Zobrazeno 1 - 10
of 22
pro vyhledávání: '"Jessica Gronsbell"'
Autor:
Jue Hou, Rachel Zhao, Jessica Gronsbell, Yucong Lin, Clara-Lea Bonzel, Qingyi Zeng, Sinian Zhang, Brett K Beaulieu-Jones, Griffin M Weber, Thomas Jemielita, Shuyan Sabrina Wan, Chuan Hong, Tianrun Cai, Jun Wen, Vidul Ayakulangara Panickan, Kai-Li Liaw, Katherine Liao, Tianxi Cai
Publikováno v:
Journal of Medical Internet Research, Vol 25, p e45662 (2023)
Although randomized controlled trials (RCTs) are the gold standard for establishing the efficacy and safety of a medical treatment, real-world evidence (RWE) generated from real-world data has been vital in postapproval monitoring and is being promot
Externí odkaz:
https://doaj.org/article/675e1c79c8b6440db4e28b056e8e8083
Autor:
Sumeet Kalia, Michelle Greiver, Frank Sullivan, Ervin Sejdic, Michael Escobar, Jessica Gronsbell, Braden O'Neill, Christopher Meaney, Conrad Pow, Olli Saarela, Rahim Moineddin, Tao Chen, Babak Aliarzadeh
Publikováno v:
International Journal of Population Data Science, Vol 7, Iss 3 (2022)
Although machine learning has permeated many disciplines, the convergence of causal methods and machine learning remains sparse in the existing literature. Our aim was to formulate a marginal structural model in which we envisioned hypothetical (i.e.
Externí odkaz:
https://doaj.org/article/0179e406ef87479e84b3f5b235101cc0
Autor:
Stefanie Nickels, Matthew D Edwards, Sarah F Poole, Dale Winter, Jessica Gronsbell, Bella Rozenkrants, David P Miller, Mathias Fleck, Alan McLean, Bret Peterson, Yuanwei Chen, Alan Hwang, David Rust-Smith, Arthur Brant, Andrew Campbell, Chen Chen, Collin Walter, Patricia A Arean, Honor Hsin, Lance J Myers, William J Marks Jr, Jessica L Mega, Danielle A Schlosser, Andrew J Conrad, Robert M Califf, Menachem Fromer
Publikováno v:
JMIR Mental Health, Vol 8, Iss 8, p e27589 (2021)
BackgroundAlthough effective mental health treatments exist, the ability to match individuals to optimal treatments is poor, and timely assessment of response is difficult. One reason for these challenges is the lack of objective measurement of psych
Externí odkaz:
https://doaj.org/article/1b33f9699802415a970896202bb3b944
Autor:
Ellen Stephenson, Debra A Butt, Jessica Gronsbell, Catherine Ji, Braden O'Neill, Noah Crampton, Karen Tu
Publikováno v:
PLoS ONE, Vol 16, Iss 8, p e0255992 (2021)
PurposeWe aimed to determine the degree to which reasons for primary care visits changed during the COVID-19 pandemic.MethodsWe used data from the University of Toronto Practice Based Research Network (UTOPIAN) to compare the most common reasons for
Externí odkaz:
https://doaj.org/article/4b5135961e374190b5329ba7400866ab
Autor:
Sarah F Poole, Jessica Gronsbell, Dale Winter, Stefanie Nickels, Roie Levy, Bin Fu, Maximilien Burq, Sohrab Saeb, Matthew D Edwards, Michael K Behr, Vignesh Kumaresan, Alexander R Macalalad, Sneh Shah, Michelle Prevost, Nigel Snoad, Michael P Brenner, Lance J Myers, Paul Varghese, Robert M Califf, Vindell Washington, Vivian S Lee, Menachem Fromer
Publikováno v:
PLoS ONE, Vol 16, Iss 8, p e0254798 (2021)
As society has moved past the initial phase of the COVID-19 crisis that relied on broad-spectrum shutdowns as a stopgap method, industries and institutions have faced the daunting question of how to return to a stabilized state of activities and more
Externí odkaz:
https://doaj.org/article/819af61d30ee4049861b098253ef316a
Publikováno v:
Journal of the Royal Statistical Society Series B: Statistical Methodology. 84:1353-1391
In many contemporary applications, large amounts of unlabelled data are readily available while labelled examples are limited. There has been substantial interest in semi-supervised learning (SSL) which aims to leverage unlabelled data to improve est
Autor:
Jue Hou, Rachel Zhao, Jessica Gronsbell, Yucong Lin, Clara-Lea Bonzel, Qingyi Zeng, Sinian Zhang, Brett K Beaulieu-Jones, Griffin M Weber, Thomas Jemielita, Shuyan Sabrina Wan, Chuan Hong, Tianrun Cai, Jun Wen, Vidul Ayakulangara Panickan, Kai-Li Liaw, Katherine Liao, Tianxi Cai
UNSTRUCTURED Although randomized controlled trials (RCTs) are the gold standard for establishing the efficacy and safety of a medical treatment, real-world evidence (RWE) generated from real-world data has been vital in postapproval monitoring and is
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f545facc6d5425ca328127b5a1eea223
https://doi.org/10.2196/preprints.45662
https://doi.org/10.2196/preprints.45662
While population biobanks have dramatically expanded opportunities for genomewide association studies (GWAS), these large-scale analyses bring new statistical challenges. A key bottleneck is that phenotypes of interest are often partially missing. Fo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a83a6f77ddbcc87a4cb0d69123c8f403
https://doi.org/10.1101/2022.12.12.520180
https://doi.org/10.1101/2022.12.12.520180
Autor:
Ellen Stephenson, Abban Yusuf, Jessica Gronsbell, Karen Tu, Osnat Melamed, Tezeta Mitiku, Peter Selby, Braden O’Neill
Publikováno v:
Canadian journal of psychiatry. Revue canadienne de psychiatrie.
Objective To investigate how primary care access, intensity and quality of care changed among patients living with schizophrenia before and after the onset of the COVID-19 pandemic in Ontario, Canada. Methods This cohort study was performed using pri
Autor:
Ellen Stephenson, Karen Tu, Catherine Ji, Debra Butt, Noah Crampton, Jessica Gronsbell, Sumeet Kalia, Braden O’Neill
Publikováno v:
Annals of family medicine. 20(20 Suppl 1)
Many people have experienced poorer mental health and increased distress during the COVID-19 pandemic. It is unclear to what extent this has resulted in increases in the number of patients presenting with anxiety and/or depression in primary care.To