ECMO PAL: using deep neural networks for survival prediction in venoarterial extracorporeal membrane oxygenation
ESICM Talk6 Mars 2024

ECMO PAL: using deep neural networks for survival prediction in venoarterial extracorporeal membrane oxygenation

VA-ECMO outcome scores have been previously developed and used extensively for risk adjustment, patient prognostication, and quality control across time and centres. The limitation of such scores is the derivation by using traditional statistical methods which are not capable of covering the complexity of ECMO outcomes. The Extracorporeal Life Support Organization Member Centres have developed a study where they aimed to leverage a large international patient cohort to develop and validate an AI-driven tool for predicting in-hospital mortality of VA-ECMO. The tool was derived entirely from pre-ECMO variables, allowing for mortality prediction immediately after ECMO initiation.

To learn more about this study listen to the podcast.

Det här avsnittet är hämtat från ett öppet RSS-flöde och publiceras inte av Podme. Det kan innehålla reklam.

Avsnitt(97)

Is the curtain falling on pre-hospital whole blood?

Is the curtain falling on pre-hospital whole blood?

Whole blood has made a remarkable comeback in trauma care—but is it here to stay? In this thought-provoking podcast, leading experts unpack the latest evidence comparing whole blood with component the...

6 Juli 25min

Switching from controlled to assisted ventilation: evidence, risks, and opportunities in AHRF?

Switching from controlled to assisted ventilation: evidence, risks, and opportunities in AHRF?

What are the benefits of moving from controlled to assisted mechanical ventilation in patients with Acute Hypoxemic Respiratory Failure (AHRF)? In this podcast, experts discuss the physiological ratio...

8 Juni 38min

Biomarkers in Severe Infections and Sepsis - Moving from Trials to the Bedside

Biomarkers in Severe Infections and Sepsis - Moving from Trials to the Bedside

Sepsis care is evolving fast. Are you keeping up? Don’t miss this podcast episode, where we explore the latest clinical trials reshaping antibiotic therapy for severe infections, from optimised treatm...

27 Maj 25min

Advanced Practice in Nursing and Allied Health Professionals

Advanced Practice in Nursing and Allied Health Professionals

What does advanced practice really look like in the ICU? In this podcast episode, we are joined by two advanced intensive care practitioners who share their roles, career journeys, and impact within t...

13 Maj 43min

Unmet Needs in PICS: Are We Measuring What Matters?

Unmet Needs in PICS: Are We Measuring What Matters?

What truly matters in recovery after critical illness? In this episode, we explore the unmet needs in Post-Intensive Care Syndrome (PICS) and question whether current approaches are capturing the outc...

11 Maj 23min

Redefining Precision Nutrition: Where Science Meets the patient’s bedside

Redefining Precision Nutrition: Where Science Meets the patient’s bedside

In this episode of the educational podcast, we explore what precision nutrition truly means in intensive care. While the concept is widely discussed in research, many studies remain descriptive or rel...

8 Apr 31min

Why does renal recovery from AKI matter to us intensivists?

Why does renal recovery from AKI matter to us intensivists?

Acute Kidney Injury (AKI) is a frequent complication in critically ill patients and is associated with significant morbidity and mortality. However, the clinical relevance of AKI extends well beyond t...

18 Mars 24min

Kids visitations in the ICU. Ten recommendations for child-friendly visiting policies in critical care

Kids visitations in the ICU. Ten recommendations for child-friendly visiting policies in critical care

21 Maj 202528min

Populärt inom Business & ekonomi

badfluence
framgangspodden
dynastin
varvet
rss-borsens-finest
uppgang-och-fall
svd-tech-brief
avanzapodden
rss-inga-dumma-fragor-om-pengar
bathina-en-podcast
fill-or-kill
rss-dagen-med-di
rss-kort-lang-analyspodden-fran-di
market-makers
borslunch-2
rikatillsammans-om-privatekonomi-rikedom-i-livet
rss-dominoeffekten
tabberaset
rss-borslunch
rss-hos-psykologen