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Impact of the Implementation of a National AI Technology Programme on Cardiovascular Outcomes and the Health System, 2021-2024
Creator
Fairbairn, T, Liverpool Heart and chest Hospital
Study number / PID
857706 (UKDA)
10.5255/UKDA-SN-857706 (DOI)
Data access
Open
Series
Not available
Abstract
In 2018, NHS England introduced a new Artificial Intelligence (AI) decision support technology into the health system in order to improve the diagnostic pathway of patients who were being investigated for suspected coronary artery disease.
The primary aim of the FISH and CHIPS study was to assess the impact of this health intervention by determining the differences in health-related events of a stable chest pain population undergoing Coronary Computed Tomography Angiography (CCTA) and Fractional Flow Reserve (FFR-CT), compared to a previous ‘standard of care’ diagnostic chest pain pathway of CCTA and non-invasive functional testing.
This is a multi-centre, retrospective, observational analytic cohort study design. The study utilised the electronic health record (EHR) data already collected by NHS England on all patients that underwent a CCTA for the assessment of coronary artery disease over a 3-year period (April 2017-April 2020). All patients were treated in accordance with the latest NICE clinical guidance (CG 95 2016). Healthcare data was used to determine clinical outcomes (heart attacks, death, cardiac death), procedures performed (invasive angiography, percutaneous stenting and surgical bypass grafting) and heart diagnostic tests up to 24 months following the index CCTA. Costs are determined from the NHS national tariff system.Chest pain may be a symptom that is related to a narrowing of the heart blood vessels (coronary artery disease [CAD]). This chest pain, known as angina, can result in a reduced quality of life and, if not diagnosed and managed appropriately, could result in a heart attack. Coronary disease remains the largest cause of death in the United Kingdom today, with one death every 4 minutes. Guidelines recommend the use of tests to help diagnose and manage chest pain 'angina' patients. Coronary computed tomography angiography (CCTA) is a test that takes images of the heart blood vessels. It is the main test for patients presenting...
Terminology used is generally based on DDI controlled vocabularies: Time Method, Analysis Unit, Sampling Procedure and Mode of Collection, available at CESSDA Vocabulary Service.
Methodology
Data collection period
22/07/2021 - 21/07/2024
Country
United Kingdom
Time dimension
Not available
Analysis unit
Individual
Universe
Not available
Sampling procedure
Not available
Kind of data
Text
Data collection mode
This is a multi-centre, retrospective, observational analytic cohort study design. The study will utilise the electronic health record (EHR) data already collected by NHS England on all patients that underwent a CCTA for the assessment of coronary artery disease over a 3-year period (April 2017-April 2020). All patients were treated in accordance with the latest NICE clinical guidance (CG 95 2016). Healthcare data will be collected from 6 months prior to and 12 months following the index CCTA. Hospital admissions data collected will include inpatient hospital admissions, outpatient visits, cardiovascular diagnostic tests and procedures. All subsequent clinical events including myocardial infarction and all-cause death will be measured as clinical outcomes. Costs are determined from the NHS national tariff system.
Funding information
Grant number
MR/T024933/1
Access
Publisher
UK Data Service
Publication year
2025
Terms of data access
The Data Collection is available to any user without the requirement for registration for download/access.