Antti Kallonen

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

Francesco Marabita, T. E. JAMES, Anu Karhu et al. · Cell Systems · 2021 · 34 citations

Digital Monitoring, Digital Health, Health Behavior +11

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

Jussi Pirneskoski, Joonas Tamminen, Antti Kallonen et al. · Resuscitation Plus · 2020 · 20 citations · Full text

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

Eetu Loisa, Antti Kallonen, Sanna Hoppu et al. · Resuscitation Plus · 2022 · 12 citations · Full text

The Digi-NewB project for preterm infant sepsis risk and maturity analysis

Alpo Värri, Antti Kallonen, Elina Helander et al. · Finnish Journal of eHealth and eWelfare · 2018 · 11 citations · Full text

Neonatology, Digi-newb Project, Diagnosis +20

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

Antti Kallonen, Milla Juutinen, Alpo Värri et al. · International Journal of Medical Informatics · 2024 · 11 citations · Full text