Matches in SemOpenAlex for { <https://semopenalex.org/work/W3120894151> ?p ?o ?g. }
- W3120894151 abstract "Abstract A decade of unprecedented progress in artificial intelligence (AI) has demonstrated the potential for many fields—including medicine—to benefit from the insights that AI techniques can extract from data. Here we survey recent progress in the development of modern computer vision techniques—powered by deep learning—for medical applications, focusing on medical imaging, medical video, and clinical deployment. We start by briefly summarizing a decade of progress in convolutional neural networks, including the vision tasks they enable, in the context of healthcare. Next, we discuss several example medical imaging applications that stand to benefit—including cardiology, pathology, dermatology, ophthalmology–and propose new avenues for continued work. We then expand into general medical video, highlighting ways in which clinical workflows can integrate computer vision to enhance care. Finally, we discuss the challenges and hurdles required for real-world clinical deployment of these technologies." @default.
- W3120894151 created "2021-01-18" @default.
- W3120894151 creator A5011889606 @default.
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- W3120894151 date "2021-01-08" @default.
- W3120894151 modified "2023-10-16" @default.
- W3120894151 title "Deep learning-enabled medical computer vision" @default.
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