Causal Machine Learning for Personalized Surgical Decision-Making in Aortic Dissection: A National Fairness-Aware Clinical AI Framework

Annals of Vascular Surgery 2026

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Authors: Atef A. Hassan, Mohamed Ibrahim Elshami, Ahmed Attia Shaban soliman, Mohamed Ibrahim Abdo Ibrahim, Mohamed Hamdy Hassan Ali, Mohammed Hassan Aboumansour, Eslam Zakaria Abuelela, Fouad Mohammed Awad, Mohamed Moukhtar Elbnawany, Elsayed Elesheshtawy Aly Elbosraty, Ahmed Yahia Mohamed Moustafa, Hamed Mohamed Elsabagh
+2 more Mostafa Mahmoud Aboheif, Haytham Yousef Ali Aboelsaad
DOI: 10.1016/j.avsg.2026.03.031
Cited by: 2
References: 17

Fields of Study & Subjects

Artificial Intelligence in Healthcare and Education Explainable Artificial Intelligence (XAI) Machine Learning in Healthcare

Publication details

Journal / source
Annals of Vascular Surgery
Publisher
Elsevier BV
Volume
129
Pages
1–16
Publication date
27 March 2026
Language
EN