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Federated learning for medical image analysis: A survey
Abstract Machine learning in medical imaging often faces a fundamental dilemma, namely,
the small sample size problem. Many recent studies suggest using multi-domain data …
the small sample size problem. Many recent studies suggest using multi-domain data …
[HTML][HTML] Artificial intelligence in healthcare: transforming the practice of medicine
Artificial intelligence (AI) is a powerful and disruptive area of computer science, with the
potential to fundamentally transform the practice of medicine and the delivery of healthcare …
potential to fundamentally transform the practice of medicine and the delivery of healthcare …
Transfer learning techniques for medical image analysis: A review
Medical imaging is a useful tool for disease detection and diagnostic imaging technology
has enabled early diagnosis of medical conditions. Manual image analysis methods are …
has enabled early diagnosis of medical conditions. Manual image analysis methods are …
Simpleclick: Interactive image segmentation with simple vision transformers
Click-based interactive image segmentation aims at extracting objects with a limited user
clicking. A hierarchical backbone is the de-facto architecture for current methods. Recently …
clicking. A hierarchical backbone is the de-facto architecture for current methods. Recently …
Unsupervised neural network models of the ventral visual stream
Deep neural networks currently provide the best quantitative models of the response
patterns of neurons throughout the primate ventral visual stream. However, such networks …
patterns of neurons throughout the primate ventral visual stream. However, such networks …