Dermatology

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

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A Hybrid CNN-Transformer Deep Learning Model for Differentiating Benign and Malignant Breast Tumors Using Multi-View Ultrasound Images

Breast cancer is a leading malignancy threatening women’s health globally, making early and accurate...

Signal Mining and Analysis of Adverse Events of Isotretinoin: 20-year real-world pharmacovigilance analysis based on the FAERS database

To identify post-marketing adverse event (AE) signals associated with isotretinoin using real-world ...

Integrative Approaches for Skin Cancer Detection and Classification : A Dual modal Analysis

The early detection of skin cancer is of critical importance, as it can lead to in fatal outcomes if...

Independent contributions of language activations in left and right temporal cortex to aphasia outcomes after stroke

Recovery from aphasia after stroke is thought to depend on functional reorganization of language pro...

Deep Learning for Breast Mass Discrimination: Integration of B-Mode Ultrasound & Nakagami Imaging with Automatic Lesion Segmentation

This study aims to enhance breast cancer diagnosis by developing an automated deep learning framewor...

RAX-NET: Residual Attention Xception Network for Brain Ischemic Stroke Segmentation in T1-Weighted MRI

Ischemic stroke, caused by arterial occlusion, leads to hypoxia and cellular necrosis. Rapid and acc...

A Hybrid Deep Learning Ensemble for Accurate Skin Cancer Classification

Skin cancer is one of the most common types of cancer worldwide, and early detection is crucial for ...

Body composition and melanoma incidence risk: insights from a longitudinal lung cancer screening cohort

This study explored the association between low-dose computed tomography (LDCT)-derived body composi...

Multiregional CT Features Improve Prediction of Immunotherapy Response in Advanced Melanoma

Immunotherapy has improved outcomes for advanced-stage melanoma, however, predictive biomarkers rema...

Understanding the Relationship Between Germ Layer Origin and Cancer Therapy Response: A Systematic Review

Cancer therapeutic response patterns may be fundamentally influenced by embryonic germ layer origin....

Modelling Approaches for Predicting the Distribution of Skin NTDs: A Systematic Review

Skin neglected tropical diseases (NTDs) such as cutaneous leishmaniasis, lymphatic filariasis, mycet...

Evaluating Large Language Models in Interpreting Cervical Cytology

Large language models (LLMs) have shown promise in medical imaging, but their utility in cytology re...

Deep Learning-Based Classification of Melanoma and Cutaneous Lesions Using NFNet Architecture: Development and Clinical Validation

Melanoma remains the most lethal form of skin cancer, necessitating early detection for optimal pati...

Scaling genetic discovery for organ volumes using machine learning-assisted imputation and bias-corrected GWAS

MRI-derived organ and tissue volumes are powerful endophenotypes for studying complex disease, but t...

Deep learning based ischemic lesion markers on non-contrast head CT compared to CTP and DWI

Quantification of ischemic brain tissue on non-contrast CT (NCCT) in acute ischemic stroke is challe...

DeepFLAIR*: Improving Multiple Sclerosis Diagnostic Imaging Workflow Using Deep Learning

Magnetic resonance imaging (MRI) plays a central role in diagnosing multiple sclerosis (MS), yet con...

Topological Feature Fusion for Dermoscopic Skin Cancer Detection

Skin cancer is a common and potentially fatal disease where early detection can save lives, especial...

Synthesizing Contrast-Enhanced T1 MR Image Using Multiparametric Sequences and Attention to Brain Tumor

The administration of gadolinium-based contrast agents (GBCAs) for acquiring contrast-enhanced T1-we...

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