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Digitizing clinical trials
Clinical trials are a fundamental tool used to evaluate the efficacy and safety of new drugs and medical devices and other health system interventions. The traditional clinical trials system acts as a quality funnel for the development and implementation of new drugs, devices and health system inter...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395804/ https://www.ncbi.nlm.nih.gov/pubmed/32821856 http://dx.doi.org/10.1038/s41746-020-0302-y |
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author | Inan, O. T. Tenaerts, P. Prindiville, S. A. Reynolds, H. R. Dizon, D. S. Cooper-Arnold, K. Turakhia, M. Pletcher, M. J. Preston, K. L. Krumholz, H. M. Marlin, B. M. Mandl, K. D. Klasnja, P. Spring, B. Iturriaga, E. Campo, R. Desvigne-Nickens, P. Rosenberg, Y. Steinhubl, S. R. Califf, R. M. |
author_facet | Inan, O. T. Tenaerts, P. Prindiville, S. A. Reynolds, H. R. Dizon, D. S. Cooper-Arnold, K. Turakhia, M. Pletcher, M. J. Preston, K. L. Krumholz, H. M. Marlin, B. M. Mandl, K. D. Klasnja, P. Spring, B. Iturriaga, E. Campo, R. Desvigne-Nickens, P. Rosenberg, Y. Steinhubl, S. R. Califf, R. M. |
author_sort | Inan, O. T. |
collection | PubMed |
description | Clinical trials are a fundamental tool used to evaluate the efficacy and safety of new drugs and medical devices and other health system interventions. The traditional clinical trials system acts as a quality funnel for the development and implementation of new drugs, devices and health system interventions. The concept of a “digital clinical trial” involves leveraging digital technology to improve participant access, engagement, trial-related measurements, and/or interventions, enable concealed randomized intervention allocation, and has the potential to transform clinical trials and to lower their cost. In April 2019, the US National Institutes of Health (NIH) and the National Science Foundation (NSF) held a workshop bringing together experts in clinical trials, digital technology, and digital analytics to discuss strategies to implement the use of digital technologies in clinical trials while considering potential challenges. This position paper builds on this workshop to describe the current state of the art for digital clinical trials including (1) defining and outlining the composition and elements of digital trials; (2) describing recruitment and retention using digital technology; (3) outlining data collection elements including mobile health, wearable technologies, application programming interfaces (APIs), digital transmission of data, and consideration of regulatory oversight and guidance for data security, privacy, and remotely provided informed consent; (4) elucidating digital analytics and data science approaches leveraging artificial intelligence and machine learning algorithms; and (5) setting future priorities and strategies that should be addressed to successfully harness digital methods and the myriad benefits of such technologies for clinical research. |
format | Online Article Text |
id | pubmed-7395804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-73958042020-08-18 Digitizing clinical trials Inan, O. T. Tenaerts, P. Prindiville, S. A. Reynolds, H. R. Dizon, D. S. Cooper-Arnold, K. Turakhia, M. Pletcher, M. J. Preston, K. L. Krumholz, H. M. Marlin, B. M. Mandl, K. D. Klasnja, P. Spring, B. Iturriaga, E. Campo, R. Desvigne-Nickens, P. Rosenberg, Y. Steinhubl, S. R. Califf, R. M. NPJ Digit Med Perspective Clinical trials are a fundamental tool used to evaluate the efficacy and safety of new drugs and medical devices and other health system interventions. The traditional clinical trials system acts as a quality funnel for the development and implementation of new drugs, devices and health system interventions. The concept of a “digital clinical trial” involves leveraging digital technology to improve participant access, engagement, trial-related measurements, and/or interventions, enable concealed randomized intervention allocation, and has the potential to transform clinical trials and to lower their cost. In April 2019, the US National Institutes of Health (NIH) and the National Science Foundation (NSF) held a workshop bringing together experts in clinical trials, digital technology, and digital analytics to discuss strategies to implement the use of digital technologies in clinical trials while considering potential challenges. This position paper builds on this workshop to describe the current state of the art for digital clinical trials including (1) defining and outlining the composition and elements of digital trials; (2) describing recruitment and retention using digital technology; (3) outlining data collection elements including mobile health, wearable technologies, application programming interfaces (APIs), digital transmission of data, and consideration of regulatory oversight and guidance for data security, privacy, and remotely provided informed consent; (4) elucidating digital analytics and data science approaches leveraging artificial intelligence and machine learning algorithms; and (5) setting future priorities and strategies that should be addressed to successfully harness digital methods and the myriad benefits of such technologies for clinical research. Nature Publishing Group UK 2020-07-31 /pmc/articles/PMC7395804/ /pubmed/32821856 http://dx.doi.org/10.1038/s41746-020-0302-y Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Perspective Inan, O. T. Tenaerts, P. Prindiville, S. A. Reynolds, H. R. Dizon, D. S. Cooper-Arnold, K. Turakhia, M. Pletcher, M. J. Preston, K. L. Krumholz, H. M. Marlin, B. M. Mandl, K. D. Klasnja, P. Spring, B. Iturriaga, E. Campo, R. Desvigne-Nickens, P. Rosenberg, Y. Steinhubl, S. R. Califf, R. M. Digitizing clinical trials |
title | Digitizing clinical trials |
title_full | Digitizing clinical trials |
title_fullStr | Digitizing clinical trials |
title_full_unstemmed | Digitizing clinical trials |
title_short | Digitizing clinical trials |
title_sort | digitizing clinical trials |
topic | Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395804/ https://www.ncbi.nlm.nih.gov/pubmed/32821856 http://dx.doi.org/10.1038/s41746-020-0302-y |
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