Artificial intelligence for skin cancer detection and classification for clinical environment: a systematic review
Background Skin cancer is one of the most common forms worldwide, with a significant
increase in incidence over the last few decades. Early and accurate detection of this type of …
increase in incidence over the last few decades. Early and accurate detection of this type of …
Artificial Intelligence for Non-Melanoma Skin Cancer
MH Trager, ER Gordon, A Breneman, C Weng… - Clinics in …, 2024 - Elsevier
Non-melanoma skin cancers (NMSC) cancers are among the top five most common cancers
globally. NMSC is an area with great potential for novel application of diagnostic tools …
globally. NMSC is an area with great potential for novel application of diagnostic tools …
Real-world post-deployment performance of a novel machine learning-based digital health technology for skin lesion assessment and suggestions for post-market …
L Thomas, C Hyde, D Mullarkey, J Greenhalgh… - Frontiers in …, 2023 - frontiersin.org
Introduction Deep Ensemble for Recognition of Malignancy (DERM) is an artificial
intelligence as a medical device (AIaMD) tool for skin lesion assessment. Methods We report …
intelligence as a medical device (AIaMD) tool for skin lesion assessment. Methods We report …
Accuracy of an artificial intelligence as a medical device as part of a UK-based skin cancer teledermatology service
H Marsden, P Kemos, M Venzi, M Noy… - Frontiers in …, 2024 - frontiersin.org
Introduction An artificial intelligence as a medical device (AIaMD), built on convolutional
neural networks, has demonstrated high sensitivity for melanoma. To be of clinical value, it …
neural networks, has demonstrated high sensitivity for melanoma. To be of clinical value, it …
Appraisal of AI‐generated dermatology literature reviews
L Passby, V Madhwapathi, S Tso… - Journal of the …, 2024 - Wiley Online Library
Background Artificial intelligence (AI) tools have the potential to revolutionize many facets of
medicine and medical sciences research. Numerous AI tools have been developed and are …
medicine and medical sciences research. Numerous AI tools have been developed and are …
Performance of Commercial Dermatoscopic Systems That Incorporate Artificial Intelligence for the Identification of Melanoma in General Practice: A Systematic Review
I Miller, N Rosic, M Stapelberg, J Hudson, P Coxon… - Cancers, 2024 - mdpi.com
Simple Summary Early detection of malignant melanoma (MM) has the potential to
significantly reduce morbidity and mortality as the thickness of the lesion is closely …
significantly reduce morbidity and mortality as the thickness of the lesion is closely …
AI in Dermatology: A Systematic Review on Skin Cancer Detection
S Andromeda, NLB Dwijaksara - TIERS Information …, 2024 - journal.undiknas.ac.id
Skin cancer is the most common type of cancer worldwide and poses a significant public
health challenge. Its visible nature often leads individuals to seek medical attention …
health challenge. Its visible nature often leads individuals to seek medical attention …
Multimodal Approaches to Fair Image Classification: An Ethical Perspective
J Hickmon - arXiv preprint arXiv:2412.12165, 2024 - arxiv.org
In the rapidly advancing field of artificial intelligence, machine perception is becoming
paramount to achieving increased performance. Image classification systems are becoming …
paramount to achieving increased performance. Image classification systems are becoming …
OPEN ACCESS EDITED BY
M Giavina-Bianchi, F Veronese… - … Lesions: Where do …, 2024 - books.google.com
Recent advancements in artificial intelligence (AI) have fueled an interest in the utility of AI
models in medicine (1). These models range from computer vision models that can interpret …
models in medicine (1). These models range from computer vision models that can interpret …
A service evaluation of the acceptability of DERM to patients and staff at three Community Diagnostic Hubs: study protocol for interviews
Background More rapid and efficient diagnosis of suspected skin cancers has been a target
for improvement in the NHS for several years. DERM (Deep Ensemble for the Recognition of …
for improvement in the NHS for several years. DERM (Deep Ensemble for the Recognition of …