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A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study

BACKGROUND: Use of computed tomography pulmonary angiography (CTPA) in the assessment of pulmonary embolism (PE) has markedly increased over the past two decades. While this technology has improved the accuracy of radiological testing for PE, CTPA also carries the risk of substantial iatrogenic harm...

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Autores principales: Richardson, Safiya, Solomon, Philip, O'Connell, Alexander, Khan, Sundas, Gong, Jonathan, Makhnevich, Alex, Qiu, Guang, Zhang, Meng, McGinn, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6231863/
https://www.ncbi.nlm.nih.gov/pubmed/30361200
http://dx.doi.org/10.2196/medinform.9957
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author Richardson, Safiya
Solomon, Philip
O'Connell, Alexander
Khan, Sundas
Gong, Jonathan
Makhnevich, Alex
Qiu, Guang
Zhang, Meng
McGinn, Thomas
author_facet Richardson, Safiya
Solomon, Philip
O'Connell, Alexander
Khan, Sundas
Gong, Jonathan
Makhnevich, Alex
Qiu, Guang
Zhang, Meng
McGinn, Thomas
author_sort Richardson, Safiya
collection PubMed
description BACKGROUND: Use of computed tomography pulmonary angiography (CTPA) in the assessment of pulmonary embolism (PE) has markedly increased over the past two decades. While this technology has improved the accuracy of radiological testing for PE, CTPA also carries the risk of substantial iatrogenic harm. Each CTPA carries a 14% risk of contrast-induced nephropathy and a lifetime malignancy risk that can be as high as 2.76%. The appropriate use of CTPA can be estimated by monitoring the CTPA yield, the percentage of tests positive for PE. This is the first study to propose and validate a computerized method for measuring the CTPA yield in the emergency department (ED). OBJECTIVE: The objective of our study was to assess the validity of a novel computerized method of calculating the CTPA yield in the ED. METHODS: The electronic health record databases at two tertiary care academic hospitals were queried for CTPA orders completed in the ED over 1-month periods. These visits were linked with an inpatient admission with a discharge diagnosis of PE based on the International Classification of Diseases codes. The computerized the CTPA yield was calculated as the number of CTPA orders with an associated inpatient discharge diagnosis of PE divided by the total number of orders for completed CTPA. This computerized method was then validated by 2 independent reviewers performing a manual chart review, which included reading the free-text radiology reports for each CTPA. RESULTS: A total of 349 CTPA orders were completed during the 1-month periods at the two institutions. Of them, acute PE was diagnosed on CTPA in 28 studies, with a CTPA yield of 7.7%. The computerized method correctly identified 27 of 28 scans positive for PE. The one discordant scan was tied to a patient who was discharged directly from the ED and, as a result, never received an inpatient discharge diagnosis. CONCLUSIONS: This is the first successful validation study of a computerized method for calculating the CTPA yield in the ED. This method for data extraction allows for an accurate determination of the CTPA yield and is more efficient than manual chart review. With this ability, health care systems can monitor the appropriate use of CTPA and the effect of interventions to reduce overuse and decrease preventable iatrogenic harm.
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spelling pubmed-62318632018-12-03 A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study Richardson, Safiya Solomon, Philip O'Connell, Alexander Khan, Sundas Gong, Jonathan Makhnevich, Alex Qiu, Guang Zhang, Meng McGinn, Thomas JMIR Med Inform Original Paper BACKGROUND: Use of computed tomography pulmonary angiography (CTPA) in the assessment of pulmonary embolism (PE) has markedly increased over the past two decades. While this technology has improved the accuracy of radiological testing for PE, CTPA also carries the risk of substantial iatrogenic harm. Each CTPA carries a 14% risk of contrast-induced nephropathy and a lifetime malignancy risk that can be as high as 2.76%. The appropriate use of CTPA can be estimated by monitoring the CTPA yield, the percentage of tests positive for PE. This is the first study to propose and validate a computerized method for measuring the CTPA yield in the emergency department (ED). OBJECTIVE: The objective of our study was to assess the validity of a novel computerized method of calculating the CTPA yield in the ED. METHODS: The electronic health record databases at two tertiary care academic hospitals were queried for CTPA orders completed in the ED over 1-month periods. These visits were linked with an inpatient admission with a discharge diagnosis of PE based on the International Classification of Diseases codes. The computerized the CTPA yield was calculated as the number of CTPA orders with an associated inpatient discharge diagnosis of PE divided by the total number of orders for completed CTPA. This computerized method was then validated by 2 independent reviewers performing a manual chart review, which included reading the free-text radiology reports for each CTPA. RESULTS: A total of 349 CTPA orders were completed during the 1-month periods at the two institutions. Of them, acute PE was diagnosed on CTPA in 28 studies, with a CTPA yield of 7.7%. The computerized method correctly identified 27 of 28 scans positive for PE. The one discordant scan was tied to a patient who was discharged directly from the ED and, as a result, never received an inpatient discharge diagnosis. CONCLUSIONS: This is the first successful validation study of a computerized method for calculating the CTPA yield in the ED. This method for data extraction allows for an accurate determination of the CTPA yield and is more efficient than manual chart review. With this ability, health care systems can monitor the appropriate use of CTPA and the effect of interventions to reduce overuse and decrease preventable iatrogenic harm. JMIR Publications 2018-10-25 /pmc/articles/PMC6231863/ /pubmed/30361200 http://dx.doi.org/10.2196/medinform.9957 Text en ©Safiya Richardson, Philip Solomon, Alexander O'Connell, Sundas Khan, Jonathan Gong, Alex Makhnevich, Guang Qiu, Meng Zhang, Thomas McGinn. Originally published in JMIR Medical Informatics (http://medinform.jmir.org), 25.10.2018. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on http://medinform.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Richardson, Safiya
Solomon, Philip
O'Connell, Alexander
Khan, Sundas
Gong, Jonathan
Makhnevich, Alex
Qiu, Guang
Zhang, Meng
McGinn, Thomas
A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study
title A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study
title_full A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study
title_fullStr A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study
title_full_unstemmed A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study
title_short A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study
title_sort computerized method for measuring computed tomography pulmonary angiography yield in the emergency department: validation study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6231863/
https://www.ncbi.nlm.nih.gov/pubmed/30361200
http://dx.doi.org/10.2196/medinform.9957
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