Segmentation of prostate and prostate zones using deep learning

Olmo Zavala‐Romero; Adrian Breto; Isaac Xu; Yu-Cherng Chang; Nicole Gautney; Alan Dal Pra; Matthew C. Abramowitz; Alan Pollack; Radka Stoyanova

doi:10.1007/s00066-020-01607-x

JOURNAL ARTICLE

Segmentation of prostate and prostate zones using deep learning

Olmo Zavala‐Romero Adrian Breto Isaac Xu Yu-Cherng Chang Nicole Gautney Alan Dal Pra Matthew C. Abramowitz Alan Pollack Radka Stoyanova

Year: 2020 Journal: Strahlentherapie und Onkologie Vol: 196 (10)Pages: 932-942 Publisher: Springer Science+Business Media

DOI: 10.1007/s00066-020-01607-x

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Keywords:

Siemens Segmentation Artificial intelligence Prostate Medicine Standard deviation Deep learning Pattern recognition (psychology) Artificial neural network Nuclear medicine Computer science Convolutional neural network Sørensen–Dice coefficient Image segmentation Mathematics Statistics

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Topics

Advanced Neural Network Applications

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Medical Image Segmentation Techniques

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Medical Imaging and Analysis

Physical Sciences → Engineering → Biomedical Engineering

Segmentation of prostate and prostate zones using deep learning

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Citation History

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