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Exocrine system / Glands / Prostate / Sexual anatomy / Medical ultrasound / Segmentation / Transrectal ultrasonography / Prostate biopsy / Medicine / Anatomy / Male reproductive system


Supervised Machine Learning Approach Utilizing Artificial Neural Networks for Automated Prostate Zone Segmentation in Abdominal MR images
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Document Date: 2014-01-10 10:02:48


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File Size: 1,86 MB

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Company

Tools 77 A.1 Hardware / Deep Belief Networks / Pearson / Artifical Neural Networks / A.2 Software / Supervised Machine Learning Approach Utilizing Artificial Neural Networks / /

Country

United States / /

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Facility

Fachhochschule Kärnten/Carinthia University of Applied Sciences The University of Texas / /

IndustryTerm

prostate imaging / basic processing / prostate zone segmentation algorithm / neural network / high-level image processing step / magnetic resonance imaging / machine learning algorithm / automatic algorithm / semi-automatic multi-atlas algorithm / proposed automated segmentation algorithm / neural networks / high level image processing tasks / medical imaging techniques / software programs / fundamental image processing basics / real time prostate zone volume estimation / automated segmentation algorithm / real time prostate zone segmentation / artificial neural networks / medical personal started using imaging devices / proposed prostate zone segmentation utilizing neural networks / /

MedicalCondition

mid-stage prostate cancer / how prostate cancer / Cancer / skin cancer / diseases / infection / frequently diagnosed cancer / prostate cancer / illness / MS / prostate carcinomas / typical prostate cancer / /

Organization

Organisation for Economic Co-operation and Development / Fachhochschule Kärnten/Carinthia University / Work Chapter / American Cancer Society / University of Texas / /

Person

Marvin D. Hoffland / Hans-Peter Wieser / Naveen Garg / /

ProvinceOrState

Texas / /

Technology

neural network / proposed algorithm / magnetic resonance imaging / machine learning algorithm / http / machine learning / semi-automatic multi-atlas algorithm / automatic algorithm / automated segmentation algorithm / Image Processing / proposed automated segmentation algorithm / MRI / prostate zone segmentation algorithm / medical imaging / /

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http /

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