Artificial intelligence to improve the detection and risk stratification of acute pulmonary embolism (AID-PE): protocol for a pragmatic quasi-experimental comparator study.

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Title: Artificial intelligence to improve the detection and risk stratification of acute pulmonary embolism (AID-PE): protocol for a pragmatic quasi-experimental comparator study.
Authors: Gunning SGS; Department of Research and Development, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK., Page J; Department of Research and Development, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.; Department of Respiratory, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK., Rossdale J; Department of Research and Development, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK., Charters PFP; Department of Radiology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK., Hudson B; Department of Radiology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK., Lyen S; Department of Radiology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK., Mackenzie Ross R; Department of Respiratory, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK., Seatter A; Department of Research and Development, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK., Bartlett JW; Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK., Austin L; Department for Health, University of Bath, Bath, UK., Myring G; The National Institute for Health and Care Research Applied Research Collaboration West (NIHR ARC West), University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK.; Health Economics and Health Policy at Bristol (HEHP@Bristol), University of Bristol, Bristol, UK., McLeod H; The National Institute for Health and Care Research Applied Research Collaboration West (NIHR ARC West), University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK.; Health Economics and Health Policy at Bristol (HEHP@Bristol), University of Bristol, Bristol, UK., Mitchell P; The National Institute for Health and Care Research Applied Research Collaboration West (NIHR ARC West), University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK.; Health Economics and Health Policy at Bristol (HEHP@Bristol), University of Bristol, Bristol, UK., Stimpson D; Bath Pulmonary Hypertension Patient Advisory Group, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK., Cookson A; Department of Mechanical Engineering, University of Bath, Bath, England, UK., Suntharalingam J; Department of Respiratory, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.; Department of Life Sciences, University of Bath, Bath, UK., Rodrigues JCL; Department of Radiology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK j.rodrigues1@nhs.net.; Department of Health, University of Bath, Bath, UK.
Source: BMJ open [BMJ Open] 2026 Feb 12; Vol. 16 (2), pp. e111826. Date of Electronic Publication: 2026 Feb 12.
Publication Type: Journal Article
Journal Info: Publisher: BMJ Publishing Group Ltd Country of Publication: England NLM ID: 101552874 Publication Model: Electronic Cited Medium: Internet ISSN: 2044-6055 (Electronic) Linking ISSN: 20446055 NLM ISO Abbreviation: BMJ Open Subsets: MEDLINE
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  Data: Artificial intelligence to improve the detection and risk stratification of acute pulmonary embolism (AID-PE): protocol for a pragmatic quasi-experimental comparator study.
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  Data: <searchLink fieldCode="AU" term="%22Gunning+SGS%22">Gunning SGS</searchLink>; Department of Research and Development, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Page+J%22">Page J</searchLink>; Department of Research and Development, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.; Department of Respiratory, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Rossdale+J%22">Rossdale J</searchLink>; Department of Research and Development, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Charters+PFP%22">Charters PFP</searchLink>; Department of Radiology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Hudson+B%22">Hudson B</searchLink>; Department of Radiology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Lyen+S%22">Lyen S</searchLink>; Department of Radiology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Mackenzie+Ross+R%22">Mackenzie Ross R</searchLink>; Department of Respiratory, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Seatter+A%22">Seatter A</searchLink>; Department of Research and Development, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Bartlett+JW%22">Bartlett JW</searchLink>; Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK.<br /><searchLink fieldCode="AU" term="%22Austin+L%22">Austin L</searchLink>; Department for Health, University of Bath, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Myring+G%22">Myring G</searchLink>; The National Institute for Health and Care Research Applied Research Collaboration West (NIHR ARC West), University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK.; Health Economics and Health Policy at Bristol (HEHP@Bristol), University of Bristol, Bristol, UK.<br /><searchLink fieldCode="AU" term="%22McLeod+H%22">McLeod H</searchLink>; The National Institute for Health and Care Research Applied Research Collaboration West (NIHR ARC West), University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK.; Health Economics and Health Policy at Bristol (HEHP@Bristol), University of Bristol, Bristol, UK.<br /><searchLink fieldCode="AU" term="%22Mitchell+P%22">Mitchell P</searchLink>; The National Institute for Health and Care Research Applied Research Collaboration West (NIHR ARC West), University Hospitals Bristol and Weston NHS Foundation Trust, Bristol, UK.; Health Economics and Health Policy at Bristol (HEHP@Bristol), University of Bristol, Bristol, UK.<br /><searchLink fieldCode="AU" term="%22Stimpson+D%22">Stimpson D</searchLink>; Bath Pulmonary Hypertension Patient Advisory Group, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Cookson+A%22">Cookson A</searchLink>; Department of Mechanical Engineering, University of Bath, Bath, England, UK.<br /><searchLink fieldCode="AU" term="%22Suntharalingam+J%22">Suntharalingam J</searchLink>; Department of Respiratory, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK.; Department of Life Sciences, University of Bath, Bath, UK.<br /><searchLink fieldCode="AU" term="%22Rodrigues+JCL%22">Rodrigues JCL</searchLink>; Department of Radiology, Royal United Hospitals Bath NHS Foundation Trust, Bath, UK j.rodrigues1@nhs.net.; Department of Health, University of Bath, Bath, UK.
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