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Abstract #1624

Automatic detection of prostate cancer lesion using various deep neural network in multi-parametric MRI combined including quantified parameters.

Jinseong Jang1, Jeong Kon Kim2, Subeom Park1, Won Tae Kim1, Shin Uk Kang1, Myung Jae Lee1, and Dongmin Kim1

1AI R&D Center, JLK Inspection, Seoul, Korea, Republic of, 2Department of Radiology, Asan Medical Center, Seoul, Korea, Republic of

we used qualitative and quantitative parametric MRI in various deep convolutional neural networks for fully-automatic detection of prostate cancer. region. various deep neural networks were compared with pathology map-based ground truth. The 3D convolutional neural networks achieved the highest performance in our experiments.

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