Dermatology

Dermatology

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

3,979 articles

Subcategories: Atopy Psoriasis

Showing 1576-1596 of 3,979 articles

Machine learning identifies a core gene set predictive of acquired resistance to EGFR tyrosine kinase inhibitor.

PURPOSE: Acquired resistance (AR) to epidermal growth factor receptor tyrosine kinase inhibitors (EG...

May 2018 PMID: 29802456

Novel Breast Imaging and Machine Learning: Predicting Breast Lesion Malignancy at Cone-Beam CT Using Machine Learning Techniques.

OBJECTIVE: The purpose of this study is to evaluate the diagnostic performance of machine learning t...

May 2018 PMID: 29792725

Differential Effects of Simulated Cortical Network Lesions on Synchrony and EEG Complexity.

Brain function has been proposed to arise as a result of the coordinated activity between distribute...

May 2018 PMID: 29938549

MRI white matter lesion segmentation using an ensemble of neural networks and overcomplete patch-based voting.

Accurate quantification of white matter hyperintensities (WMH) from Magnetic Resonance Imaging (MRI)...

May 2018 PMID: 30172092

Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features.

The presence of certain clinical dermoscopic features within a skin lesion may indicate melanoma, an...

May 2018 PMID: 29994053

Control of Gene Regulatory Networks Using Bayesian Inverse Reinforcement Learning.

Control of gene regulatory networks (GRNs) to shift gene expression from undesirable states to desir...

Apr 2018 PMID: 29993697

MuDeRN: Multi-category classification of breast histopathological image using deep residual networks.

MOTIVATION: Identifying carcinoma subtype can help to select appropriate treatment options and deter...

Apr 2018 PMID: 29705552

Detection of white matter lesion regions in MRI using SLIC0 and convolutional neural network.

BACKGROUND AND OBJECTIVE: White matter lesions are non-static brain lesions that have a prevalence r...

Apr 2018 PMID: 29706405

An Automatic Diagnosis Method of Facial Acne Vulgaris Based on Convolutional Neural Network.

In this paper, we present a new automatic diagnosis method for facial acne vulgaris which is based o...

Apr 2018 PMID: 29643449

Coronary CT Angiography-derived Fractional Flow Reserve: Machine Learning Algorithm versus Computational Fluid Dynamics Modeling.

Purpose To compare two technical approaches for determination of coronary computed tomography (CT) a...

Apr 2018 PMID: 29634438

Bioactive polymeric formulations for wound healing.

Ricinoleic acid (RA) has potential to promote wound healing because of its analgesic and anti-inflam...

Mar 2018 PMID: 30923437

Acral melanoma detection using a convolutional neural network for dermoscopy images.

BACKGROUND/PURPOSE: Acral melanoma is the most common type of melanoma in Asians, and usually result...

Mar 2018 PMID: 29513718

Machine learning-based diagnosis of melanoma using macro images.

Cancer bears a poisoning threat to human society. Melanoma, the skin cancer, originates from skin la...

Feb 2018 PMID: 29266819

DermaKNet: Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for Skin Lesion Diagnosis.

Traditional approaches to automatic diagnosis of skin lesions consisted of classifiers working on se...

Feb 2018 PMID: 29994788

SetSVM: An Approach to Set Classification in Nuclei-Based Cancer Detection.

Due to the importance of nuclear structure in cancer diagnosis, several predictive models have been ...

Feb 2018 PMID: 29994380

Classification of the Clinical Images for Benign and Malignant Cutaneous Tumors Using a Deep Learning Algorithm.

We tested the use of a deep learning algorithm to classify the clinical images of 12 skin diseases-b...

Feb 2018 PMID: 29428356

Psoriasis skin biopsy image segmentation using Deep Convolutional Neural Network.

BACKGROUND AND OBJECTIVE: Development of machine assisted tools for automatic analysis of psoriasis ...

Feb 2018 PMID: 29650319

Predicting non-melanoma skin cancer via a multi-parameterized artificial neural network.

Ultraviolet radiation (UVR) exposure and family history are major associated risk factors for the de...

Jan 2018 PMID: 29374196

Integrated prediction of lesion-specific ischaemia from quantitative coronary CT angiography using machine learning: a multicentre study.

OBJECTIVES: We aimed to investigate if lesion-specific ischaemia by invasive fractional flow reserve...

Jan 2018 PMID: 29352380

Deep neural networks show an equivalent and often superior performance to dermatologists in onychomycosis diagnosis: Automatic construction of onychomycosis datasets by region-based convolutional deep neural network.

Although there have been reports of the successful diagnosis of skin disorders using deep learning, ...

Jan 2018 PMID: 29352285

anti-inflammatory and skin protective properties of Virgin coconut oil.

Virgin coconut oil (VCO) has been traditionally used as moisturizer since centuries by people in the...

Jan 2018 PMID: 30671361

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