Dermatology

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

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Clinicodemographic Prediction of Overall Survival in Patients with Head and Neck Merkel Cell Carcinoma: A Machine Learning Approach

Merkel cell carcinoma (MCC) is a rare cutaneous neuroendocrine malignancy with a higher case-fatalit...

Machine learning prediction for early-stage melanoma outcomes: recurrence-free survival, disease-specific survival, and overall survival

This study compared machine-learning models for predicting recurrence-free survival (RFS), disease-s...

A Clinical Neuroimaging Platform for Rapid, Automated Lesion Detection and Personalized Post-Stroke Outcome Prediction

Predicting long-term functional outcomes for individuals with stroke is a significant challenge. Sol...

AI-detected tumor-infiltrating lymphocytes for predicting outcomes in anti-PD1 based treated melanoma

Easy and accessible biomarkers to predict response to immune checkpoint inhibition (ICI)-treated mel...

FLAMeS: A Robust Deep Learning Model for Automated Multiple Sclerosis Lesion Segmentation

Assessment of brain lesions on MRI is crucial for research in multiple sclerosis (MS). Manual segmen...

A comparative analysis of dengue, chikungunya, and Zika in a pediatric cohort over 18 years

Dengue, chikungunya, and Zika are diseases of major human concern. Differential diagnosis is complic...

Artificial Intelligence enhanced R1 maps can improve lesion detection in focal epilepsy in children

MRI is critical for the detection of subtle cortical pathology in epilepsy surgery assessment. This ...

Accurate Skin Lesion Classification Using Multimodal Learning on the HAM10000 and ISIC 2017 Datasets

Our aim is to demonstrate that multimodal deep learning can enhance the accuracy of classifying skin...

CMANet: Cross-Modal Attention Network for 3-D Knee MRI and Report-Guided Osteoarthritis Assessment

Knee osteoarthritis (OA) is a leading cause of disability worldwide, with early identification of st...

Rad-Path Correlation of Deep Learning Models for Prostate Cancer Detection on MRI

While Deep Learning (DL) models trained on Magnetic Resonance Imaging (MRI) have shown promise for p...

Attention-based deep learning for analysis of pathology images and gene expression data in lung squamous premalignant lesions

Molecular and cellular alterations to the normal pseudostratified columnar bronchial epithelium resu...

DREAM: A framework for discovering mechanisms underlying AI prediction of protected attributes

Recent advances in Artificial Intelligence (AI) have started disrupting the healthcare industry, esp...

DeepSpot: Leveraging Spatial Context for Enhanced Spatial Transcriptomics Prediction from H&E Images

Spatial transcriptomics technology remains resource-intensive and unlikely to be routinely adopted f...

Resource-efficient medical vision language model for dermatology via a synthetic data generation framework

Vision-language models (VLMs), with their ability to integrate visual and textual information, have ...

DermAssist: A Hybrid Vision Transformer System for Skin Lesion Diagnosis with Automated Alerting and Dual-Sided Portals

Skin cancer, one of the most prevalent forms of cancer globally, demands early and accurate diagnosi...

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Combining Real and Synthetic Data to Overcome Limited Training Datasets in Multimodal Learning

Biomedical data are inherently multimodal, capturing complementary aspects of a patient condition. D...

SibBMS: Siberian Brain Multiple Sclerosis Dataset with lesion segmentation and patient meta information

Multiple sclerosis (MS) is a chronic inflammatory neurodegenerative disorder of the central nervous ...

Ensemble uncertainty estimation improves skin cancer malignancy prediction

Widespread access to imaging technologies and stronger machine learning (ML) architectures for derma...

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