Antti Kallonen

MyData Architecture: Consent Based Approach for Personal Data Management

H. Honko, Kai Kuikkaniemi, Antti Poikola, 2016 .

Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health

H. Honko, Antti Kallonen, S. Ripatti, 2020, bioRxiv.

Ability of the National Early Warning Score and its respiratory and haemodynamic subcomponents to predict short-term mortality on general wards: a prospective three-centre observational study in Finland

Antti Kallonen, S. Hoppu, E. Loisa, 2022, BMJ Open.

Trends in the national early warning score are associated with subsequent mortality – A prospective three-centre observational study with 11,331 general ward patients

Antti Kallonen, S. Hoppu, E. Loisa, 2022, Resuscitation plus.

Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health.

H. Honko, Antti Kallonen, S. Ripatti, 2021, Cell systems.

Machine learning model predicts short-term mortality among prehospital patients: A prospective development study from Finland

Antti Kallonen, S. Hoppu, J. Kalliomäki, 2021, Resuscitation plus.

Random forest machine learning method outperforms prehospital National Early Warning Score for predicting one-day mortality: A retrospective study

Antti Kallonen, K. Olkkola, M. Kuisma, 2020, Resuscitation plus.

Early detection of late-onset neonatal sepsis from noninvasive biosignals using deep learning: A multicenter prospective development and validation study.

Antti Kallonen, A. Värri, P. Pladys, 2024, International journal of medical informatics.