Dermatology

Dermatology

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

3,979 articles

Subcategories: Atopy Psoriasis

Showing 1534-1554 of 3,979 articles

Leveraging Multilayered "Omics" Data for Atopic Dermatitis: A Road Map to Precision Medicine.

Atopic dermatitis (AD) is a complex multifactorial inflammatory skin disease that affects ~280 milli...

Dec 2018 PMID: 30631320

One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks.

In recent years, several convolutional neural network (CNN) methods have been proposed for the autom...

Dec 2018 PMID: 30555005

Weakly Supervised Lesion Detection From Fundus Images.

Early diagnosis and continuous monitoring of patients suffering from eye diseases have been major co...

Dec 2018 PMID: 30530359

Coronary CT angiography-derived plaque quantification with artificial intelligence CT fractional flow reserve for the identification of lesion-specific ischemia.

OBJECTIVES: We sought to investigate the diagnostic performance of coronary CT angiography (cCTA)-de...

Dec 2018 PMID: 30523456

Demographic, Clinical, and Allergic Characteristics of Children with Eosinophilic Esophagitis in Isfahan, Iran.

Eosinophilic esophagitis (EoE) is a chronic immune-mediated disease isolated to the esophagus Food a...

Dec 2018 PMID: 30644697

Prediction of findings at screening colonoscopy using a machine learning algorithm based on complete blood counts (ColonFlag).

Adenomatous polyps are a common precursor lesion for colorectal cancer. ColonFlag is a machine- lear...

Nov 2018 PMID: 30481208

Level of circulating steroid hormones in malaria and cutaneous leishmaniasis: a case control study.

Epidemiological and clinical studies have shown a great difference in the severity and prevalence of...

Nov 2018 PMID: 30956446

Artificial Intelligence Based Skin Classification Using GMM.

This study describes the usage of neural community based on the texture evaluation of pores and skin...

Nov 2018 PMID: 30460413

Deep Semantic Segmentation of Kidney and Space-Occupying Lesion Area Based on SCNN and ResNet Models Combined with SIFT-Flow Algorithm.

Renal segmentation is one of the most fundamental and challenging task in computer aided diagnosis s...

Nov 2018 PMID: 30456668

Domain-specific classification-pretrained fully convolutional network encoders for skin lesion segmentation.

BACKGROUND AND OBJECTIVE: Fully convolutional neural networks have been shown to perform well for au...

Nov 2018 PMID: 30471461

Predicting conversion from clinically isolated syndrome to multiple sclerosis-An imaging-based machine learning approach.

Magnetic resonance imaging (MRI) scans play a pivotal role in the evaluation of patients presenting ...

Nov 2018 PMID: 30502078

A graph-based lesion characterization and deep embedding approach for improved computer-aided diagnosis of nonmass breast MRI lesions.

Nonmass-like enhancements are a common but diagnostically challenging finding in breast MRI. Nonmass...

Nov 2018 PMID: 30412826

Diagnostic accuracy of content-based dermatoscopic image retrieval with deep classification features.

BACKGROUND: Automated classification of medical images through neural networks can reach high accura...

Oct 2018 PMID: 30207594

Drug Repurposing Prediction for Immune-Mediated Cutaneous Diseases using a Word-Embedding-Based Machine Learning Approach.

Immune-mediated diseases affect more than 20% of the population, and many autoimmune diseases affect...

Oct 2018 PMID: 30342048

Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review.

BACKGROUND: State-of-the-art classifiers based on convolutional neural networks (CNNs) were shown to...

Oct 2018 PMID: 30333097

Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks.

The spinal cord is frequently affected by atrophy and/or lesions in multiple sclerosis (MS) patients...

Oct 2018 PMID: 30300751

[An unusual cause of jaundice].

Hepatic impairment is common during hyperthyroidism. It is most often asymptomatic. Hyperthyroidism ...

Oct 2018 PMID: 31007819

Machine learning based framework to predict cardiac arrests in a paediatric intensive care unit : Prediction of cardiac arrests.

A cardiac arrest is a life-threatening event, often fatal. Whilst clinicians classify some of the ca...

Sep 2018 PMID: 30264218

Multimodal skin lesion classification using deep learning.

While convolutional neural networks (CNNs) have successfully been applied for skin lesion classifica...

Sep 2018 PMID: 30187575

Automatic Lacunae Localization in Placental Ultrasound Images via Layer Aggregation.

Accurate localization of structural abnormalities is a precursor for image-based prenatal assessment...

Sep 2018 PMID: 30854531

Deep-learning-based, computer-aided classifier developed with a small dataset of clinical images surpasses board-certified dermatologists in skin tumour diagnosis.

BACKGROUND: Application of deep-learning technology to skin cancer classification can potentially im...

Sep 2018 PMID: 29953582

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