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Biomedical Engineering Advances2022引用: 254
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation论文
2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)2022引用: 280
Artificial intelligence and machine learning algorithms for early detection of skin cancer in community and primary care settings: a systematic review论文
The Lancet Digital Health2022引用: 250
Detection of Skin Cancer Based on Skin Lesion Images Using Deep Learning论文
Healthcare2022引用: 351
Skin lesion classification of dermoscopic images using machine learning and convolutional neural network论文
Scientific Reports2022引用: 228
Machine Learning and Deep Learning Methods for Skin Lesion Classification and Diagnosis: A Systematic Review论文
Diagnostics2021引用: 261
Multiclass skin cancer classification using EfficientNets – a first step towards preventing skin cancer论文
Neuroscience Informatics2021引用: 322
An enhanced technique of skin cancer classification using deep convolutional neural network with transfer learning models论文
Machine Learning with Applications2021引用: 399
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification论文
IEEE Journal of Biomedical and Health Informatics2021引用: 233
Analysis of the ISIC image datasets: Usage, benchmarks and recommendations论文
Medical Image Analysis2021引用: 264
Artificial intelligence-based image classification methods for diagnosis of skin cancer: Challenges and opportunities论文
Computers in Biology and Medicine2020引用: 415
Man against machine reloaded: performance of a market-approved convolutional neural network in classifying a broad spectrum of skin lesions in comparison with 96 dermatologists working under less artificial conditions论文
Annals of Oncology2020引用: 227
Automated multi-class classification of skin lesions through deep convolutional neural network with dermoscopic images论文
Computerized Medical Imaging and Graphics2020引用: 291
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification论文
Computer Methods and Programs in Biomedicine2020引用: 303
Artificial Intelligence in Dermatology: A Primer论文
Journal of Investigative Dermatology2020引用: 233
Multiple skin lesions diagnostics via integrated deep convolutional networks for segmentation and classification论文
Computer Methods and Programs in Biomedicine2020引用: 360
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification论文
IEEE Transactions on Medical Imaging2020引用: 380
The Development of a Skin Cancer Classification System for Pigmented Skin Lesions Using Deep Learning论文
Biomolecules2020引用: 256
What is AI? Applications of artificial intelligence to dermatology论文
British Journal of Dermatology2020引用: 334
Skin Lesion Segmentation in Dermoscopic Images With Ensemble Deep Learning Methods论文
IEEE Access2019引用: 307
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