Medical Classifications and Terminologies

por Dalianis, Hercules
Publicado 2018

De-identifying Swedish clinical text - refinement of a gold standard and experiments with Conditional random fields

por Dalianis, Hercules, Velupillai, Sumithra
Publicado 2010

Louhi 2010: Special issue on Text and Data Mining of Health Documents

por Dalianis, Hercules, Hassel, Martin, Velupillai, Sumithra
Publicado 2011

Ensembles of randomized trees using diverse distributed representations of clinical events

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

Natural language processing and machine learning to enable automatic extraction and classification of patients’ smoking status from electronic medical records

por Caccamisi, Andrea, Jørgensen, Leif, Dalianis, Hercules, Rosenlund, Mats
Publicado 2020

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

Clinical Natural Language Processing in languages other than English: opportunities and challenges

por Névéol, Aurélie, Dalianis, Hercules, Velupillai, Sumithra, Savova, Guergana, Zweigenbaum, Pierre
Publicado 2018

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

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

Characteristics of Finnish and Swedish intensive care nursing narratives: a comparative analysis to support the development of clinical language technologies

por Allvin, Helen, Carlsson, Elin, Dalianis, Hercules, Danielsson-Ojala, Riitta, Daudaravičius, Vidas, Hassel, Martin, Kokkinakis, Dimitrios, Lundgrén-Laine, Heljä, Nilsson, Gunnar H, Nytrø, Øystein, Salanterä, Sanna, Skeppstedt, Maria, Suominen, Hanna, Velupillai, Sumithra
Publicado 2011

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