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International
Perfusion Association

Machine Learning in Medicine

Explore articles, research, and perspectives from the International Perfusion Association.

AI-Powered ECMO Digital Twin in Virtual Reality Training

Building an Extracorporeal Membrane Oxygenation Digital Twin Using High-Resolution Patient Data: An Artificial Intelligence Model for Virtual Reality Simulation

In this multicentre study of 335 ECMO patients, high-resolution device and electronic health record data were integrated to develop a two-stage artificial intelligence model

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Feb 22, 2026

Limiting the Gamble: Risk and Predictability for Renal Replacement Therapy in Patients Receiving Mechanical Circulatory Support

This study investigates risk factors for renal replacement therapy (RRT) in patients receiving mechanical circulatory support (MCS). A retrospective analysis of 129 patients revealed

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Mar 11, 2025

Machine Learning in Medicine

Building an Extracorporeal Membrane Oxygenation Digital Twin Using High-Resolution Patient Data: An Artificial Intelligence Model for Virtual Reality Simulation ￼

Limiting the Gamble: Risk and Predictability for Renal Replacement Therapy in Patients Receiving Mechanical Circulatory Support

Building an Extracorporeal Membrane Oxygenation Digital Twin Using High-Resolution Patient Data: An Artificial Intelligence Model for Virtual Reality Simulation