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| Mortality Prediction from Hospital-Acquired Infections in Trauma Patients Using an Unbalanced Dataset |
| Mehrdad Karajizadeh, Mahdi Nasiri, Mahnaz Yadollahi, Amir Hussain Zolfaghari, Ali Pakdam |
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Healthc Inform Res. 2020;26(4):284-294. Published online October 31, 2020 DOI: https://doi.org/10.4258/hir.2020.26.4.284 |
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Mortality Prediction from Hospital-Acquired Infections in Trauma Patients Using an Unbalanced Dataset Healthcare Informatics Research. 2020;26(4):284-294  Risk factors for increased mortality from hospital-acquired versus community-acquired infections in febrile medical patients American Journal of Infection Control. 2009;37(1):35-42 Mortality Attributable to Hospital-Acquired Infections Among Surgical Patients Infection Control & Hospital Epidemiology. 2008;29(12):1167-1170 Hospital-Acquired Respiratory Viral Infections: Incidence, Morbidity, and Mortality in Pediatric and Adult Patients Open Forum Infectious Diseases. 2017;4(1): The incidence of geriatric trauma is increasing and comparison of different scoring tools for the prediction of in-hospital mortality in geriatric trauma patients . 2020; Survival from Traumatic Injury Does Not End at Hospital Discharge: Hospital-Acquired Infections Increase Post-Discharge Mortality Surgical Infections. 2017;18(5):550-557 Public Health Impact of Hospital-Acquired Infections on Traumatic Patients . 2021; Impact of Community-Acquired Infection on Acquisition of Nosocomial Infection, Length of Stay, and Mortality in Adult Blunt Trauma Patients Surgical Infections. 2002;3(1):21-28 Prediction of in-hospital mortality in patients with post traumatic brain injury using National Trauma Registry and Machine Learning Approach Scandinavian Journal of Trauma, Resuscitation and Emergency Medicine. 2020;28(1): Attributable mortality of hospital-acquired bloodstream infections in Ireland Journal of Hospital Infection. 2017;96(1):35-41 |
