Learning temporal weights of clinical events using variable importance

por Zhao, Jing, Henriksson, Aron
Publicado 2016

Predictive modeling of structured electronic health records for adverse drug event detection

por Zhao, Jing, Henriksson, Aron, Asker, Lars, Boström, Henrik
Publicado 2015

Ensembles of randomized trees using diverse distributed representations of clinical events

por Henriksson, Aron, Zhao, Jing, Dalianis, Hercules, Boström, Henrik
Publicado 2016

Synonym extraction and abbreviation expansion with ensembles of semantic spaces

por Henriksson, Aron, Moen, Hans, Skeppstedt, Maria, Daudaravičius, Vidas, Duneld, Martin
Publicado 2014

Louhi 2014: Special issue on health text mining and information analysis

por Velupillai, Sumithra, Duneld, Martin, Henriksson, Aron, Kvist, Maria, Skeppstedt, Maria, Dalianis, Hercules
Publicado 2015

Expansion of medical vocabularies using distributional semantics on Japanese patient blogs

por Ahltorp, Magnus, Skeppstedt, Maria, Kitajima, Shiho, Henriksson, Aron, Rzepka, Rafal, Araki, Kenji
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

The augmented value of using clinical notes in semi-automated surveillance of deep surgical site infections after colorectal surgery

por Verberk, Janneke D.M., van der Werff, Suzanne D., Weegar, Rebecka, Henriksson, Aron, Richir, Milan C., Buchli, Christian, van Mourik, Maaike S.M., Nauclér, Pontus
Publicado 2023

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

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