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Showing results for bijan boost
Your search for Bijan Roosta retrieved no results
Machine learning models predicting inpatient falls.
Salehinejad H, Rojas R, Iheasirim K, Takahashi P, Borah BJ, Yousufuddin M. Salehinejad H, et al. Sci Rep. 2025 Nov 24;15(1):45248. doi: 10.1038/s41598-025-29592-0. Sci Rep. 2025. PMID: 41286348 Free PMC article.
Four dynamic machine learning models were developed using HD variables alone and in combination with socio-demographics, comorbidities, physiological measures, medications, and timeseries data updated at 8- and 24 h intervals. Among the models, Extreme Gradient Boosting mo …
Four dynamic machine learning models were developed using HD variables alone and in combination with socio-demographics, comorbidities, phys …
Applications of propensity score methods in observational comparative effectiveness and safety research: where have we come and where should we go?
Borah BJ, Moriarty JP, Crown WH, Doshi JA. Borah BJ, et al. J Comp Eff Res. 2014 Jan;3(1):63-78. doi: 10.2217/cer.13.89. Epub 2013 Nov 22. J Comp Eff Res. 2014. PMID: 24266593 Free article. Review.
This article also discusses areas for improvement, including data infrastructure, and a unified set of guidelines in terms of PS implementation and reporting, which will boost confidence in evidence generated through observational CER using PS methods....
This article also discusses areas for improvement, including data infrastructure, and a unified set of guidelines in terms of PS implementat …
Air Pollution Monitoring Using Cost-Effective Devices Enhanced by Machine Learning.
Colléaux Y, Willaume C, Mohandes B, Nebel JC, Rahman F. Colléaux Y, et al. Sensors (Basel). 2025 Feb 26;25(5):1423. doi: 10.3390/s25051423. Sensors (Basel). 2025. PMID: 40096224 Free PMC article.
Assessments of their performance showed that models tailored to individual sensor units greatly improved measurement accuracy, boosting their correlation with reference-grade instruments by up to 10%. Nonetheless, this research also revealed that inconsistencies in the per …
Assessments of their performance showed that models tailored to individual sensor units greatly improved measurement accuracy, boosting …