Fördjupning
Nedan finns länkar till forskningsartiklar, rapporter och annat för vidareläsning och fördjupning om projektets olika delar och resultat.
VAI
Projektansökan: Inkubator för nationella plattformar för systematisk klinisk validering av AI inom bilddiagnostik,
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Slutrapport för VAI: Vinnova.
VAI-B
VAI-B: a multicenter platform for the external validation of artificial intelligence algorithms in breast imaging, Journal of Medical Imaging, Vol. 10, Issue 6, 061404 (March 2023).
Evaluating the clinical impact of a panel of potential mistakes in the validation of AI for screening mammography – a retrospective study on the Swedish VAI.B platform
Journal of Medical Imaging, LÄNK?
Validering av artificiell intelligens för klinisk implementering
Läkartidningen, 28 juni, 2023
Nationell valideringsplattform för AI inom mammografiscreening (VAI-B), Regionala cancercentrum i samverkan, 2022
Bröstcancerförbundets engagemang i VAI-B, slutrapport
VAI-S
Accuracy of automated intracerebral hemorrhage volume measurement on non-contrast computed tomography: a Swedish Stroke Register cohort study. Neuroradiology. 2023 Mar;65(3):479-488.
Computed tomography in acute intracerebral hemorrhage: neuroimaging predictors of hematoma expansion and outcome. Insights Imaging. 2022 Nov 22;13(1):180.
Radiological features of brain hemorrhage through automated segmentation from computed tomography in stroke and traumatic brain injury. Front Neurol. 2023 Sep 28; 14:1244672. PMID: 37840934; PMCID: PMC10568013.
Evaluation of CINA® LVO artificial intelligence software for detection of large vessel occlusion in brain CT angiography. Eur J Radiol Open. 2023 Dec 15; 12:100542.
The Potential Extent of Introduction of Minimally Invasive Intracerebral Hemorrhage Removal in Clinical Routing Healthcare. Frontiers of Stroke, 17 May, volume 3, 2024
Diagnostic accuracy and radiological validation of intracerebral hemorrhage diagnosis in the Swedish Stroke Register (Riksstroke). Eur J Neurol. 2024 Jul 15: e16413.
Image quality of spectral brain computed tomography angiography using halved dose of iodine contrast medium. Neuroradiology. 2023 Sep;65(9):1333–1342.
Metal artifact reduction by virtual monoenergetic reconstructions from spectral brain CT. Eur J Radiol Open. 2023 feb 3; 10:100 479.
VAI-P
Nationell Plattform for AI in Pathology Imaging, projektrapport
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An external population scale validation database, like VAIB aims to provide, and unbiased verification are crucial for industry transparency, client trust, and internal improvement. It adds credibility to our products and highlights areas for improvement.”
Margarita Arango, Team Leader, Global Medical Science, Lunit.
