Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Martin Graessner"'
Susceptibility of AutoML mortality prediction algorithms to model drift caused by the COVID pandemic
Autor:
Simone Maria Kagerbauer, Bernhard Ulm, Armin Horst Podtschaske, Dimislav Ivanov Andonov, Manfred Blobner, Bettina Jungwirth, Martin Graessner
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-13 (2024)
Abstract Background Concept drift and covariate shift lead to a degradation of machine learning (ML) models. The objective of our study was to characterize sudden data drift as caused by the COVID pandemic. Furthermore, we investigated the suitabilit
Externí odkaz:
https://doaj.org/article/16ae1d3d54554127a72434bd2eadb0bb
Autor:
Simone Maria Kagerbauer, Bernhard Ulm, Armin Horst Podtschaske, Dimislav Ivanov Andonov, Manfred Blobner, Bettina Jungwirth, Martin Graessner
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-2 (2024)
Externí odkaz:
https://doaj.org/article/1577861003454f2d9909191a7ae2a94e
Autor:
Martin Graeßner, Bettina Jungwirth, Elke Frank, Stefan Josef Schaller, Eberhard Kochs, Kurt Ulm, Manfred Blobner, Bernhard Ulm, Armin Horst Podtschaske, Simone Maria Kagerbauer
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-11 (2023)
Abstract Preoperative risk assessment is essential for shared decision-making and adequate perioperative care. Common scores provide limited predictive quality and lack personalized information. The aim of this study was to create an interpretable ma
Externí odkaz:
https://doaj.org/article/0ce0e48a06214799bb408195d6235c75
Autor:
Aida Anetsberger, Bettina Jungwirth, Manfred Blobner, Florian Ringel, Isabell Bernlochner, Markus Heim, Ralph Bogdanski, Maria Wostrack, Gerhard Schneider, Bernhard Meyer, Martin Graeßner, Lea Baumgart, Jens Gempt
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-7 (2021)
Abstract TroponinT levels are frequently elevated after subarachnoid hemorrhage (SAH). However, their clinical impact on long term outcomes still remains unclear. This study evaluates the association of TroponinT and functional outcomes 3 months afte
Externí odkaz:
https://doaj.org/article/71c37d324d2644e58d4ec3069c4ea027
Autor:
Michael Blauth, Christian Knop, Hartmut Herrmann, Marty Zdichavsky, Leonard Bastian, Christian Krettek, Martin Graessner
Publikováno v:
European Journal of Trauma. 30:234-240
Akademický článek
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