess the clinical utility...

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Jul 2025 40349264
MammoTracker: Mask-Guided Lesion Tracking in Temporal Mammograms

Accurate lesion tracking in temporal mammograms is essential for monitoring breast cancer progress...

VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation

As the appearance of medical images is influenced by multiple underlying factors, generative model...

Towards Scalable and Robust White Matter Lesion Localization via Multimodal Deep Learning

White matter hyperintensities (WMH) are radiological markers of small vessel disease and neurodege...

GRASP-PsONet: Gradient-based Removal of Spurious Patterns for PsOriasis Severity Classification

Psoriasis (PsO) severity scoring is important for clinical trials but is hindered by inter-rater v...

Preparation of Active On-Demand Antibacterial Hydrogel Epidermis Electrodes Based on Flora Balance Strategy for Intelligent Prostheses.

Hydrogel epidermis electrodes have demonstrated remarkable potential for stable electrophysiological...

Jun 2025 40391873
FTIR-based machine learning for prediction of malignant transformation in oral epithelial dysplasia.

Oral squamous cell carcinoma (OSCC) is an aggressive cancer with a poor prognosis. Oral epithelial d...

Jun 2025 40407747
Integrating Radiomics with Deep Learning Enhances Multiple Sclerosis Lesion Delineation

Background: Accurate lesion segmentation is critical for multiple sclerosis (MS) diagnosis, yet cu...

Microbial dysbiosis and its diagnostic potential in androgenetic alopecia: insights from multi-kingdom sequencing and machine learning.

Androgenetic alopecia (AGA), the most common form of hair loss, has been linked to dysbiosis of the ...

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Jun 2025 40434156
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