Predicting Intraoperative Hypothermia Burden during Non-Cardiac Surgery: A Retrospective Study Comparing Regression to Six Machine Learning Algorithms
Dibiasi, Christoph, Agibetov, Asan, Kapral, Lorenz, Zeiner, Sebastian, Kimberger, Oliver
Published in Journal of clinical medicine (30.06.2023)
Published in Journal of clinical medicine (30.06.2023)
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Journal Article
A retrospective analysis of the need for on-site emergency physician presence and mission characteristics of a rural ground-based emergency medical service
Lintschinger, Josef Michael, Laxar, Daniel, Kapral, Lorenz, Ulbing, Stefan, Glock, Thomas, Behrens, Sybille, Frimmel, Christoph, Renner, Reinhold, Klaus, Daniel Alexander, Willschke, Harald, Hafner, Christina
Published in BMC emergency medicine (07.08.2024)
Published in BMC emergency medicine (07.08.2024)
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Journal Article
Development of a Reinforcement Learning Algorithm to Optimize Corticosteroid Therapy in Critically Ill Patients with Sepsis
Bologheanu, Razvan, Kapral, Lorenz, Laxar, Daniel, Maleczek, Mathias, Dibiasi, Christoph, Zeiner, Sebastian, Agibetov, Asan, Ercole, Ari, Thoral, Patrick, Elbers, Paul, Heitzinger, Clemens, Kimberger, Oliver
Published in Journal of clinical medicine (01.02.2023)
Published in Journal of clinical medicine (01.02.2023)
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Journal Article
"Loved ones are not 'visitors' in a patient's life"-The importance of including loved ones in the patient's hospital stay: An international Twitter study of #HospitalsTalkToLovedOnes in times of COVID-19
Hriberšek, Mojca, Eibensteiner, Fabian, Kapral, Lorenz, Teufel, Anna, Nawaz, Faisal A, Cenanovic, Merisa, Sai, Chandragiri Siva, Devkota, Hari Prasad, De, Ronita, Singla, Rajeev K, Parvanov, Emil D, Tsagkaris, Christos, Atanasov, Atanas G, Schaden, Eva
Published in Frontiers in public health (26.01.2023)
Published in Frontiers in public health (26.01.2023)
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Journal Article
A Comparison of Five Algorithmic Methods and Machine Learning Pattern Recognition for Artifact Detection in Electronic Records of Five Different Vital Signs: A Retrospective Analysis
Maleczek, Mathias, Laxar, Daniel, Kapral, Lorenz, Kuhrn, Melanie, Abulesz, Yannic-Tomas, Dibiasi, Christoph, Kimberger, Oliver
Published in Anesthesiology (Philadelphia) (01.07.2024)
Published in Anesthesiology (Philadelphia) (01.07.2024)
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Journal Article
A Comparison of 5 Algorithmic Methods and Machine Learning Pattern Recognition for Artifact Detection in Electronic Records of 5 Different Vital Signs: A Retrospective Analysis
Maleczek, Mathias, Laxar, Daniel, Kapral, Lorenz, Kuhrn, Melanie, Abulez, Yannic, Dibiasi, Christoph, Kimberger, Oliver
Published in Anesthesiology (Philadelphia) (11.03.2024)
Published in Anesthesiology (Philadelphia) (11.03.2024)
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Journal Article
Development and external validation of temporal fusion transformer models for continuous intraoperative blood pressure forecastingResearch in context
Lorenz Kapral, Christoph Dibiasi, Natasa Jeremic, Stefan Bartos, Sybille Behrens, Aylin Bilir, Clemens Heitzinger, Oliver Kimberger
Published in EClinicalMedicine (01.09.2024)
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Published in EClinicalMedicine (01.09.2024)
Journal Article
Development and external validation of temporal fusion transformer models for continuous intraoperative blood pressure forecasting
Kapral, Lorenz, Dibiasi, Christoph, Jeremic, Natasa, Bartos, Stefan, Behrens, Sybille, Bilir, Aylin, Heitzinger, Clemens, Kimberger, Oliver
Published in EClinicalMedicine (01.09.2024)
Published in EClinicalMedicine (01.09.2024)
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Journal Article