Machine learning in action: stroke diagnosis and outcome prediction
The application of machine learning has rapidly evolved in medicine over the past decade.
In stroke, commercially available machine learning algorithms have already been …
In stroke, commercially available machine learning algorithms have already been …
Machine learning applications in stroke medicine: Advancements, challenges, and future prospectives
M Daidone, S Ferrantelli… - Neural Regeneration …, 2024 - journals.lww.com
Stroke is a leading cause of disability and mortality worldwide, necessitating the
development of advanced technologies to improve its diagnosis, treatment, and patient …
development of advanced technologies to improve its diagnosis, treatment, and patient …
Machine learning in acute ischemic stroke neuroimaging
Machine Learning (ML) through pattern recognition algorithms is currently becoming an
essential aid for the diagnosis, treatment, and prediction of complications and patient …
essential aid for the diagnosis, treatment, and prediction of complications and patient …
Artificial intelligence in stroke imaging: current and future perspectives
VS Yedavalli, E Tong, D Martin, KW Yeom, ND Forkert - Clinical imaging, 2021 - Elsevier
Artificial intelligence (AI) is a fast-growing research area in computer science that aims to
mimic cognitive processes through a number of techniques. Supervised machine learning, a …
mimic cognitive processes through a number of techniques. Supervised machine learning, a …
Precision medicine in stroke: towards personalized outcome predictions using artificial intelligence
AK Bonkhoff, C Grefkes - Brain, 2022 - academic.oup.com
Stroke ranks among the leading causes for morbidity and mortality worldwide. New and
continuously improving treatment options such as thrombolysis and thrombectomy have …
continuously improving treatment options such as thrombolysis and thrombectomy have …
Machine learning–based model for prediction of outcomes in acute stroke
Background and Purpose—The prediction of long-term outcomes in ischemic stroke patients
may be useful in treatment decisions. Machine learning techniques are being increasingly …
may be useful in treatment decisions. Machine learning techniques are being increasingly …
Machine learning for brain stroke: a review
Abstract Machine Learning (ML) delivers an accurate and quick prediction outcome and it
has become a powerful tool in health settings, offering personalized clinical care for stroke …
has become a powerful tool in health settings, offering personalized clinical care for stroke …
Deep learning in ischemic stroke imaging analysis: a comprehensive review
L Cui, Z Fan, Y Yang, R Liu, D Wang… - BioMed Research …, 2022 - Wiley Online Library
Ischemic stroke is a cerebrovascular disease with a high morbidity and mortality rate, which
poses a serious challenge to human health and life. Meanwhile, the management of …
poses a serious challenge to human health and life. Meanwhile, the management of …
Evaluation of machine learning methods to stroke outcome prediction using a nationwide disease registry
Introduction Being able to predict functional outcomes after a stroke is highly desirable for
clinicians. This allows clinicians to set reasonable goals with patients and relatives, and to …
clinicians. This allows clinicians to set reasonable goals with patients and relatives, and to …
Artificial intelligence and acute stroke imaging
JE Soun, DS Chow, M Nagamine… - American Journal …, 2021 - Am Soc Neuroradiology
Artificial intelligence technology is a rapidly expanding field with many applications in acute
stroke imaging, including ischemic and hemorrhage subtypes. Early identification of acute …
stroke imaging, including ischemic and hemorrhage subtypes. Early identification of acute …
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