Artificial Intelligence in Cardiovascular Diseases and Vascular Surgery

Abstract

Keywords

artificial intelligence cardiovascular diseases endovascular procedures

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References

Wang

Han

Zhou

Wang

Meng

Jiang

, et al. The FAITH² model predicts functional disability in patients with acute ischemic stroke. Angiology. 2026;77:306–314.

Lareyre

Chaudhuri

Nasr

Raffort

. Machine learning and omics analysis in aortic aneurysm. Angiology. 2024;75: 921–927.

Zhang

. Stenosis detection and quantification of coronary artery using machine learning and deep learning. Angiology. 2024;75:405-416.

Lareyre

Behrendt

Chaudhury

Raffort

. Artificial intelligence in vascular surgical departments: slowly but surely. Angiology. 2023;74:397-398.

Valente

Bellini

Del Rio

Freyrie

Bignami

. Artificial intelligence is the future of surgical Departments…Are we ready? Angiology. 2023;74:397-398.

Singh

Kumar

Khanna

Laird

Nicolaides

Faa

, et al. Artificial intelligence for cardiovascular disease risk assessment in personalised framework: a scoping review. eClinicalMedicine. 2024;73:102660.

Nassereldine

Zamzam

Syed

Mamdani

Al-Omran

, et al. Development and evaluation of a prediction model for peripheral artery disease-related major adverse limb events using novel biomarker data. J Vasc Surg. 2024;80:490–497.

McBane

Murphree

Liedl

Lopez-Jimenez

Arruda-Olson

Scott

, et al. Artificial intelligence of arterial Doppler waveforms to predict major adverse outcomes among patients with diabetes mellitus. J Vasc Surg. 2024;80:251-259.e3.

Salzler

Ryer

Abdu

Lanyado

Sagiv

Choman

, et al. Development and validation of a machine-learning prediction model to improve abdominal aortic aneurysm screening. J Vasc Surg. 2024;79:776-783.

10.

Summers

Kerut

Sheahan

. Machine learning-based prediction of abdominal aortic aneurysms for individualized patient care. J Vasc Surg. 2024;79:1057-1067.e2.

11.

Beaton

Eisenberg

Lee

Wijeysundera

Lindsay

, et al. Using machine learning to predict outcomes following carotid endarterectomy. J Vasc Surg. 2023;78:973-987.e6.

12.

Pisu

Williamson

Nardi

Paraskevas

Puig

Vagal

, et al. Machine learning detects symptomatic plaques in patients with carotid atherosclerosis on CT angiography. Circ Cardiovasc Imaging. 2024;17:e016274.

13.

Pothof

van Koeverden

Pasterkamp

Schermerhorn

de Borst

. Overtreatment or undertreatment of carotid disease: a transatlantic comparison of carotid endarterectomy patient cohorts. Circ Cardiovasc Qual Outcomes. 2018;11:e004607.

14.

Abbott

Schott

Gao

Budincevic

Ricco

. Carotid artery overtreatment in the USA. Lancet Neurol. 2023;22:1102-1103.

15.

Gulati

Upshaw

Wessler

Brazil

Nelson

van Klaveren

, et al. Generalizability of cardiovascular disease clinical prediction models: 158 independent external validations of 104 unique models. Circ Cardiovasc Qual Outcomes. 2022;15:e008487.