[HTML][HTML] Predictive modeling of outcomes after traumatic and nontraumatic spinal cord injury using machine learning: review of current progress and future directions
O Khan, JH Badhiwala, JRF Wilson, F Jiang… - Neurospine, 2019 - ncbi.nlm.nih.gov
… of capacities, including imaging analysis and prediction in large epidemiological data sets. …
based clinical prognostic models relative to conventional statistical prediction models. Finally, …
based clinical prognostic models relative to conventional statistical prediction models. Finally, …
A clinical prediction model for long-term functional outcome after traumatic spinal cord injury based on acute clinical and imaging factors
JR Wilson, RG Grossman, RF Frankowski… - Journal of …, 2012 - liebertpub.com
… cord injury (SCI) and to help classify patients within clinical trials, we have created a novel
prediction model … A linear regression model was created with the primary outcome modeled …
prediction model … A linear regression model was created with the primary outcome modeled …
Multivariable prediction models for traumatic spinal cord injury: a systematic review
R Hakimjavadi, S Basiratzadeh… - … spinal cord injury …, 2024 - meridian.allenpress.com
… We distinguished between three phases of predictor selection during prediction model
development: (1) initial selection of predictors, (2) predictor selection for inclusion in modelling, …
development: (1) initial selection of predictors, (2) predictor selection for inclusion in modelling, …
Epidemiological state, predictors of early mortality, and predictive models for traumatic spinal cord injury: a multicenter nationwide cohort study
K Shibahashi, M Nishida, Y Okura, Y Hamabe - Spine, 2019 - journals.lww.com
… arrival, severe head injury, Injury Severity Score, and neurological severity of spinal cord
injury were independently associated with mortality. A predictive model including these factors …
injury were independently associated with mortality. A predictive model including these factors …
Clinical prediction model for acute inpatient complications after traumatic cervical spinal cord injury: a subanalysis from the Surgical Timing in Acute Spinal Cord Injury …
JR Wilson, PM Arnold, A Singh, S Kalsi-Ryan… - … of Neurosurgery: Spine, 2012 - thejns.org
… cord injury (SCI), the objective in the current study was to characterize and quantify acute
inpatient complications. In addition, the authors sought to create a prediction model … Cord Injury …
inpatient complications. In addition, the authors sought to create a prediction model … Cord Injury …
[HTML][HTML] … prediction accuracy for patients with traumatic spinal cord injury: an evaluation of validated prediction models using a Canadian Multicenter Spinal Cord Injury …
… Models for predicting recovery in traumatic spinal cord injury (tSCI) patients have been
developed to optimize care. Several models predicting tSCI recovery have been previously …
developed to optimize care. Several models predicting tSCI recovery have been previously …
[HTML][HTML] … clinical prediction rule for prognosticating independent walking after spinal cord injury: a prospective study from a Canadian multicenter spinal cord injury …
… The Hosmer-Lemeshow goodness of fit test was used to check if the predictive model is …
[5], we wanted to evaluate its effectiveness for the prediction model currently under study. …
[5], we wanted to evaluate its effectiveness for the prediction model currently under study. …
Machine learning to develop a predictive model of pressure injury in persons with spinal cord injury
SL Luther, SS Thomason, S Sabharwal, DK Finch… - Spinal Cord, 2023 - nature.com
… The goals of the study were to develop a prediction model to synthesize the information
available in the EHR and identify veterans at the highest risk thereby allowing clinicians to better …
available in the EHR and identify veterans at the highest risk thereby allowing clinicians to better …
Comparison of multiple prediction models for ambulation following spinal cord injury.
T Rowland, L Ohno-Machado… - Proceedings of the AMIA …, 1998 - ncbi.nlm.nih.gov
… sets) in the in prediction of ambulation at hospital discharge following spinal cord injury. We
used the multi-center Spinal Cord Injury Model System database. All modelsperformed well …
used the multi-center Spinal Cord Injury Model System database. All modelsperformed well …
Developing artificial neural network models to predict functioning one year after traumatic spinal cord injury
T Belliveau, AM Jette, S Seetharama, J Axt… - Archives of physical …, 2016 - Elsevier
… Comparison of multiple prediction models for ambulation following spinal cord injury. In:
Proceedings of the AMIA Symposium; American Medical Informatics Association; 1998 Nov 7-11…
Proceedings of the AMIA Symposium; American Medical Informatics Association; 1998 Nov 7-11…
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