AIMC Topic: Skin Diseases

Clear Filters Showing 81 to 90 of 186 articles

Efficacy of a Deep Learning Convolutional Neural Network System for Melanoma Diagnosis in a Hospital Population.

International journal of environmental research and public health Mar 24, 2022
(1) Background: The purpose of this study was to evaluate the efficacy in terms of sensitivity, specificity, and accuracy of the quantusSKIN system, a new clinical tool based on deep learning, to distinguish between benign skin lesions and melanoma i...
Skin Diseases Nevus Skin Neoplasms Dermoscopy Hospitals Deep Learning Retrospective Studies Melanoma Humans Neural Networks, Computer
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Melanoma segmentation using deep learning with test-time augmentations and conditional random fields.

Scientific reports Mar 10, 2022
In a computer-aided diagnostic (CAD) system for skin lesion segmentation, variations in shape and size of the skin lesion makes the segmentation task more challenging. Lesion segmentation is an initial step in CAD schemes as it leads to low error rat...
Humans Neural Networks, Computer Dermoscopy Melanoma Skin Neoplasms Deep Learning Skin Diseases
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Assessment of Skin Toxicity in an in Vitro Reconstituted Human Epidermis Model Using Deep Learning.

The American journal of pathology Jan 19, 2022
Skin toxicity is a common safety concern associated with drugs that inhibit epidermal growth factor receptors as well as other targets involved in epidermal growth and differentiation. Recently, the use of a three-dimensional reconstructed human epid...
Humans Algorithms Skin Skin Diseases Epidermis Deep Learning Image Processing, Computer-Assisted
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Hyper-fusion network for semi-automatic segmentation of skin lesions.

Medical image analysis Dec 11, 2021
Segmentation of skin lesions is an important step for imaging-based clinical decision support systems. Automatic skin lesion segmentation methods based on fully convolutional networks (FCNs) are regarded as the state-of-the-art for accuracy. When the...
Image Processing, Computer-Assisted Skin Diseases Humans Neural Networks, Computer Algorithms
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Characterizing dermatology mobile applications that use artificial intelligence.

Dermatology online journal Sep 15, 2021
Cell Phone Skin Diseases Dermatology Artificial Intelligence Mobile Applications Humans
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Classification of large-scale image database of various skin diseases using deep learning.

International journal of computer assisted radiology and surgery Jul 26, 2021
PURPOSE: The purpose of this study was to develop a deep learning-based computer-aided diagnosis system for skin disease classification using photographic images of patients. The targets are 59 skin diseases, including localized and diffuse diseases ...
Reproducibility of Results Deep Learning Skin Diseases Humans Photography Skin Neoplasms
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Prediction of skin disease using a new cytological taxonomy based on cytology and pathology with deep residual learning method.

Scientific reports Jul 2, 2021
With the development of artificial intelligence, technique improvement of the classification of skin disease is addressed. However, few study concerned on the current classification system of International Classification of Diseases, Tenth Revision (...
Deep Learning Skin Skin Diseases Cytodiagnosis Artificial Intelligence Humans Disease Progression Neural Networks, Computer
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Diving beetle-like miniaturized plungers with reversible, rapid biofluid capturing for machine learning-based care of skin disease.

Science advances Jun 16, 2021
Recent advances in bioinspired nano/microstructures have received attention as promising approaches with which to implement smart skin-interfacial devices for personalized health care. In situ skin diagnosis requires adaptable skin adherence and rapi...
Male Coleoptera Skin Diseases Adhesiveness Machine Learning Hydrogels Animals
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Accuracy of a convolutional neural network for dermatological diagnosis of tumours and skin lesions in a clinical setting.

Clinical and experimental dermatology May 11, 2021
Diagnosis, Differential Skin Diseases Humans Neural Networks, Computer Skin Neoplasms Software Diagnosis, Computer-Assisted
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Diagnosis of skin diseases in the era of deep learning and mobile technology.

Computers in biology and medicine May 4, 2021
Efficient methods developed with deep learning in the last ten years have provided objectivity and high accuracy in the diagnosis of skin diseases. They also support accurate, cost-effective and timely treatment. In addition, they provide diagnoses w...
Cell Phone Deep Learning Humans Skin Diseases Technology
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