The role of echocardiography in the management of patients supported by extracorporeal membrane oxygenation

DG Platts, JF Sedgwick, DJ Burstow, DV Mullany… - Journal of the American …, 2012 - Elsevier
Extracorporeal life support can be viewed as a spectrum of modalities based on
modifications of a cardiopulmonary bypass circuit to provide cardiac and respiratory support …

Echocardiographic predictors of successful extracorporeal membrane oxygenation weaning after refractory cardiogenic shock

D Kim, WJ Jang, TK Park, YH Cho, JO Choi… - Journal of the American …, 2021 - Elsevier
Background Limited data are available regarding echocardiographic predictors for
successful weaning from venoarterial (VA) extracorporeal membrane oxygenation (ECMO) …

Timing and strategy for weaning from venoarterial ECMO are complex issues

F Pappalardo, M Pieri, BA Corada, S Ajello… - … of Cardiothoracic and …, 2015 - Elsevier
Objective Weaning from venoarterial extracorporeal membrane oxygenation (VA ECMO)
usually is performed without clear guidelines; yet, patients still die after removal of …

A Bayesian model to predict right ventricular failure following left ventricular assist device therapy

NA Loghmanpour, RL Kormos, MK Kanwar… - JACC: Heart Failure, 2016 - jacc.org
Objectives: This study investigates the use of a Bayesian statistical model to address the
limited predictive capacity of existing risk scores derived from multivariate analyses. This is …

[HTML][HTML] Predicting metabolic syndrome with machine learning models using a decision tree algorithm: retrospective cohort study

CS Yu, YJ Lin, CH Lin, ST Wang, SY Lin… - JMIR medical …, 2020 - medinform.jmir.org
Background: Metabolic syndrome is a cluster of disorders that significantly influence the
development and deterioration of numerous diseases. FibroScan is an ultrasound device …

The role of echocardiography in neonates and pediatric patients on extracorporeal membrane oxygenation

C Bautista-Rodriguez, J Sanchez-de-Toledo… - Frontiers in …, 2018 - frontiersin.org
Indications for extracorporeal membrane oxygenation (ECMO) and extracorporeal
cardiopulmonary resuscitation (ECPR) are expanding, and echocardiography is a tool of …

[HTML][HTML] Development of an online health care assessment for preventive medicine: a machine learning approach

CS Yu, YJ Lin, CH Lin, SY Lin, JL Wu… - Journal of medical Internet …, 2020 - jmir.org
Background In the era of information explosion, the use of the internet to assist with clinical
practice and diagnosis has become a cutting-edge area of research. The application of …

[HTML][HTML] Exploiting machine learning algorithms and methods for the prediction of agitated delirium after cardiac surgery: models development and validation study

HN Mufti, GM Hirsch, SR Abidi… - JMIR medical …, 2019 - medinform.jmir.org
Background: Delirium is a temporary mental disorder that occasionally affects patients
undergoing surgery, especially cardiac surgery. It is strongly associated with major adverse …

A new Bayesian network-based risk stratification model for prediction of short-term and long-term LVAD mortality

NA Loghmanpour, MK Kanwar, MJ Druzdzel… - ASAIO …, 2015 - journals.lww.com
Existing risk assessment tools for patient selection for left ventricular assist devices (LVADs)
such as the Destination Therapy Risk Score and HeartMate II Risk Score (HMRS) have …

Extracorporeal membrane oxygenation for graft failure after heart transplantation: a multidisciplinary approach to maximize weaning rate

G Santise, G Panarello, C Ruperto… - … journal of artificial …, 2014 - journals.sagepub.com
Objectives Primary graft failure (PGF) after heart transplantation is a detrimental
complication, and carries high morbidity and mortality. The aim of this study was to analyze …