Detecting hospital-acquired infections: A document classification approach using support vector machines and gradient tree boosting

por Ehrentraut, Claudia, Ekholm, Markus, Tanushi, Hideyuki, Tiedemann, Jörg, Dalianis, Hercules
Publicado 2016

The accuracy of fully automated algorithms for surveillance of healthcare-onset Clostridioides difficile infections in hospitalized patients

por van der Werff, Suzanne Desirée, Fritzing, Mikael, Tanushi, Hideyuki, Henriksson, Aron, Dalianis, Hercules, Ternhag, Anders, Färnert, Anna, Nauclér, Pontus
Publicado 2022

Predicting sepsis onset using a machine learned causal probabilistic network algorithm based on electronic health records data

por Valik, John Karlsson, Ward, Logan, Tanushi, Hideyuki, Johansson, Anders F., Färnert, Anna, Mogensen, Mads Lause, Pickering, Brian W., Herasevich, Vitaly, Dalianis, Hercules, Henriksson, Aron, Nauclér, Pontus
Publicado 2023

Clinical phenotypes and outcomes of SARS-CoV-2, influenza, RSV and seven other respiratory viruses: a retrospective study using complete hospital data

por Hedberg, Pontus, Karlsson Valik, John, van der Werff, Suzanne, Tanushi, Hideyuki, Requena Mendez, Ana, Granath, Fredrik, Bell, Max, Mårtensson, Johan, Dyrdak, Robert, Hertting, Olof, Färnert, Anna, Ternhag, Anders, Naucler, Pontus
Publicado 2022

Validation of automated sepsis surveillance based on the Sepsis-3 clinical criteria against physician record review in a general hospital population: observational study using elec...

por Valik, John Karlsson, Ward, Logan, Tanushi, Hideyuki, Müllersdorf, Kajsa, Ternhag, Anders, Aufwerber, Ewa, Färnert, Anna, Johansson, Anders F, Mogensen, Mads Lause, Pickering, Brian, Dalianis, Hercules, Henriksson, Aron, Herasevich, Vitaly, Nauclér, Pontus
Publicado 2020

SARS-CoV-2 testing in patients with low COVID-19 suspicion at admission to a tertiary care hospital, Stockholm, Sweden, March to September 2020

por Requena-Méndez, Ana, Mougkou, Aikaterini, Hedberg, Pontus, van der Werff, Suzanne D, Tanushi, Hideyuki, Hertting, Olof, Färnert, Anna, Nyberg, Filippa, Naucler, Pontus, Johansson, Isabelle, Hovergren, Victoria, Björklund, David, Zhao, Allan, Backrud, Oscar, Ahlberg, Jesper, Homlkvist, Emilie, Lundquist, Johanna
Publicado 2022