Dermatology

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

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Subcategories: Atopy Psoriasis
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BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation

The segmentation of substantial brain lesions is a significant and challenging task in the field o...

NetLnc: A Network-Based Computational Framework to Identify Immune Checkpoint-Related lncRNAs for Immunotherapy Response in Melanoma.

Long non-coding RNAs (lncRNAs) could alter the tumor immune microenvironment and regulate the expres...

May 2025 40429702
Current updates in the epidemiology and comorbidities of atopic dermatitis.

Atopic dermatitis (AD) is a chronic, inflammatory skin disorder that affects individuals across the ...

(1)
May 2025 40350074
Diagnostic Accuracy of Novel Optical Imaging Techniques for Melanoma Detection: A Systematic Review and Meta-Analysis.

The incidence of melanoma is increasing worldwide, requiring early detection to improve survival rat...

May 2025 40339039
The state of artificial intelligence-enabled skin cancer diagnostics: Why are there two spectroscopy devices available yet no imaging devices?

Artificial intelligence (AI) is already impacting the way we diagnose skin diseases. Although there ...

May 2025 40345350
Lesion-Aware Generative Artificial Intelligence for Virtual Contrast-Enhanced Mammography in Breast Cancer

Contrast-Enhanced Spectral Mammography (CESM) is a dual-energy mammographic technique that improve...

The Performance of AI in Dermatology Exams: The Exam Success and Limits of ChatGPT.

BACKGROUND: Artificial intelligence holds significant potential in dermatology.

May 2025 40387311
Automatic Segmentation and Molecular Subtype Classification of Breast Cancer Using an MRI-based Deep Learning Framework.

Purpose To build a deep learning framework using contrast-enhanced MRI for lesion segmentation and a...

May 2025 40249269
Omics data classification using constitutive artificial neural network optimized with single candidate optimizer.

Recent technical advancements enable omics-based biological study of molecules with very high throug...

May 2025 38736309
Assessing the Feasibility of Internet-Sourced Video for Automatic Cattle Lameness Detection

Cattle lameness is often caused by hoof injuries or interdigital dermatitis, leads to pain and sig...

(2)
Detection of precancerous lesions in cervical images of perimenopausal women using U-net deep learning.

Due to physiological changes during the perimenopausal period, the morphology of cervical cells unde...

(2)
Apr 2025 40314307
Comprehensive Evaluation of Quantitative Measurements from Automated Deep Segmentations of PSMA PET/CT Images

This study performs a comprehensive evaluation of quantitative measurements as extracted from auto...

(1)
Automated Measurement of Eczema Severity with Self-Supervised Learning

Automated diagnosis of eczema using images acquired from digital camera can enable individuals to ...

Robustness and sex differences in skin cancer detection: logistic regression vs CNNs

Deep learning has been reported to achieve high performances in the detection of skin cancer, yet ...

OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation

Accurate segmentation of longitudinal CT scans is important for monitoring tumor progression and e...

Interpretable Automatic Rosacea Detection with Whitened Cosine Similarity

According to the National Rosacea Society, approximately sixteen million Americans suffer from ros...

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