Automatic magnetic resonance prostate segmentation by deep learning with holistically nested networks

Author:

Cheng Ruida1,Roth Holger R.2,Lay Nathan2,Lu Le2,Turkbey Baris3,Gandler William1,McCreedy Evan S.1,Pohida Tom4,Pinto Peter A.5,Choyke Peter3,McAuliffe Matthew J.1,Summers Ronald M.2

Affiliation:

1. Imaging Sciences Laboratory, Center of Information Technology, NIH, Bethesda, Maryland

2. Imaging Biomarkers and CAD Laboratory, Clinical Center, NIH, Bethesda, Maryland

3. Molecular Imaging Program, NCI, Bethesda, Maryland

4. Computational Bioscience and Engineering Laboratory, Center of Information Technology, NIH, Bethesda

5. Center of Cancer Research, Urologic Oncology Branch, Bethesda, Maryland

Publisher

SPIE-Intl Soc Optical Eng

Subject

Radiology Nuclear Medicine and imaging

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