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Predicting Hospital Readmissions from Health Insurance Claims Data: A Modeling Study Targeting Potentially Inappropriate Prescribing
CONCLUSION: PIP successfully predicted readmissions for most diseases, opening the possibility for interventions to improve these modifiable risk factors. Machine-learning methods appear promising for future modeling of PIP predictors in complex older patients with many underlying diseases.PMID:35144291 | DOI:10.1055/s-0042-1742671
Source: Methods of Information in Medicine - February 10, 2022 Category: Information Technology Authors: Alexander Gerharz Carmen Ruff Lucas Wirbka Felicitas Stoll Walter E Haefeli Andreas Groll Andreas D Meid Source Type: research

Association of Long-Term Exposure to Transportation Noise and Traffic-Related Air Pollution with the Incidence of Diabetes: A Prospective Cohort Study
Conclusion: We found a positive association between residential transportation noise and diabetes, adding to the growing body of evidence that noise pollution exposure may be independently linked to metabolic health and should be considered when developing public health interventions. https://doi.org/10.1289/EHP1279 Received: 26 October 2016 Revised: 07 May 2017 Accepted: 09 May 2017 Published: 31 August 2017 Address correspondence to C. Clark, Ove Arup and Partners, Acoustics, 13 Fitzroy Street, London, W1T 4BQ, UK. Telephone: +44 207755 4702. Email: Charlotte.Clark@arup.com The authors declare they have no actual o...
Source: EHP Research - August 31, 2017 Category: Environmental Health Authors: Daniil Lyalko Tags: Research Source Type: research