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JoVE Journal Cancer Research
Machine Learning Algoritmer til tidlig påvisning af Bone Metastases i en eksperimentel rotte model
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Machine Learning Algoritmer til tidlig påvisning af Bone Metastases i en eksperimentel rotte model

Article DOI: 10.3791/61235-v • 07:15 min • August 16th, 2020
August 16th, 2020 •
1, 1, 2, 1, 1, 3, 1, 1
1Department of Radiology, University Hospital Erlangen, Friedrich-Alexander Universität Erlangen-Nürnberg, 2Department of Medical Physics in Radiation Oncology, German Cancer Research Center, 3Department of Internal Medicine 3, University Hospital Erlangen, Friedrich-Alexander Universität Erlangen-Nürnberg

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Denne protokol var designet til at træne en machine learning algoritme til at bruge en kombination af billeddannelse parametre stammer fra magnetisk resonans imaging (MR) og positron emission tomografi / computertomografi (PET / CT) i en rotte model af brystkræft knoglemetastaser til at opdage tidlig metastatisk sygdom og forudsige efterfølgende progression til makrometastaser.

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Cancer Research machine learning neurale netværk knoglemetastaser dissemineret tumorceller bryst neoplasmer multiparametrisk billeddannelse
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