Riikka Takala

Case-mix, care pathways, and outcomes in patients with traumatic brain injury in CENTER-TBI: a European prospective, multicentre, longitudinal, cohort study

Ewout W. Steyerberg, Eveline Wiegers, Charlie Sewalt et al. · The Lancet Neurology · 2019 · 486 citations · Full text

Medicine, Neurology, Neurosurgery +10

Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury

Benjamin Gravesteijn, Daan Nieboer, Ari Ercole et al. · Journal of Clinical Epidemiology · 2020 · 187 citations · Full text

Computing, Computer Science, Machine Learning +14

Differences between Men and Women in Treatment and Outcome after Traumatic Brain Injury

Ana Mikolić, David van Klaveren, Joost Oude Groeniger et al. · Journal of Neurotrauma · 2020 · 128 citations · Full text

Medicine, Neurology, Concussion Management +13

Machine learning-based dynamic mortality prediction after traumatic brain injury

Rahul Raj, Teemu Luostarinen, Eetu Pursiainen et al. · Scientific Reports · 2019 · 126 citations · Full text

Computing, Computer Science, Clinical Decision Support +14

Human Serum Metabolites Associate With Severity and Patient Outcomes in Traumatic Brain Injury

Matej Orešič, Jussi P. Posti, Maja H. Kamstrup‐Nielsen et al. · EBioMedicine · 2016 · 117 citations · Full text

Life Sciences, Biochemistry, Clinical Biochemistry +13