Quality indicators and proactive approach in cardiac surgery before and after cardiopulmonary bypass

I Condello - European Journal of Cardio-Thoracic Surgery, 2023 - academic.oup.com
The General Data Protection Regulation (GDPR), enacted in the European Union in 2018,
has significantly transformed the landscape of personal data management and protection …

Big Data in cardiac surgery: real world and perspectives

A Montisci, V Palmieri, MT Vietri, S Sala… - Journal of cardiothoracic …, 2022 - Springer
Big Data, and the derived analysis techniques, such as artificial intelligence and machine
learning, have been considered a revolution in the modern practice of medicine. Big Data …

Expert consensus of data elements for collection for enhanced recovery after cardiac surgery

I Condello - World Journal of Surgery, 2022 - Springer
Goal-directed fluid therapy (GDFT) has been proposed as a cornerstone for enhanced
recovery after surgery (ERAS) programs, particularly among high-risk patients undergoing …

Safety regulation of machine learning in cardiac surgery

Z Wang, L Wang - Journal of Thoracic Disease, 2024 - jtd.amegroups.org
When the machine learning techniques applied in the domain of cardiothoracic surgery,
safety supervision must be considered. Miles (1) proved the benefits of machine learning …

Biomarkers in cardiac surgery: inch by inch toward perioperative organoprotection

PP Heinisch, M Meineri, MM Luedi - Anesthesia & Analgesia, 2021 - journals.lww.com
AKI= acute kidney injury; CPB= cardiopulmonary bypass; ECMO= extracorporeal membrane
oxygenation; ELISA= enzyme-linked immunosorbent assays; EuroSCORE= European …

Intraoperative myocardial protection: still the cornerstone of cardiac surgery

F Beyersdorf - European Journal of Cardio-Thoracic Surgery, 2022 - academic.oup.com
The authors are to be congratulated on a well-conducted retrospective study [1] in the field of
intraoperative myocardial protection, which represents 1 of the 4 vital fundamental principles …

Using machine learning for predicting severe postoperative complications after cardiac surgery

L Lapp, D Young, K Kavanagh, MM Bouamrane… - … of Cardiothoracic and …, 2018 - Elsevier
Method All patients in Golden Jubilee National Hospital undergoing cardiac surgery
between 1 st April 2012 and 31 st March 2016, reported in clinical audit dataset CaTHI, were …

End-organ protection in cardiac surgery

F De Somer - Minerva Anestesiologica, 2013 - biblio.ugent.be
Mortality and morbidity postcardiac surgery with cardiopulmonary bypass (CPB) remain
relative stable over the last decades, while the number of patients with increased …

A multidisciplinary perioperative strategy for attaining “more physiologic” cardiac surgery

K Anastasiadis, P Antonitsis, A Deliopoulos… - …, 2017 - journals.sagepub.com
Background: Cardiac surgery is, by definition, a “non-physiologic” intervention associated
with systemic adverse effects. Despite advances in surgical technique, cardiopulmonary …

Machine learning: principles and applications for thoracic surgery

NP Ostberg, MA Zafar… - European Journal of …, 2021 - academic.oup.com
OBJECTIVES Machine learning (ML) has experienced a revolutionary decade with
advances across many disciplines. We seek to understand how recent advances in ML are …