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New report preparation system for endoscopic procedures using speech recognition technology

BACKGROUND AND STUDY AIMS:  We developed a new reporting system based on structured data entry, which selectively extracts only endoscopic findings from endoscopists’ oral statements and automatically inputs them into appropriate columns in real time during endoscopic procedures. METHODS:  We compar...

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Autores principales: Takao, Toshitatsu, Masumura, Ryo, Sakauchi, Sumitaka, Ohara, Yoshiko, Bilgic, Elif, Umegaki, Eiji, Kutsumi, Hiromu, Azuma, Takeshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: © Georg Thieme Verlag KG 2018
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5985938/
https://www.ncbi.nlm.nih.gov/pubmed/29872689
http://dx.doi.org/10.1055/a-0579-6494
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author Takao, Toshitatsu
Masumura, Ryo
Sakauchi, Sumitaka
Ohara, Yoshiko
Bilgic, Elif
Umegaki, Eiji
Kutsumi, Hiromu
Azuma, Takeshi
author_facet Takao, Toshitatsu
Masumura, Ryo
Sakauchi, Sumitaka
Ohara, Yoshiko
Bilgic, Elif
Umegaki, Eiji
Kutsumi, Hiromu
Azuma, Takeshi
author_sort Takao, Toshitatsu
collection PubMed
description BACKGROUND AND STUDY AIMS:  We developed a new reporting system based on structured data entry, which selectively extracts only endoscopic findings from endoscopists’ oral statements and automatically inputs them into appropriate columns in real time during endoscopic procedures. METHODS:  We compared the time for endoscopic procedures and report preparation (ER time) by using an esophagogastroduodenoscopy simulator in three groups: one preparing reports using a mouse after endoscopic procedures (CE group); a second group preparing reports by using voice alone during endoscopic procedures (SR group); and the final group preparing reports by operating the system with a foot switch and inputting findings using voice during endoscopic procedures (SR + FS group). For the SR and SR + FS groups, we identified the recognition rates of the speech recognition system. RESULTS:  Mean ER times for cases with three findings each were 162, 130 and 119 seconds in the CE, SR and SR + FS groups, respectively. The mean ER times for cases with six findings each were 220, 144 and 128 seconds, respectively. The times in the SR and SR + FS groups were significantly shorter than that in the CE group ( P  < 0.017). The recognition rate of the SR group for cases with three findings each was 98.4 %, and 97.6 % in the same group for cases with six findings each. The rates in the SR + FS group were 95.2 % and 98.4 %, respectively. CONCLUSION:  Our reporting system was demonstrated to allow an endoscopist to efficiently complete the report in real time during endoscopic procedures.
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spelling pubmed-59859382018-06-05 New report preparation system for endoscopic procedures using speech recognition technology Takao, Toshitatsu Masumura, Ryo Sakauchi, Sumitaka Ohara, Yoshiko Bilgic, Elif Umegaki, Eiji Kutsumi, Hiromu Azuma, Takeshi Endosc Int Open BACKGROUND AND STUDY AIMS:  We developed a new reporting system based on structured data entry, which selectively extracts only endoscopic findings from endoscopists’ oral statements and automatically inputs them into appropriate columns in real time during endoscopic procedures. METHODS:  We compared the time for endoscopic procedures and report preparation (ER time) by using an esophagogastroduodenoscopy simulator in three groups: one preparing reports using a mouse after endoscopic procedures (CE group); a second group preparing reports by using voice alone during endoscopic procedures (SR group); and the final group preparing reports by operating the system with a foot switch and inputting findings using voice during endoscopic procedures (SR + FS group). For the SR and SR + FS groups, we identified the recognition rates of the speech recognition system. RESULTS:  Mean ER times for cases with three findings each were 162, 130 and 119 seconds in the CE, SR and SR + FS groups, respectively. The mean ER times for cases with six findings each were 220, 144 and 128 seconds, respectively. The times in the SR and SR + FS groups were significantly shorter than that in the CE group ( P  < 0.017). The recognition rate of the SR group for cases with three findings each was 98.4 %, and 97.6 % in the same group for cases with six findings each. The rates in the SR + FS group were 95.2 % and 98.4 %, respectively. CONCLUSION:  Our reporting system was demonstrated to allow an endoscopist to efficiently complete the report in real time during endoscopic procedures. © Georg Thieme Verlag KG 2018-06 2018-05-25 /pmc/articles/PMC5985938/ /pubmed/29872689 http://dx.doi.org/10.1055/a-0579-6494 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License, which permits unrestricted reproduction and distribution, for non-commercial purposes only; and use and reproduction, but not distribution, of adapted material for non-commercial purposes only, provided the original work is properly cited.
spellingShingle Takao, Toshitatsu
Masumura, Ryo
Sakauchi, Sumitaka
Ohara, Yoshiko
Bilgic, Elif
Umegaki, Eiji
Kutsumi, Hiromu
Azuma, Takeshi
New report preparation system for endoscopic procedures using speech recognition technology
title New report preparation system for endoscopic procedures using speech recognition technology
title_full New report preparation system for endoscopic procedures using speech recognition technology
title_fullStr New report preparation system for endoscopic procedures using speech recognition technology
title_full_unstemmed New report preparation system for endoscopic procedures using speech recognition technology
title_short New report preparation system for endoscopic procedures using speech recognition technology
title_sort new report preparation system for endoscopic procedures using speech recognition technology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5985938/
https://www.ncbi.nlm.nih.gov/pubmed/29872689
http://dx.doi.org/10.1055/a-0579-6494
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