Zobrazeno 1 - 10
of 81
pro vyhledávání: '"Laura Rosella"'
Publikováno v:
BMC Digital Health, Vol 1, Iss 1, Pp 1-13 (2023)
Abstract Background Social determinants of health are non-medical factors that influence health outcomes (SDOH). There is a wealth of SDOH information available in electronic health records, clinical reports, and social media data, usually in free te
Externí odkaz:
https://doaj.org/article/3a09607468044175a08b712c8fbfae16
Autor:
Juan Pablo Tabja Bortesi, Jonathan Ranisau, Shuang Di, Michael McGillion, Laura Rosella, Alistair Johnson, PJ Devereaux, Jeremy Petch
Publikováno v:
Journal of Medical Internet Research, Vol 26, p e52880 (2024)
BackgroundSurgical site infections (SSIs) occur frequently and impact patients and health care systems. Remote surveillance of surgical wounds is currently limited by the need for manual assessment by clinicians. Machine learning (ML)–based methods
Externí odkaz:
https://doaj.org/article/46b750eb08874739a93699d90281a228
Autor:
Jonathan McGavock, Erin Hobin, Heather J. Prior, Anders Swanson, Brendan T. Smith, Gillian L. Booth, Kelly Russell, Laura Rosella, Wanrudee Isaranuwatchai, Stephanie Whitehouse, Nicole Brunton, Charles Burchill
Publikováno v:
International Journal of Behavioral Nutrition and Physical Activity, Vol 19, Iss 1, Pp 1-14 (2022)
Abstract Objective To determine if expansion of multi-use physical activity trails in an urban centre is associated with reduced rates of cardiovascular disease (CVD). Methods This was a natural experiment with a difference in differences analysis us
Externí odkaz:
https://doaj.org/article/837e2be4f7e442ffacd4a723cccf368d
Autor:
Yang Yang, Zahid A. Butt, Scott T. Leatherdale, Plinio P. Morita, Alexander Wong, Laura Rosella, Helen H. Chen
Publikováno v:
The Lancet Regional Health. Americas, Vol 16, Iss , Pp 100389- (2022)
Summary: Background: Understanding what factors lead to youth polysubstance use (PSU) patterns and how the transitions between use patterns can inform the design and implementation of PSU prevention programs. We explore the dynamics of PSU patterns f
Externí odkaz:
https://doaj.org/article/c8ed2f5b493f4b7b8d8d09e3653b8311
Publikováno v:
International Journal of Population Data Science, Vol 7, Iss 3 (2022)
Objectives Local neighbourhoods have great potential to foster community belonging which can improve health and well-being. In partnership with the City of Toronto, we prioritize and assess the importance of physical and social environmental attribut
Externí odkaz:
https://doaj.org/article/2b5fcd8153bc43719e360dc0910beec6
Autor:
Vinyas Harish, Mathieu Ravaut, Seung Eun Yi, Jahir Gutierrez, Hamed Sadeghi, Kin Kwan Leung, Tristan Watson, Kathy Kornas, Tomi Poutanen, Maksims Volkovs, Laura Rosella
Publikováno v:
International Journal of Population Data Science, Vol 7, Iss 3 (2022)
There has been considerable growth in the development of machine learning models for clinical applications; however, less attention has been paid to applications at the health systems level. Here, we survey recent models developed using provincial ad
Externí odkaz:
https://doaj.org/article/259ca291377b424184f012bb32ae62a9
Autor:
Mathieu Ravaut, Hamed Sadeghi, Kin Kwan Leung, Maksims Volkovs, Kathy Kornas, Vinyas Harish, Tristan Watson, Gary F. Lewis, Alanna Weisman, Tomi Poutanen, Laura Rosella
Publikováno v:
npj Digital Medicine, Vol 4, Iss 1, Pp 1-12 (2021)
Abstract Across jurisdictions, government and health insurance providers hold a large amount of data from patient interactions with the healthcare system. We aimed to develop a machine learning-based model for predicting adverse outcomes due to diabe
Externí odkaz:
https://doaj.org/article/618f79c514f043dc8f26ffb41f8e1df6
Autor:
Daniel Ehrmann, Vinyas Harish, Felipe Morgado, Laura Rosella, Alistair Johnson, Briseida Mema, Mjaye Mazwi
Publikováno v:
Frontiers in Pediatrics, Vol 10 (2022)
Pediatric intensivists are bombarded with more patient data than ever before. Integration and interpretation of data from patient monitors and the electronic health record (EHR) can be cognitively expensive in a manner that results in delayed or subo
Externí odkaz:
https://doaj.org/article/73c45b1ffdf24b2cac0ee0dcaa1edcbd
Autor:
Claire de Oliveira, Evgenia Gatov, Laura Rosella, Simon Chen, Rachel Strauss, Mahmoud Azimaee, Elizabeth Paterno, Astrid Guttmann, Ministry of Children, Community and Social Services-ICES Working Group, Nelson Chong, Peter Ionescu, Sean Ji, Alexander Kopp, Annie Lan, Charlotte Ma, Miranda Pring, Priyanka Raj, Steven Ryan, Refik Saskin, Fiona Wong
Publikováno v:
International Journal of Population Data Science, Vol 7, Iss 1 (2022)
Background The linkage of records across administrative databases has become a powerful tool to increase information available to undertake research and analytics in a privacy protective manner. Objective The objective of this paper was to describe
Externí odkaz:
https://doaj.org/article/5ec94fbbb0d044b585e130ac96ddc630
Autor:
Gemma Postill, Regan Murray, Andrew S Wilton, Richard A Wells, Renee Sirbu, Mark J Daley, Laura Rosella
Publikováno v:
JMIR Public Health and Surveillance, Vol 8, Iss 2, p e32426 (2022)
BackgroundEarly estimates of excess mortality are crucial for understanding the impact of COVID-19. However, there is a lag of several months in the reporting of vital statistics mortality data for many jurisdictions, including across Canada. In Onta
Externí odkaz:
https://doaj.org/article/1de2dc926114454ba412ce4635c2a872