Výsledky vyhledávání - "Jørgensen, Marianne"

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The Consequences of the Framing of Machine Learning Risk Prediction Models: Evaluation of Sepsis in General Wards

Autor: Lauritsen, Simon Meyer, Thiesson, Bo, Jørgensen, Marianne Johansson, Riis, Anders Hammerich, Espelund, Ulrick Skipper, Weile, Jesper Bo, Lange, Jeppe

Objectives: To evaluate the consequences of the framing of machine learning risk prediction models. We evaluate how framing affects model performance and model learning in four different approaches previously applied in published artificial-intellige

Externí odkaz: http://arxiv.org/abs/2101.10790

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Explainable artificial intelligence model to predict acute critical illness from electronic health records

Autor: Lauritsen, Simon Meyer, Kristensen, Mads, Olsen, Mathias Vassard, Larsen, Morten Skaarup, Lauritsen, Katrine Meyer, Jørgensen, Marianne Johansson, Lange, Jeppe, Thiesson, Bo

We developed an explainable artificial intelligence (AI) early warning score (xAI-EWS) system for early detection of acute critical illness. While maintaining a high predictive performance, our system explains to the clinician on which relevant elect

Externí odkaz: http://arxiv.org/abs/1912.01266

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Early detection of sepsis utilizing deep learning on electronic health record event sequences

Autor: Lauritsen, Simon Meyer, Kalør, Mads Ellersgaard, Kongsgaard, Emil Lund, Lauritsen, Katrine Meyer, Jørgensen, Marianne Johansson, Lange, Jeppe, Thiesson, Bo

The timeliness of detection of a sepsis event in progress is a crucial factor in the outcome for the patient. Machine learning models built from data in electronic health records can be used as an effective tool for improving this timeliness, but so

Externí odkaz: http://arxiv.org/abs/1906.02956

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Akademický článek

Pre- and perinatal exposures associated with developing pediatric-onset immune-mediated inflammatory disease: A Danish nation-wide cohort study

Autor: Spangmose, Anne Lærke, Jørgensen, Marianne Hørby, Jakobsen, Christian, Wewer, Vibeke, Rod, Naja Hulvej, Ingels, Helene, Pinborg, Anja, Malham, Mikkel

Publikováno v: In Journal of Autoimmunity April 2023 136

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Akademický článek

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