Dermatology

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

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Subcategories: Atopy Psoriasis
Showing 274-294 of 4,159 articles
Opportunistic Promptable Segmentation: Leveraging Routine Radiological Annotations to Guide 3D CT Lesion Segmentation.

The development of machine learning models for CT imaging depends on the availability of large, high...

Jul 2026 42414717
Stomatalia: a deep learning-based platform for quantitative stomata and pavement cell analysis.

BACKGROUND: Stomata and pavement cells are fundamental components of the leaf epidermis, jointly reg...

(1)
Jul 2026 42415050
An online cutaneous melanoma risk screen tool.

To develop and deploy a publicly accessible online risk estimation tool for cutaneous melanoma that ...

Jul 2026 42406537
Robustness of a neural network approved for skin cancer diagnosis against variations in sequential images.

BACKGROUND: Convolutional neural networks (CNN) for skin cancer classification have shown results co...

Jul 2026 42411020
Enhanced detection of subtle cortical abnormalities in focal epilepsy using 7 T MRI surface-based models and graph neural networks.

PURPOSE: MRI detection of subtle focal cortical dysplasia (FCD)-like abnormalities remains challengi...

Jul 2026 42406029
A compact texture frequency spatial gating network for oral cancer classification from clinical oral images.

Image-level classification of oral-cavity photographs remains challenging because oral-cancer appear...

Jul 2026 42409893
Accelerated Deep-Learning-Based Image Reconstruction for 3D T2 Dark-Fluid in Imaging of Multiple Sclerosis.

OBJECTIVES: Deep-learning (DL)-accelerated MRI can significantly reduce acquisition times. Studies e...

(1)
Jul 2026 42400420
Intraloop neoangiogenesis in an AI-classified scleroderma pattern: recognizing a morphological clue to suspected dermatomyositis.

OBJECTIVES: To describe a diagnostic near miss in AI-assisted nailfold capillaroscopy, illustrating ...

(1)
Jul 2026 42402485
Artificial intelligence-detected HER2 strong-positive tumor proportion predicts FISH positivity and treatment response in breast cancer.

Human epidermal growth factor receptor 2 (HER2)-targeted therapies have revolutionized breast cancer...

Jul 2026 42406760
M3FusionNet: Cross-cohort multimodal prediction of breast cancer biomarkers.

BACKGROUND: Accurate prediction of breast cancer biomarkers - including oestrogen receptor (ER), pro...

(4)
Jul 2026 42407417
Rostral lesion shift and tract-specific degeneration drive functional heterogeneity in degenerative cervical myelopathy.

BACKGROUND: Degenerative cervical myelopathy (DCM) is the leading cause of spinal cord impairment wo...

(3)
Jul 2026 42401750
Deep learning for contrast-enhanced MRI in pediatric brain imaging.

PURPOSE: A deep learning algorithm for contrast amplification in brain MRI, trained exclusively on a...

Jul 2026 42400647
An AI-augmented review of childhood atopic dermatitis biomarkers across genetic, immune, microbial, and metabolic domains.

BACKGROUND: Atopic dermatitis (AD) is a prevalent inflammatory skin disease and a major source of di...

(4)
Jul 2026 42401802
The application of artificial intelligence in adrenal imaging: current state of knowledge, challenges, and future directions.

Adrenal incidentalomas are frequently detected on abdominal imaging and require evaluation for malig...

Jul 2026 42396958
Multiparametric MRI-derived radiomic signatures enable noninvasive prediction of HER2 expression in bladder cancer.

OBJECTIVE: To assess the value of multiparametric MRI (mpMRI)-derived radiomic signatures and a comb...

Jul 2026 42397516
A randomized controlled trial evaluating the use of an intelligent, fully automated 2D imaging system to detect lame cows and control lameness.

A fully automated 2-dimensional imaging system that uses machine learning to produce real-time mobil...

Jul 2026 42398719
A machine-learning-derived multi-cell death mode signature predicts melanoma prognosis and reveals an immune-cold tumor microenvironment.

BACKGROUND: Regulated cell death programs influence melanoma progression and antitumor immunity, yet...

Jul 2026 42399595
Refined AI-ASPECTS with modified atlas and lesion-load thresholds: advancing acute ischemic stroke imaging and prognostic prediction.

BACKGROUND: The artificial intelligence-assisted ASPECTS (AI-ASPECTS) system has become an increasin...

Jul 2026 42399913
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