Investigation of the use of a sensor bracelet for the presymptomatic detection of changes in physiological parameters related to COVID-19: an interim analysis of a prospective cohort study (COVI-GAPP)

Autor: Stefanie Aeschbacher, David Conen, Diederick E Grobbee, Raphael Twerenbold, Thomas Lung, Theo Rispens, Jakob Kjellberg, Lorenz Risch, Martin Risch, Marianna Mitratza, Harald Renz, Spiros Denaxas, Billy Franks, Diederick Grobbee, Martina Rothenbühler, Janneke Wijgert, Santiago Montes, Richard Dobson, Hans Reitsma, Christian Simon, Titia Leurink, Charisma Hehakaya, Patricia Bruijning, Kirsten Grossmann, Ornella C Weideli, Marc Kovac, Fiona Pereira, Nadia Wohlwend, Corina Risch, Dorothea Hillmann, Daniel Leibovitz, Vladimir Kovacevic, Andjela Markovic, Paul Klaver, Timo B Brakenhoff, George S Downward, Ariel Dowling, Maureen Cronin, Brianna M Goodale, Brianna Goodale, Ornella Weideli, Regien Stokman, Hans Van Dijk, Eric Houtman, Jon Bouwman, Kay Hage, Lotte Smets, Marcel van Willigen, Maui Chodura, Niki de Vink, Tessa Heikamp, Timo Brakenhoff, Wendy van Scherpenzeel, Wout Aarts, Alison Kuchta, Antonella Chiucchiuini, Steve Emby, Annemarijn Douwes, George Downward, Nathalie Vigot, Pieter Stolk, Duco Veen, Daniel Oberski, Amos Folarin, Pablo Fernandez Medina, Eskild Fredslund

Publikováno v: BMJ Open, Vol 12, Iss 6 (2022)

Externí odkaz: https://doaj.org/article/b1badc9ebb2148ef845a940ceb6d2222

Random measurement error: Why worry? An example of cardiovascular risk factors.

Autor: Timo B Brakenhoff, Maarten van Smeden, Frank L J Visseren, Rolf H H Groenwold

Publikováno v: PLoS ONE, Vol 13, Iss 2, p e0192298 (2018)

With the increased use of data not originally recorded for research, such as routine care data (or 'big data'), measurement error is bound to become an increasingly relevant problem in medical research. A common view among medical researchers on the

Externí odkaz: https://doaj.org/article/3910910c31474965ac1c370989eb950b

Investigation of the use of a sensor bracelet for the presymptomatic detection of changes in physiological parameters related to COVID-19: an interim analysis of a prospective cohort study (COVI-GAPP)

Autor: Martin, Risch, Kirsten, Grossmann, Stefanie, Aeschbacher, Ornella C, Weideli, Marc, Kovac, Fiona, Pereira, Nadia, Wohlwend, Corina, Risch, Dorothea, Hillmann, Thomas, Lung, Harald, Renz, Raphael, Twerenbold, Martina, Rothenbühler, Daniel, Leibovitz, Vladimir, Kovacevic, Andjela, Markovic, Paul, Klaver, Timo B, Brakenhoff, Billy, Franks, Marianna, Mitratza, George S, Downward, Ariel, Dowling, Santiago, Montes, Diederick E, Grobbee, Maureen, Cronin, David, Conen, Brianna M, Goodale, Lorenz, Risch, Jakob, Kjellberg

Publikováno v: BMJ Open, 12(6), 1. BMJ Publishing Group Ltd
Risch, Martin; Grossmann, Kirsten; Aeschbacher, Stefanie; Weideli, Ornella C; Kovac, Marc; Pereira, Fiona; Wohlwend, Nadia; Risch, Corina; Hillmann, Dorothea; Lung, Thomas; Renz, Harald; Twerenbold, Raphael; Rothenbühler, Martina; Leibovitz, Daniel; Kovacevic, Vladimir; Markovic, Andjela; Klaver, Paul; Brakenhoff, Timo B; Franks, Billy; Mitratza, Marianna; ... (2022). Investigation of the use of a sensor bracelet for the presymptomatic detection of changes in physiological parameters related to COVID-19: an interim analysis of a prospective cohort study (COVI-GAPP). BMJ open, 12(6), e058274. BMJ Publishing Group 10.1136/bmjopen-2021-058274
BMJ Open

ObjectivesWe investigated machinelearningbased identification of presymptomatic COVID-19 and detection of infection-related changes in physiology using a wearable device.DesignInterim analysis of a prospective cohort study.Setting, participants and i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fe157ed9f71eb94cdf4cc5a2e08e70cd
https://pubmed.ncbi.nlm.nih.gov/35728900

Investigation of the Use of a Sensor Bracelet for the Pre-Symptomatic Detection of COVID-19: A National Cohort Study (COVI-Gapp)

Autor: Lorenz Risch, Marianna Mitratza, Paul Klaver, Harald Renz, Kirsten Grossmann, Corina Risch, Timo B. Brakenhoff, Martin Risch, Fiona Pereira, Ariel V. Dowling, George S. Downward, Billy Franks, Daniel Leibovitz, David Conen, Vladimir Kovacevic, Santiago Montes, Marc Kovac, Dorothea Hillmann, Raphael Twerenbold, Ornella C. Weideli, Maureen Cronin, Martina Rothenbühler, Stefanie Aeschbacher, Nadia Wohlwend, Diederick E. Grobbee, Brianna M. Goodale, Thomas Lung

Publikováno v: SSRN Electronic Journal.

Background: We investigated machine learning based identification of the pre-symptomatic coronavirus disease 2019 (COVID-19) and detection of infection-related changes in physiology using a wearable device (the Ava bracelet). Methods: Participants fr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c733bc75c1dc9ea21b50b4bd6e05a5d0
https://doi.org/10.2139/ssrn.3900401

Measurement error is often neglected in medical literature: a systematic review

Autor: Maarten van Smeden, Karel G.M. Moons, Timo B. Brakenhoff, Rolf H.H. Groenwold, Marian Mitroiu, Ruth H. Keogh

Publikováno v: Journal of Clinical Epidemiology, 98, 89. Elsevier USA

Objectives In medical research, covariates (e.g., exposure and confounder variables) are often measured with error. While it is well accepted that this introduces bias and imprecision in exposure-outcome relations, it is unclear to what extent such i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::92cea2312ccdd64f43d776560a83032a
https://doi.org/10.1016/j.jclinepi.2018.02.023