Search Results for author: Hyunkwang Lee

Found 3 papers, 1 papers with code

Towards generative adversarial networks as a new paradigm for radiology education

no code implementations4 Dec 2018 Samuel G. Finlayson, Hyunkwang Lee, Isaac S. Kohane, Luke Oakden-Rayner

Medical students and radiology trainees typically view thousands of images in order to "train their eye" to detect the subtle visual patterns necessary for diagnosis.

Generative Adversarial Network

Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction

no code implementations3 Dec 2018 Hyunkwang Lee, Chao Huang, Sehyo Yune, Shahein H. Tajmir, Myeongchan Kim, Synho Do

Recent advancements in deep learning for automated image processing and classification have accelerated many new applications for medical image analysis.

BIG-bench Machine Learning Computed Tomography (CT) +2

Practical Window Setting Optimization for Medical Image Deep Learning

3 code implementations3 Dec 2018 Hyunkwang Lee, Myeongchan Kim, Synho Do

The recent advancements in deep learning have allowed for numerous applications in computed tomography (CT), with potential to improve diagnostic accuracy, speed of interpretation, and clinical efficiency.

Computed Tomography (CT)

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