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Conference Paper
Medical artificial intelligence framework for the development of medical imaging artificial intelligence devices
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- Authors
- Bumhwi Kim, Eunryung Lee
- Issue Date
- 2022-10
- Citation
- International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2210-2212
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- This paper deals with the description of a framework that assists medical device imaging developers to develop medical imaging AI software more easily than using existing deep learning libraries to create medical imaging AI software. The framework proposed in this paper includes TensorFlow and PyTorch deep learning libraries, as well as image preprocessing libraries, and systematized them so that beginners to experts can handle them.
- KSP Keywords
- Medical Imaging, artificial intelligence, deep learning(DL), image preprocessing, medical devices