A Comprehensive Analysis of Deep Neural-Based Cerebral Microbleeds Detection System

A Comprehensive Analysis of Deep Neural-Based Cerebral Microbleeds Detection System

Machine learning-based systems are gaining interest in the field of medicine, mostly in medical imaging and diagnosis. In this paper, we address the problem of automatic cerebral microbleeds (CMB) detection in magnetic resonance images. It is challenging due to difficulty in distinguishing a true CM...

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Bibliographic Details
Main Authors: Maria Anna Ferlin, Michał Grochowski, Arkadiusz Kwasigroch, Agnieszka Mikołajczyk, Edyta Szurowska, Małgorzata Grzywińska, Agnieszka Sabisz
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Electronics
Subjects:
machine learning
deep neural networks
cerebral microbleeds
CMB detection
MR images
Online Access:https://www.mdpi.com/2079-9292/10/18/2208

Internet

https://www.mdpi.com/2079-9292/10/18/2208

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