Dermatology

Dermatology

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

4,167 articles

Subcategories: Atopy Psoriasis

Showing 1744-1764 of 4,167 articles

A Deep Learning Approach to Photoacoustic Wavefront Localization in Deep-Tissue Medium.

Optical photons undergo strong scattering when propagating beyond 1-mm deep inside biological tissue...

Nov 2020 31944951

Interpretable deep learning systems for multi-class segmentation and classification of non-melanoma skin cancer.

We apply for the first-time interpretable deep learning methods simultaneously to the most common sk...

Nov 2020 33260112

The RoScan Thermal 3D Body Scanning System: Medical Applicability and Benefits for Unobtrusive Sensing and Objective Diagnosis.

The RoScan is a novel, high-accuracy multispectral surface scanning system producing colored 3D mode...

(1)

Nov 2020 33233670

A nanoemulsion-based nanogel of essential oil with leishmanicidal activity against and .

Cutaneous leishmaniasis is one of the diseases that severely affects human skin. Nanogels are the we...

(13)

Nov 2020 34295043

Comparison of Prostate MRI Lesion Segmentation Agreement Between Multiple Radiologists and a Fully Automatic Deep Learning System.

PURPOSE: A recently developed deep learning model (U-Net) approximated the clinical performance of ...

(1)

Nov 2020 33212541

Development of a light-weight deep learning model for cloud applications and remote diagnosis of skin cancers.

Skin cancer is among the 10 most common cancers. Recent research revealed the superiority of artific...

Nov 2020 33211346

Using Machine Learning Algorithms to Predict Immunotherapy Response in Patients with Advanced Melanoma.

PURPOSE: Several biomarkers of response to immune checkpoint inhibitors (ICI) show potential but are...

(2)

Nov 2020 33208341

Separability of Acute Cerebral Infarction Lesions in CT Based Radiomics: Toward Artificial Intelligence-Assisted Diagnosis.

This study aims at analyzing the separability of acute cerebral infarction lesions which were invisi...

Nov 2020 33274231

Deep learning based classification of facial dermatological disorders.

Common properties of dermatological diseases are mostly lesions with abnormal pattern and skin color...

(1)

Nov 2020 33221639

Artificial intelligence for melanoma diagnosis.

Convolutional neural networks (CNN) have shown unprecedented accuracy in digital image analysis, whi...

Nov 2020 33179882

Ischemic Lesion Segmentation using Ensemble of Multi-Scale Region Aligned CNN.

The first and foremost step in the diagnosis of ischemic stroke is the delineation of the lesion fro...

(2)

Nov 2020 33223277

Progressive multifocal leukoencephalopathy lesion and brain parenchymal segmentation from MRI using serial deep convolutional neural networks.

Progressive multifocal leukoencephalopathy (PML) is a rare opportunistic brain infection caused by t...

Nov 2020 33395989

Automated stroke lesion segmentation in non-contrast CT scans using dense multi-path contextual generative adversarial network.

Stroke lesion volume is a key radiologic measurement in assessing prognosis of acute ischemic stroke...

Nov 2020 32604080

Deep Learning-Based Spectral Unmixing for Optoacoustic Imaging of Tissue Oxygen Saturation.

Label free imaging of oxygenation distribution in tissues is highly desired in numerous biomedical a...

Oct 2020 32746111

Artificial intelligence-based image classification methods for diagnosis of skin cancer: Challenges and opportunities.

Recently, there has been great interest in developing Artificial Intelligence (AI) enabled computer-...

Oct 2020 33246265

Spatiotemporal identification of druggable binding sites using deep learning.

Identification of novel protein binding sites expands druggable genome and opens new opportunities f...

Oct 2020 33110179

Breast ultrasound lesion classification based on image decomposition and transfer learning.

PURPOSE: In medical image analysis, deep learning has great application potential. Discovering a met...

Oct 2020 33012047

Estimation of Multiple Sclerosis lesion age on magnetic resonance imaging.

We introduce the first-ever statistical framework for estimating the age of Multiple Sclerosis (MS) ...

Oct 2020 33069865

Dermoscopic diagnostic performance of Japanese dermatologists for skin tumors differs by patient origin: A deep learning convolutional neural network closes the gap.

In the dermoscopic diagnosis of skin tumors, it remains unclear whether a deep neural network (DNN) ...

Oct 2020 33063398

A Point-of-Care, Real-Time Artificial Intelligence System to Support Clinician Diagnosis of a Wide Range of Skin Diseases.

Dermatological diagnosis remains challenging for nonspecialists because the morphologies of primary ...

Oct 2020 33065109

Effective Melanoma Recognition Using Deep Convolutional Neural Network with Covariance Discriminant Loss.

Melanoma recognition is challenging due to data imbalance and high intra-class variations and large ...

Oct 2020 33066123

Browse Categories