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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