Contrast-Enhanced Black Blood MRI Sequence Is Superior to Conventional T1 Sequence in Automated Detection of Brain Metastases by Convolutional Neural Networks

Contrast-Enhanced Black Blood MRI Sequence Is Superior to Conventional T1 Sequence in Automated Detection of Brain Metastases by Convolutional Neural Networks

Background: in magnetic resonance imaging (MRI), automated detection of brain metastases with convolutional neural networks (CNN) represents an extraordinary challenge due to small lesions sometimes posing as brain vessels as well as other confounders. Literature reporting high false positive rates...

Полное описание

Библиографические подробности
Главные авторы: Jonathan Kottlors, Simon Geissen, Hannah Jendreizik, Nils Große Hokamp, Philipp Fervers, Lenhard Pennig, Kai Laukamp, Christoph Kabbasch, David Maintz, Marc Schlamann, Jan Borggrefe
Формат: Статья
Язык:English
Опубликовано: MDPI AG 2021-06-01
Серии:Diagnostics
Предметы:
magnetic resonance imaging
convolutional neural networks
automated detection of brain metastases
Online-ссылка:https://www.mdpi.com/2075-4418/11/6/1016

Internet

https://www.mdpi.com/2075-4418/11/6/1016

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