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A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative Review

<b>Background and Motivation:</b> Cardiovascular disease (CVD) causes the highest mortality globally. With escalating healthcare costs, early non-invasive CVD risk assessment is vital. Conventional methods have shown poor performance compared to more recent and fast-evolving Artificial Intelligence...

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Wedi'i Gadw mewn:
Prif Awduron: Jasjit S. Suri, Mrinalini Bhagawati, Sudip Paul, Athanasios D. Protogerou, Petros P. Sfikakis, George D. Kitas, Narendra N. Khanna, Zoltan Ruzsa, Aditya M. Sharma, Sanjay Saxena, Gavino Faa, John R. Laird, Amer M. Johri, Manudeep K. Kalra, Kosmas I. Paraskevas, Luca Saba
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2022-03-01
Cyfres:Diagnostics
Pynciau:
CVD
multiclass
multi-label
ensemble
cloud
COVID
Mynediad Ar-lein:https://www.mdpi.com/2075-4418/12/3/722
Tagiau: Ychwanegu Tag
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