Dermatology

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

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Showing 2437-2457 of 4,172 articles
Ethical implications of artificial intelligence in skin cancer diagnostics: use-case analyses.

BACKGROUND: Skin cancer is the most common cancer worldwide. Early diagnosis is crucial to improving...

Feb 2025 39501748
PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Diagnosing diseases through histopathology whole slide images (WSIs) is fundamental in modern path...

Generalizable automated ischaemic stroke lesion segmentation with vision transformers

Ischaemic stroke, a leading cause of death and disability, critically relies on neuroimaging for c...

(1)
A spatially resolved and lipid-structured model for macrophage populations in early human atherosclerotic lesions

Atherosclerosis is a chronic inflammatory disease of the artery wall. The early stages of atherosc...

(1)
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free

Discriminative classifiers have become a foundational tool in deep learning for medical imaging, e...

The Skin Game: Revolutionizing Standards for AI Dermatology Model Comparison

Deep Learning approaches in dermatological image classification have shown promising results, yet ...

Deep generative computed perfusion-deficit mapping of ischaemic stroke

Focal deficits in ischaemic stroke result from impaired perfusion downstream of a critical vascula...

(1)
Discovery of New HER2 Inhibitors via Computational Docking, Pharmacophore Modeling, and Machine Learning.

The human epidermal growth factor receptor 2 (HER2) is a critical oncogene implicated in the develop...

Feb 2025 39976334
Multimodal MRI-Ultrasound AI for Prostate Cancer Detection Outperforms Radiologist MRI Interpretation: A Multi-Center Study

Pre-biopsy magnetic resonance imaging (MRI) is increasingly used to target suspicious prostate les...

Virtual airways heatmaps to optimize point of entry location in lung biopsy planning systems

Purpose: We present a virtual model to optimize point of entry (POE) in lung biopsy planning syste...

PSO-Net: Development of an automated psoriasis assessment system using attention-based interpretable deep neural networks

Psoriasis is a chronic skin condition that requires long-term treatment and monitoring. Although, ...

(3)
The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection

Artificial intelligence has significantly advanced skin cancer diagnosis by enabling rapid and acc...

(2)
Artificial intelligence in dermatopathology: a systematic review.

Medical research, driven by advancing technologies like artificial intelligence (AI), is transformin...

(2)
Jan 2025 39226138
Inductive-Associative Meta-learning Pipeline with Human Cognitive Patterns for Unseen Drug-Target Interaction Prediction

Significant differences in protein structures hinder the generalization of existing drug-target in...

Stroke Lesion Segmentation using Multi-Stage Cross-Scale Attention

Precise characterization of stroke lesions from MRI data has immense value in prognosticating clin...

WaveNet-SF: A Hybrid Network for Retinal Disease Detection Based on Wavelet Transform in the Spatial-Frequency Domain

Retinal diseases are a leading cause of vision impairment and blindness, with timely diagnosis bei...

Are generative models fair? A study of racial bias in dermatological image generation

Racial bias in medicine, such as in dermatology, presents significant ethical and clinical challen...

Advances in computer vision and deep learning-facilitated early detection of melanoma.

Melanoma is characterized by its rapid progression and high mortality rates, making early and accura...

Jan 2025 40139223
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature

The development of vision-language models (VLMs) is driven by large-scale and diverse multimodal d...

MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis

As deep learning models gain attraction in medical data, ensuring transparent and trustworthy deci...

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