Waiting
Login processing...

Trial ends in Request Full Access Tell Your Colleague About Jove
Journal / Cancer Research / Machine Learning Algorithms for Early Detection…
JoVE Journal
Cancer Research

A subscription to JoVE is required to view this content. Sign in or start your free trial.

JoVE Journal Cancer Research
Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat Model
 

Machine Learning Algorithms for Early Detection of Bone Metastases in an Experimental Rat 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

Chapters

Summary
Automatic Translation

This protocol was designed to train a machine learning algorithm to use a combination of imaging parameters derived from magnetic resonance imaging (MRI) and positron emission tomography/computed tomography (PET/CT) in a rat model of breast cancer bone metastases to detect early metastatic disease and predict subsequent progression to macrometastases.

Tags

Keywords: Machine Learning Bone Metastases Early Detection Experimental Rat Model Imaging Parameters Multimodal Imaging Multiparametric Imaging Dynamic Contrast-enhanced MRI PET/CT Region Of Interest Standardized Uptake Value Tumor Growth Rate
Read Article

Get cutting-edge science videos from JoVE sent straight to your inbox every month.

Waiting X
Simple Hit Counter