Cargando…
RadTranslate: An Artificial Intelligence–Powered Intervention for Urgent Imaging to Enhance Care Equity for Patients With Limited English Proficiency During the COVID-19 Pandemic
PURPOSE: Disproportionally high rates of coronavirus disease 2019 (COVID-19) have been noted among communities with limited English proficiency, resulting in an unmet need for improved multilingual care and interpreter services. To enhance multilingual care, the authors created a freely available we...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American College of Radiology
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847389/ https://www.ncbi.nlm.nih.gov/pubmed/33609456 http://dx.doi.org/10.1016/j.jacr.2021.01.013 |
_version_ | 1783644923532148736 |
---|---|
author | Chonde, Daniel B. Pourvaziri, Ali Williams, Joy McGowan, Jennifer Moskos, Margo Alvarez, Carmen Narayan, Anand K. Daye, Dania Flores, Efren J. Succi, Marc D. |
author_facet | Chonde, Daniel B. Pourvaziri, Ali Williams, Joy McGowan, Jennifer Moskos, Margo Alvarez, Carmen Narayan, Anand K. Daye, Dania Flores, Efren J. Succi, Marc D. |
author_sort | Chonde, Daniel B. |
collection | PubMed |
description | PURPOSE: Disproportionally high rates of coronavirus disease 2019 (COVID-19) have been noted among communities with limited English proficiency, resulting in an unmet need for improved multilingual care and interpreter services. To enhance multilingual care, the authors created a freely available web application, RadTranslate, that provides multilingual radiology examination instructions. The purpose of this study was to evaluate the implementation of this intervention in radiology. METHODS: The device-agnostic web application leverages artificial intelligence text-to-speech technology to provide standardized, human-like spoken examination instructions in the patient’s preferred language. Standardized phrases were collected from a consensus group consisting of technologists, radiologists, and ancillary staff members. RadTranslate was piloted in Spanish for chest radiography performed at a COVID-19 triage outpatient center that served a predominantly Spanish-speaking Latino community. Implementation included a tablet displaying the application in the chest radiography room. Imaging appointment duration was measured and compared between pre- and postimplementation groups. RESULTS: In the 63-day test period after launch, there were 1,267 application uses, with technologists voluntarily switching exclusively to RadTranslate for Spanish-speaking patients. The most used phrases were a general explanation of the examination (30% of total), followed by instructions to disrobe and remove any jewelry (12%). There was no significant difference in imaging appointment duration (11 ± 7 and 12 ± 3 min for standard of care versus RadTranslate, respectively), but variability was significantly lower when RadTranslate was used (P = .003). CONCLUSIONS: Artificial intelligence–aided multilingual audio instructions were successfully integrated into imaging workflows, reducing strain on medical interpreters and variance in throughput and resulting in more reliable average examination length. |
format | Online Article Text |
id | pubmed-7847389 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American College of Radiology |
record_format | MEDLINE/PubMed |
spelling | pubmed-78473892021-02-01 RadTranslate: An Artificial Intelligence–Powered Intervention for Urgent Imaging to Enhance Care Equity for Patients With Limited English Proficiency During the COVID-19 Pandemic Chonde, Daniel B. Pourvaziri, Ali Williams, Joy McGowan, Jennifer Moskos, Margo Alvarez, Carmen Narayan, Anand K. Daye, Dania Flores, Efren J. Succi, Marc D. J Am Coll Radiol Original Article PURPOSE: Disproportionally high rates of coronavirus disease 2019 (COVID-19) have been noted among communities with limited English proficiency, resulting in an unmet need for improved multilingual care and interpreter services. To enhance multilingual care, the authors created a freely available web application, RadTranslate, that provides multilingual radiology examination instructions. The purpose of this study was to evaluate the implementation of this intervention in radiology. METHODS: The device-agnostic web application leverages artificial intelligence text-to-speech technology to provide standardized, human-like spoken examination instructions in the patient’s preferred language. Standardized phrases were collected from a consensus group consisting of technologists, radiologists, and ancillary staff members. RadTranslate was piloted in Spanish for chest radiography performed at a COVID-19 triage outpatient center that served a predominantly Spanish-speaking Latino community. Implementation included a tablet displaying the application in the chest radiography room. Imaging appointment duration was measured and compared between pre- and postimplementation groups. RESULTS: In the 63-day test period after launch, there were 1,267 application uses, with technologists voluntarily switching exclusively to RadTranslate for Spanish-speaking patients. The most used phrases were a general explanation of the examination (30% of total), followed by instructions to disrobe and remove any jewelry (12%). There was no significant difference in imaging appointment duration (11 ± 7 and 12 ± 3 min for standard of care versus RadTranslate, respectively), but variability was significantly lower when RadTranslate was used (P = .003). CONCLUSIONS: Artificial intelligence–aided multilingual audio instructions were successfully integrated into imaging workflows, reducing strain on medical interpreters and variance in throughput and resulting in more reliable average examination length. American College of Radiology 2021-07 2021-01-31 /pmc/articles/PMC7847389/ /pubmed/33609456 http://dx.doi.org/10.1016/j.jacr.2021.01.013 Text en © 2021 American College of Radiology. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Original Article Chonde, Daniel B. Pourvaziri, Ali Williams, Joy McGowan, Jennifer Moskos, Margo Alvarez, Carmen Narayan, Anand K. Daye, Dania Flores, Efren J. Succi, Marc D. RadTranslate: An Artificial Intelligence–Powered Intervention for Urgent Imaging to Enhance Care Equity for Patients With Limited English Proficiency During the COVID-19 Pandemic |
title | RadTranslate: An Artificial Intelligence–Powered Intervention for Urgent Imaging to Enhance Care Equity for Patients With Limited English Proficiency During the COVID-19 Pandemic |
title_full | RadTranslate: An Artificial Intelligence–Powered Intervention for Urgent Imaging to Enhance Care Equity for Patients With Limited English Proficiency During the COVID-19 Pandemic |
title_fullStr | RadTranslate: An Artificial Intelligence–Powered Intervention for Urgent Imaging to Enhance Care Equity for Patients With Limited English Proficiency During the COVID-19 Pandemic |
title_full_unstemmed | RadTranslate: An Artificial Intelligence–Powered Intervention for Urgent Imaging to Enhance Care Equity for Patients With Limited English Proficiency During the COVID-19 Pandemic |
title_short | RadTranslate: An Artificial Intelligence–Powered Intervention for Urgent Imaging to Enhance Care Equity for Patients With Limited English Proficiency During the COVID-19 Pandemic |
title_sort | radtranslate: an artificial intelligence–powered intervention for urgent imaging to enhance care equity for patients with limited english proficiency during the covid-19 pandemic |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847389/ https://www.ncbi.nlm.nih.gov/pubmed/33609456 http://dx.doi.org/10.1016/j.jacr.2021.01.013 |
work_keys_str_mv | AT chondedanielb radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic AT pourvaziriali radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic AT williamsjoy radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic AT mcgowanjennifer radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic AT moskosmargo radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic AT alvarezcarmen radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic AT narayananandk radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic AT dayedania radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic AT floresefrenj radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic AT succimarcd radtranslateanartificialintelligencepoweredinterventionforurgentimagingtoenhancecareequityforpatientswithlimitedenglishproficiencyduringthecovid19pandemic |