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Prediction of in-hospital mortality in patients on mechanical ventilation post traumatic brain injury: machine learning approach.
BMC Med Inform Decis Mak. 2020 Dec 14;20(1):336. doi: 10.1186/s12911-020-01363-z.
BMC Med Inform Decis Mak. 2020.
PMID: 33317528
Free PMC article.
Prediction of in-hospital mortality in patients with post traumatic brain injury using National Trauma Registry and Machine Learning Approach.
Abujaber A, Fadlalla A, Gammoh D, Abdelrahman H, Mollazehi M, El-Menyar A.
Abujaber A, et al. Among authors: gammoh d.
Scand J Trauma Resusc Emerg Med. 2020 May 27;28(1):44. doi: 10.1186/s13049-020-00738-5.
Scand J Trauma Resusc Emerg Med. 2020.
PMID: 32460867
Free PMC article.
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Using trauma registry data to predict prolonged mechanical ventilation in patients with traumatic brain injury: Machine learning approach.
Abujaber A, Fadlalla A, Gammoh D, Abdelrahman H, Mollazehi M, El-Menyar A.
Abujaber A, et al. Among authors: gammoh d.
PLoS One. 2020 Jul 8;15(7):e0235231. doi: 10.1371/journal.pone.0235231. eCollection 2020.
PLoS One. 2020.
PMID: 32639971
Free PMC article.
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Machine Learning Model to Predict Ventilator Associated Pneumonia in patients with Traumatic Brain Injury: The C.5 Decision Tree Approach.
Abujaber A, Fadlalla A, Gammoh D, Al-Thani H, El-Menyar A.
Abujaber A, et al. Among authors: gammoh d.
Brain Inj. 2021 Jul 29;35(9):1095-1102. doi: 10.1080/02699052.2021.1959060. Epub 2021 Aug 6.
Brain Inj. 2021.
PMID: 34357830
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