Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury
- Resource Type
- Source
- Journal of Clinical Epidemiology, 122, 95-107. Elsevier Science
Journal of Clinical Epidemiology, 122, 95-107. ELSEVIER SCIENCE INC
Journal of Clinical Epidemiology
Journal of clinical epidemiology, New York : Elsevier, 2020, vol. 122, p. 95-107
Journal of Clinical Epidemiology, 122, 95-107. Elsevier Inc.
Gravesteijn, B Y, Nieboer, D, Ercole, A, Lingsma, H F, Nelson, D, van Calster, B, Steyerberg, E W, Åkerlund, C, Amrein, K, Andelic, N, Andreassen, L, Anke, A, Antoni, A, Audibert, G, Azouvi, P, Azzolini, M L, Bartels, R, Barzó, P, Beauvais, R, Beer, R, Bellander, B M, Belli, A, Benali, H, Berardino, M, Beretta, L, Blaabjerg, M, Bragge, P, Brazinova, A, Brinck, V, Brooker, J, Brorsson, C, Buki, A, Bullinger, M, Cabeleira, M, Caccioppola, A, Calappi, E, Calvi, M R, Cameron, P, Lozano, G C, Carbonara, M, Chevallard, G, Chieregato, A, Citerio, G, Cnossen, M, Coburn, M, Coles, J, Cooper, D J, Correia, M, Čović, A, Kondziella, D & CENTER-TBI collaborators 2020, ' Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury ', Journal of Clinical Epidemiology, vol. 122, pp. 95-107 . https://doi.org/10.1016/j.jclinepi.2020.03.005
Journal of clinical epidemiology, 122, 95-107. Elsevier USA
Gravesteijn, B Y, Nieboer, D, Ercole, A, Lingsma, H F, Nelson, D, van Calster, B, Steyerberg, E W, Ylén, J-P & CENTER-TBI collaborators 2020, ' Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury ', Journal of Clinical Epidemiology, vol. 122, pp. 95-107 . https://doi.org/10.1016/j.jclinepi.2020.03.005 - Subject
Male Epidemiology Medical Biotechnology (with a focus on Cell Biology (including Stem Cell Biology), Molecular Biology, Microbiology, Biochemistry or Biopharmacy) Logistic regression computer.software_genre Data science Machine Learning 0302 clinical medicine Traumatic brain injury Brain Injuries, Traumatic Medicine 030212 general & internal medicine Decision Making, Computer-Assisted Glasgow Outcome Scale Regression analysis Middle Aged Prognosis 3142 Public health care science, environmental and occupational health Regression Random forest Female TUTORIAL Cohort study Algorithm Algorithms Adult BIG DATA Prognosi cohort study data science machine learning prediction prognosis traumatic brain injury Machine learning VALIDATION 03 medical and health sciences VDP::Teknologi: 500::Medisinsk teknologi: 620 Humans VDP::Medisinske Fag: 700 Glasgow Coma Scale Medicinsk bioteknologi (med inriktning mot cellbiologi (inklusive stamcellsbiologi), molekylärbiologi, mikrobiologi, biokemi eller biofarmaci) Models, Statistical business.industry CARE 3141 Health care science VDP::Medical disciplines: 700 Logistic Models Cohort study, Data science, Machine learning, Prediction, Prognosis, Traumatic brain injury Artificial intelligence Gradient boosting business Prediction computer 030217 neurology & neurosurgery Predictive modelling VDP::Technology: 500::Medical technology: 620 - Language
- English
- ISSN
- 0895-4356
1878-5921