Výsledky vyhledávání - "Omer Katzburg"

Akademický článek

The Impact of Information Relevancy and Interactivity on Intensivists’ Trust in a Machine Learning–Based Bacteremia Prediction System: Simulation Study

Autor: Omer Katzburg, Michael Roimi, Amit Frenkel, Roy Ilan, Yuval Bitan

Publikováno v: JMIR Human Factors, Vol 11, Pp e56924-e56924 (2024)

Abstract BackgroundThe exponential growth in computing power and the increasing digitization of information have substantially advanced the machine learning (ML) research field. However, ML algorithms are often considered “black boxes,” and this

Externí odkaz: https://doaj.org/article/6fc3a6bdc1214d0fa8bfd0395ab85114

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Increasing Intensivists’ Trust in a machine learning-Based Bacteremia Diagnosis System Through User-Interface Design: The Impact of Information Relevancy and Interactivity (Preprint)

Autor: Omer Katzburg, Michael Roimi, Amit Frenkel, Roy Ilan, Yuval Bitan

BACKGROUND The exponential growth in computing power and increasing digitization of information have advanced the machine learning (ML) research field substantially. However, ML algorithms are often considered “black boxes”, and this fosters dist

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5ad87eaabfc68ffe54f3b071458b17de
https://doi.org/10.2196/preprints.36186

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