Prediction of stroke lesion at 90-Day follow-up by fusing raw DSC-MRI with parametric maps using Deep Learning

Stroke is the second most common cause of death in developed countries. Rapid clinical assessment and intervention have a major impact on preventing infarct growth and consequently on patients' quality of life. Clinical interventions aim to restore perfusion deficits via pharmaceutical or mecha...

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Bibliographic Details
Main Author: Pinto, Adriano (author)
Other Authors: Amorim, Joana (author), Hakim, Arsany (author), Alves, Victor (author), Reyes, Mauricio (author), Silva, Carlos A. (author)
Format: article
Language:eng
Published: 2021
Subjects:
deep learning
DSC-MRI
image prediction
magnetic resonance imaging
Stroke
Lesions
Standards
Feature extraction
Blood
Testing
Science & Technology
Online Access:https://hdl.handle.net/1822/78125
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/78125

Internet

https://hdl.handle.net/1822/78125

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