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An Overview and Case Study of the Clinical AI Model Development Life Cycle for Healthcare Systems
Healthcare is one of the most promising areas for machine learning model...
03/02/2020 ∙ by Charles Lu, et al. ∙
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Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports
Although machine learning has become a powerful tool to augment doctors ...
10/29/2019 ∙ by Neil Deshmukh, et al. ∙
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Fully-Automated Analysis of Body Composition from CT in Cancer Patients Using Convolutional Neural Networks
The amounts of muscle and fat in a person's body, known as body composit...
08/11/2018 ∙ by Christopher P. Bridge, et al. ∙
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Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks
Data diversity is critical to success when training deep learning models...
07/26/2018 ∙ by Hoo-chang Shin, et al. ∙
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