Machine learning vs. conventional statistical models for predicting heart failure readmission and mortality
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DOI: 10.1002/ehf2.13073
Abstract: This study aimed to review the performance of machine learning (ML) methods compared with conventional statistical models (CSMs) for predicting readmission and mortality in patients with heart failure (HF) and to present an approach to… read more here.
Keywords: machine learning; heart; conventional statistical; heart failure ... See more keywords
Unveiling nuances in data analysis to illuminate marine pilot strain
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2024.1417215
Abstract: Maritime studies, encompassing a range of disciplines, increasingly rely on advanced data analytics, particularly in the context of navigation. As technology advances, the statistical averaging of large datasets has become a critical component of these… read more here.
Keywords: navigation; maritime; analysis; unveiling nuances ... See more keywords
Comparison of Conventional Statistical Methods with Machine Learning in Medicine: Diagnosis, Drug Development, and Treatment
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DOI: 10.3390/medicina56090455
Abstract: Futurists have anticipated that novel autonomous technologies, embedded with machine learning (ML), will substantially influence healthcare. ML is focused on making predictions as accurate as possible, while traditional statistical models are aimed at inferring relationships… read more here.
Keywords: medicine; drug development; machine learning; statistical methods ... See more keywords