Dynamic and explainable machine learning prediction of mortality in patients in the intensive care unit: a retrospective study of high-frequency data in electronic patient records
Thorsen-Meyer, Hans-Christian, Nielsen, Annelaura B, Nielsen, Anna P, Kaas-Hansen, Benjamin Skov, Toft, Palle, Schierbeck, Jens, Strøm, Thomas, Chmura, Piotr J, Heimann, Marc, Dybdahl, Lars, Spangsege, Lasse, Hulsen, Patrick, Belling, Kirstine, Brunak, Søren, Perner, Anders
Published in The Lancet. Digital health (01.04.2020)
Published in The Lancet. Digital health (01.04.2020)
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Journal Article
Abnormal serum levels of magnesium, phosphate, and zinc in ICU patients—Characteristics, management, and outcomes: The WhyTrace cohort study
Vesterlund, Gitte K., Thorsen‐Meyer, Hans‐Christian, Møller, Morten H., Brunak, Søren, Strøm, Thomas, Perner, Anders, Kaas‐Hansen, Benjamin S.
Published in Acta anaesthesiologica Scandinavica (01.08.2023)
Published in Acta anaesthesiologica Scandinavica (01.08.2023)
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Empirical meropenem versus piperacillin/tazobactam for adult patients with sepsis (EMPRESS) trial: Protocol
Granholm, Anders, Munch, Marie Warrer, Meier, Nick, Sjövall, Fredrik, Helleberg, Marie, Hertz, Frederik Boëtius, Kaas‐Hansen, Benjamin Skov, Thorsen‐Meyer, Hans‐Christian, Andersen, Lars Wiuff, Rasmussen, Bodil Steen, Andersen, Jakob Steen, Albertsen, Trine Lynge, Kjær, Maj‐Brit Nørregaard, Jensen, Aksel Karl Georg, Lange, Theis, Perner, Anders, Møller, Morten Hylander
Published in Acta anaesthesiologica Scandinavica (01.09.2024)
Published in Acta anaesthesiologica Scandinavica (01.09.2024)
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Language‐agnostic pharmacovigilant text mining to elicit side effects from clinical notes and hospital medication records
Kaas‐Hansen, Benjamin Skov, Placido, Davide, Rodríguez, Cristina Leal, Thorsen‐Meyer, Hans‐Christian, Gentile, Simona, Nielsen, Anna Pors, Brunak, Søren, Jürgens, Gesche, Andersen, Stig Ejdrup
Published in Basic & clinical pharmacology & toxicology (01.10.2022)
Published in Basic & clinical pharmacology & toxicology (01.10.2022)
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Using machine learning for predicting intensive care unit resource use during the COVID-19 pandemic in Denmark
Lorenzen, Stephan Sloth, Nielsen, Mads, Jimenez-Solem, Espen, Petersen, Tonny Studsgaard, Perner, Anders, Thorsen-Meyer, Hans-Christian, Igel, Christian, Sillesen, Martin
Published in Scientific reports (23.09.2021)
Published in Scientific reports (23.09.2021)
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Journal Article
Heterogeneity of treatment effect of stress ulcer prophylaxis in ICU patients: A secondary analysis protocol
Granholm, Anders, Marker, Søren, Krag, Mette, Zampieri, Fernando G., Thorsen‐Meyer, Hans‐Christian, Kaas‐Hansen, Benjamin S., Horst, Iwan C. C., Lange, Theis, Wetterslev, Jørn, Perner, Anders, Møller, Morten H.
Published in Acta anaesthesiologica Scandinavica (01.10.2019)
Published in Acta anaesthesiologica Scandinavica (01.10.2019)
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Journal Article
Survival prediction in intensive-care units based on aggregation of long-term disease history and acute physiology: a retrospective study of the Danish National Patient Registry and electronic patient records
Nielsen, Annelaura B, Thorsen-Meyer, Hans-Christian, Belling, Kirstine, Nielsen, Anna P, Thomas, Cecilia E, Chmura, Piotr J, Lademann, Mette, Moseley, Pope L, Heimann, Marc, Dybdahl, Lars, Spangsege, Lasse, Hulsen, Patrick, Perner, Anders, Brunak, Søren
Published in The Lancet. Digital health (01.06.2019)
Published in The Lancet. Digital health (01.06.2019)
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Journal Article
Discrete-time survival analysis in the critically ill: a deep learning approach using heterogeneous data
Thorsen-Meyer, Hans-Christian, Placido, Davide, Kaas-Hansen, Benjamin Skov, Nielsen, Anna P, Lange, Theis, Nielsen, Annelaura B, Toft, Palle, Schierbeck, Jens, Strøm, Thomas, Chmura, Piotr J, Heimann, Marc, Belling, Kirstine, Perner, Anders, Brunak, Søren
Published in NPJ digital medicine (14.09.2022)
Published in NPJ digital medicine (14.09.2022)
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Effect of Selepressin vs Placebo on Ventilator- and Vasopressor-Free Days in Patients With Septic Shock: The SEPSIS-ACT Randomized Clinical Trial
Laterre, Pierre-Francois, Berry, Scott M, Blemings, Allan, Carlsen, Jan E, François, Bruno, Graves, Todd, Jacobsen, Karsten, Lewis, Roger J, Opal, Steven M, Perner, Anders, Pickkers, Peter, Russell, James A, Windeløv, Nis A, Yealy, Donald M, Asfar, Pierre, Bestle, Morten H, Muller, Grégoire, Bruel, Cédric, Brulé, Noëlle, Decruyenaere, Johan, Dive, Alain-Michel, Dugernier, Thierry, Krell, Kenneth, Lefrant, Jean-Yves, Megarbane, Bruno, Mercier, Emmanuelle, Mira, Jean-Paul, Quenot, Jean-Pierre, Rasmussen, Bodil Steen, Thorsen-Meyer, Hans-Christian, Vander Laenen, Margot, Vang, Marianne Lauridsen, Vignon, Philippe, Vinatier, Isabelle, Wichmann, Sine, Wittebole, Xavier, Kjølbye, Anne Louise, Angus, Derek C
Published in JAMA : the journal of the American Medical Association (15.10.2019)
Published in JAMA : the journal of the American Medical Association (15.10.2019)
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Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
Jimenez-Solem, Espen, Petersen, Tonny S, Hansen, Casper, Hansen, Christian, Lioma, Christina, Igel, Christian, Boomsma, Wouter, Krause, Oswin, Lorenzen, Stephan, Selvan, Raghavendra, Petersen, Janne, Nyeland, Martin Erik, Ankarfeldt, Mikkel Zöllner, Virenfeldt, Gert Mehl, Winther-Jensen, Matilde, Linneberg, Allan, Ghazi, Mostafa Mehdipour, Detlefsen, Nicki, Lauritzen, Andreas David, Smith, Abraham George, de Bruijne, Marleen, Ibragimov, Bulat, Petersen, Jens, Lillholm, Martin, Middleton, Jon, Mogensen, Stine Hasling, Thorsen-Meyer, Hans-Christian, Perner, Anders, Helleberg, Marie, Kaas-Hansen, Benjamin Skov, Bonde, Mikkel, Bonde, Alexander, Pai, Akshay, Nielsen, Mads, Sillesen, Martin
Published in Scientific reports (05.02.2021)
Published in Scientific reports (05.02.2021)
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Journal Article
Heterogeneity of treatment effect of prophylactic pantoprazole in adult ICU patients: a post hoc analysis of the SUP-ICU trial
Granholm, Anders, Marker, Søren, Krag, Mette, Zampieri, Fernando G., Thorsen-Meyer, Hans-Christian, Kaas-Hansen, Benjamin Skov, van der Horst, Iwan C. C., Lange, Theis, Wetterslev, Jørn, Perner, Anders, Møller, Morten Hylander
Published in Intensive care medicine (01.04.2020)
Published in Intensive care medicine (01.04.2020)
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Journal Article
Decompression Sickness Following Seawater Hunting Using Underwater Scooters
Thorsen, Hans-Christian M., Zubieta-Calleja, Gustavo, Paulev, Poul-Erik
Published in Research in sports medicine (01.07.2007)
Published in Research in sports medicine (01.07.2007)
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Using Machine Learning to Identify Patients at High Risk of Inappropriate Drug Dosing in Periods with Renal Dysfunction
Kaas-Hansen, Benjamin Skov, Leal Rodríguez, Cristina, Placido, Davide, Thorsen-Meyer, Hans-Christian, Nielsen, Anna Pors, Dérian, Nicolas, Brunak, Søren, Andersen, Stig Ejdrup
Published in Clinical epidemiology (28.02.2022)
Published in Clinical epidemiology (28.02.2022)
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Journal Article
Machine Learning to Identify Patients at Risk of Inappropriate Dosing for Renal Risk Medications: A Critical Comment on Kaas-Hansen et al [Response to Letter]
Kaas-Hansen, Benjamin Skov, Leal Rodríguez, Cristina, Placido, Davide, Thorsen-Meyer, Hans-Christian, Nielsen, Anna Pors, Dérian, Nicolas, Brunak, Søren, Andersen, Stig Ejdrup
Published in Clinical epidemiology (2022)
Published in Clinical epidemiology (2022)
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