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A systematic review and meta-analysis of artificial intelligence versus clinicians for skin cancer diagnosis
MP Salinas, J Sepúlveda, L Hidalgo, D Peirano… - NPJ Digital …, 2024 - nature.com
Scientific research of artificial intelligence (AI) in dermatology has increased exponentially.
The objective of this study was to perform a systematic review and meta-analysis to evaluate …
The objective of this study was to perform a systematic review and meta-analysis to evaluate …
[HTML][HTML] Analysis of artificial intelligence-based approaches applied to non-invasive imaging for early detection of melanoma: a systematic review
RH Patel, EA Foltz, A Witkowski, J Ludzik - Cancers, 2023 - mdpi.com
Simple Summary Melanoma is the most dangerous type of skin cancer worldwide. Early
detection of melanoma is crucial for better outcomes, but this often can be challenging. This …
detection of melanoma is crucial for better outcomes, but this often can be challenging. This …
[HTML][HTML] Automatic classification of melanoma skin cancer with deep convolutional neural networks
K Aljohani, T Turki - Ai, 2022 - mdpi.com
Melanoma skin cancer is one of the most dangerous types of skin cancer, which, if not
diagnosed early, may lead to death. Therefore, an accurate diagnosis is needed to detect …
diagnosed early, may lead to death. Therefore, an accurate diagnosis is needed to detect …
[HTML][HTML] The impact of artificial intelligence on health equity in oncology: sco** review
Background The field of oncology is at the forefront of advances in artificial intelligence (AI)
in health care, providing an opportunity to examine the early integration of these …
in health care, providing an opportunity to examine the early integration of these …
Skin lesion recognition via global-local attention and dual-branch input network
L Tan, H Wu, J **a, Y Liang, J Zhu - Engineering Applications of Artificial …, 2024 - Elsevier
Owing to the deficiency of training data, the variety of skin lesion shapes for different
patients, inter-class similarity, and intra-class variation, the recognition accuracy and speed …
patients, inter-class similarity, and intra-class variation, the recognition accuracy and speed …
Early melanoma diagnosis with sequential dermoscopic images
Dermatologists often diagnose or rule out early melanoma by evaluating the follow-up
dermoscopic images of skin lesions. However, existing algorithms for early melanoma …
dermoscopic images of skin lesions. However, existing algorithms for early melanoma …
Recent advances in melanoma diagnosis and prognosis using machine learning methods
S Grossarth, D Mosley, C Madden, J Ike, I Smith… - Current oncology …, 2023 - Springer
Abstract Purpose of Review The purpose was to summarize the current role and state of
artificial intelligence and machine learning in the diagnosis and management of melanoma …
artificial intelligence and machine learning in the diagnosis and management of melanoma …
A narrative review: opportunities and challenges in artificial intelligence skin image analyses using total body photography
Artificial intelligence (AI) algorithms for skin lesion classification have reported accuracy at
par with and even outperformance of expert dermatologists in experimental settings …
par with and even outperformance of expert dermatologists in experimental settings …
The role of artificial intelligence and convolutional neural networks in the management of melanoma: A clinical, pathological, and radiological perspective
Clinical dermatoscopy and pathological slide assessment are essential in the diagnosis and
management of patients with cutaneous melanoma. For those presenting with stage IIC …
management of patients with cutaneous melanoma. For those presenting with stage IIC …
Recent advances in diagnosis of skin lesions using dermoscopic images based on deep learning
Skin cancer is one of the most threatening cancers, which spreads to the other parts of the
body if not caught and treated early. During the last few years, the integration of deep …
body if not caught and treated early. During the last few years, the integration of deep …