Irina Atkova

Affiliations

University of Oulu, Oulu, Finland.

Publications (3)

Early prediction of ventilator-associated pneumonia with machine learning models: A systematic review and meta-analysis of prediction model performance

European journal of internal medicine

Avec: Tuomas Frondelius , Irina Atkova , Jouko Miettunen , Jordi Rello , Gillian Vesty , Han Shi Jocelyn Chew , Miia Jansson

Diagnostic and prognostic prediction models in ventilator-associated pneumonia: Systematic review and meta-analysis of prediction modelling studies.

Journal of critical care

Avec: Tuomas Frondelius , Irina Atkova , Jouko Miettunen , Jordi Rello , Miia M Jansson

From challenges to opportunities: Digital transformation in hospital-at-home care.

International journal of medical informatics

Avec: Terhi-Maija Isakov , Henna Härkönen , Irina Atkova , Fan Wang , Gillian Vesty , Piia Hyvämäki , Miia Jansson

Réseau de co-auteurs

Tuomas Frondelius 2 collaborations

Jouko Miettunen 2 collaborations

Jordi Rello 2 collaborations

Gillian Vesty 2 collaborations

Miia Jansson 2 collaborations

Han Shi Jocelyn Chew 1 collaboration

Miia M Jansson 1 collaboration

Terhi-Maija Isakov 1 collaboration

Henna Härkönen 1 collaboration

Fan Wang 1 collaboration

Piia Hyvämäki 1 collaboration