Zobrazeno 1 - 10
of 55
pro vyhledávání: '"Medical prediction"'
Autor:
Jim M. Smit, Jesse H. Krijthe, Andrei N. Tintu, Henrik Endeman, Jeroen Ludikhuize, Michel E. van Genderen, Shermarke Hassan, Rachida El Moussaoui, Peter E. Westerweel, Robbert J. Goekoop, Geeke Waverijn, Tim Verheijen, Jan G. den Hollander, Mark G. J. de Boer, Diederik A. M. P. J. Gommers, Robin van der Vlies, Mark Schellings, Regina A. Carels, Cees van Nieuwkoop, Sesmu M. Arbous, Jasper van Bommel, Rachel Knevel, Yolanda B. de Rijke, Marcel J. T. Reinders
Publikováno v:
Intensive Care Medicine Experimental, Vol 10, Iss 1, Pp 1-18 (2022)
Abstract Background Timely identification of deteriorating COVID-19 patients is needed to guide changes in clinical management and admission to intensive care units (ICUs). There is significant concern that widely used Early warning scores (EWSs) und
Externí odkaz:
https://doaj.org/article/adac0ffa1c414d52b8915466386d496a
Publikováno v:
Frontiers in Neuroscience, Vol 17 (2023)
Missing data is a naturally common problem faced in medical research. Imputation is a widely used technique to alleviate this problem. Unfortunately, the inherent uncertainty of imputation would make the model overfit the observed data distribution,
Externí odkaz:
https://doaj.org/article/55aaf59e0e1a4eb39309d43c9688dfbc
Autor:
Maxim Abramov, Ekaterina Tsukanova, Alexander Tulupyev, Anastasia Korepanova, Sergei Aleksanin
Publikováno v:
Информатика и автоматизация, Vol 21, Iss 2, Pp 311-338 (2022)
A sharp deterioration of the patient’s condition against the backdrop of the development of life-threatening arrhythmias with symptoms of acute heart failure (AHF), multiple organ dysfunction syndrome (MODS) or cerebral edema (CE) can lead to the d
Externí odkaz:
https://doaj.org/article/c8d9099da37743ffbf0db82f97f4d4d1
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 21, Iss 1, Pp 1-12 (2021)
Abstract Background Disease prediction based on electronic health records (EHRs) is essential for personalized healthcare. But it’s hard due to the special data structure and the interpretability requirement of methods. The structure of EHR is hier
Externí odkaz:
https://doaj.org/article/05dcb3c64a9b4748815c61cc95dcf91c
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Background: Timely identification of deteriorating COVID-19 patients is needed to guide changes in clinical management and admission to intensive care units (ICUs). There is significant concern that widely used Early warning scores (EWSs) underestima
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______202::44117ff80c8e040b5031f41ec519c6fd
Publikováno v:
International Journal of Machine Learning and Cybernetics
Electronic health records (EHRs) have been widely used to help physicians to make decisions by predicting medical events such as diseases, prescriptions, outcomes, and so on. How to represent patient longitudinal medical data is the key to making the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::66021141d3870bd5f683ab269bb0cdae
http://europepmc.org/articles/PMC7308113
http://europepmc.org/articles/PMC7308113
Publikováno v:
Artificial Intelligence Applications and Innovations
Early diagnosis of some life-threatening diseases such as cancers and heart is crucial for effective treatments. Supervised machine learning has proved to be a very useful tool to serve this purpose. Historical data of patients including clinical and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmc_________::afd54dcb96e07ecdadb2e93c8460c9c1
http://europepmc.org/articles/PMC7256568
http://europepmc.org/articles/PMC7256568
Autor:
Simon B. Eickhoff, Bert Heinrichs
Publikováno v:
Human brain mapping 41(6), 1435-1444 (2020). doi:10.1002/hbm.24886
Human Brain Mapping
Human Brain Mapping
Computer systems for medical diagnosis based on machine learning are not mere science fiction. Despite undisputed potential benefits, such systems may also raise problems. Two (interconnected) issues are particularly significant from an ethical point
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::eaa3e64a69899e6f6ac74816a76f6d1e
https://doi.org/10.1002/hbm.24886
https://doi.org/10.1002/hbm.24886
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.