Leveraging machine learning and artificial intelligence to improve peripheral artery disease detection, treatment, and outcomes
Peripheral artery disease is an atherosclerotic disorder which, when present, portends poor
patient outcomes. Low diagnosis rates perpetuate poor management, leading to limb loss …
patient outcomes. Low diagnosis rates perpetuate poor management, leading to limb loss …
Machine learning in vascular surgery: a systematic review and critical appraisal
Abstract Machine learning (ML) is a rapidly advancing field with increasing utility in health
care. We conducted a systematic review and critical appraisal of ML applications in vascular …
care. We conducted a systematic review and critical appraisal of ML applications in vascular …
Value creation through artificial intelligence and cardiovascular imaging: a scientific statement from the American Heart Association
Multiple applications for machine learning and artificial intelligence (AI) in cardiovascular
imaging are being proposed and developed. However, the processes involved in …
imaging are being proposed and developed. However, the processes involved in …
Artificial intelligence and machine learning in aortic disease
LD Hahn, K Baeumler, A Hsiao - Current Opinion in Cardiology, 2021 - journals.lww.com
Multiple ML techniques have potential for characterization and risk prediction of aortic
aneurysm, dissection, coarctation, and atherosclerotic disease on computed tomography …
aneurysm, dissection, coarctation, and atherosclerotic disease on computed tomography …
[HTML][HTML] Artificial Intelligence Outperforms Kaplan–Meier Analyses Estimating Survival after Elective Treatment of Abdominal Aortic Aneurysms
J Kiessling, A Brunnberg, G Holte, N Eldrup… - European Journal of …, 2023 - Elsevier
Objective Long term differences in survival after elective repair of abdominal aortic
aneurysms (AAAs) between open surgical repair (OSR) and endovascular aneurysm repair …
aneurysms (AAAs) between open surgical repair (OSR) and endovascular aneurysm repair …
[HTML][HTML] Current applications and future perspectives of artificial and biomimetic intelligence in vascular surgery and peripheral artery disease
E Martelli, L Capoccia, M Di Francesco, E Cavallo… - Biomimetics, 2024 - mdpi.com
Artificial Intelligence (AI) made its first appearance in 1956, and since then it has
progressively introduced itself in healthcare systems and patients' information and care. AI …
progressively introduced itself in healthcare systems and patients' information and care. AI …
Artificial intelligence applications in aortic dissection imaging
D Mastrodicasa, M Codari, K Bäumler… - Seminars in …, 2022 - Elsevier
In 2020, the US Food and Drug Administration (FDA) reviewed and authorized over 60
artificial intelligence (AI)-enabled devices across a variety of medical fields, including …
artificial intelligence (AI)-enabled devices across a variety of medical fields, including …
Applications of artificial intelligence in acute abdominal imaging
Artificial intelligence (AI) is a rapidly growing field with significant implications for radiology.
Acute abdominal pain is a common clinical presentation that can range from benign …
Acute abdominal pain is a common clinical presentation that can range from benign …
Artificial intelligence in clinical workflow processes in vascular surgery and beyond
In the past decade, artificial intelligence (AI)-based applications have exploded in
healthcare. In cardiovascular disease and vascular surgery specifically, AI tools such as …
healthcare. In cardiovascular disease and vascular surgery specifically, AI tools such as …
[HTML][HTML] Perceptions of Canadian vascular surgeons toward artificial intelligence and machine learning
Background Artificial intelligence (AI) and machine learning (ML) are rapidly advancing
fields with increasing utility in health care. We conducted a survey to determine the …
fields with increasing utility in health care. We conducted a survey to determine the …