AIMC Topic: Skin Diseases

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Widening the scope of artificial intelligence applications in dermatology.

Clinical and experimental dermatology Jun 25, 2024
Artificial Intelligence Skin Diseases Humans Dermatology
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Evaluation of dermatological conditions: the diagnostic potential of artificial intelligence in primary care.

Clinical and experimental dermatology Jun 25, 2024
Skin Diseases Dermatology Artificial Intelligence Primary Health Care Humans
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Classifying real-world macroscopic images in the primary-secondary care interface using transfer learning: implications for development of artificial intelligence solutions using nondermoscopic images.

Clinical and experimental dermatology Jun 25, 2024
BACKGROUND: The application of deep learning (DL) to diagnostic dermatology has been the subject of numerous studies, with some reporting skin lesion classification performance on curated datasets comparable to that of experienced dermatologists. Mos...
Dermatology State Medicine Primary Health Care Skin Diseases Secondary Care Humans Artificial Intelligence Dermoscopy Deep Learning Algorithms
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ChatGPT versus clinician: challenging the diagnostic capabilities of artificial intelligence in dermatology.

Clinical and experimental dermatology Jun 25, 2024
BACKGROUND: ChatGPT is an online language-based platform designed to answer questions in a human-like way, using deep learning -technology.
Artificial Intelligence Female Adult Humans Dermatologists Skin Diseases Deep Learning Dermatology Diagnosis, Differential Male Middle Aged
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Advancing dermatology: artificial intelligence-based solutions to reducing the risk of misdiagnosis.

Clinical and experimental dermatology Jun 25, 2024
Dermatology Diagnostic Errors Skin Diseases Humans Artificial Intelligence
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Current State of Dermatology Mobile Applications With Artificial Intelligence Features.

JAMA dermatology Jun 1, 2024
IMPORTANCE: With advancements in mobile technology and artificial intelligence (AI) methods, there has been a substantial surge in the availability of direct-to-consumer mobile applications (apps) claiming to aid in the assessment and management of d...
Cross-Sectional Studies Mobile Applications Dermatology Skin Diseases Artificial Intelligence Algorithms Humans
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Ethical considerations for artificial intelligence in dermatology: a scoping review.

The British journal of dermatology May 17, 2024
The field of dermatology is experiencing the rapid deployment of artificial intelligence (AI), from mobile applications (apps) for skin cancer detection to large language models like ChatGPT that can answer generalist or specialist questions about sk...
Dermatology Computer Security Skin Diseases Confidentiality Telemedicine Informed Consent Diagnostic Errors Artificial Intelligence Humans Mobile Applications
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Leveraging deep neural networks to uncover unprecedented levels of precision in the diagnosis of hair and scalp disorders.

Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) Apr 1, 2024
BACKGROUND: Hair and scalp disorders present a significant challenge in dermatology due to their clinical diversity and overlapping symptoms, often leading to misdiagnoses. Traditional diagnostic methods rely heavily on clinical expertise and are lim...
Skin Diseases Humans Hair Neural Networks, Computer Scalp Artificial Intelligence
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Robust Visual Identification of Under-resourced Dermatological Diagnoses with Classifier-Steered Background Masking.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 1, 2024
Collecting images of rare dermatological diseases for machine learning detection applications is a costly, laborious task. It is difficult to collect enough images of these diagnoses to avoid the risk of low accuracy "in the wild". One of the sources...
Humans Algorithms Skin Diseases Image Interpretation, Computer-Assisted Neural Networks, Computer Machine Learning
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Segmentation and classification of skin lesions using hybrid deep learning method in the Internet of Medical Things.

Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging (ISSI) Nov 1, 2023
INTRODUCTION: Particularly within the Internet of Medical Things (IoMT) context, skin lesion analysis is critical for precise diagnosis. To improve the accuracy and efficiency of skin lesion analysis, CAD systems play a crucial role. To segment and c...
Deep Learning Skin Neoplasms Skin Diseases Internet Dermoscopy Humans Melanoma
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