A Deep Learning Approach for Managing Medical Consumable Materials in Intensive Care Units via Convolutional Neural Networks: Technical Proof-of-Concept Study

por Peine, Arne, Hallawa, Ahmed, Schöffski, Oliver, Dartmann, Guido, Fazlic, Lejla Begic, Schmeink, Anke, Marx, Gernot, Martin, Lukas
Publicado 2019

Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study

por Ayad, Ahmad, Hallawa, Ahmed, Peine, Arne, Martin, Lukas, Fazlic, Lejla Begic, Dartmann, Guido, Marx, Gernot, Schmeink, Anke
Publicado 2022

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

por Peine, Arne, Hallawa, Ahmed, Bickenbach, Johannes, Dartmann, Guido, Fazlic, Lejla Begic, Schmeink, Anke, Ascheid, Gerd, Thiemermann, Christoph, Schuppert, Andreas, Kindle, Ryan, Celi, Leo, Marx, Gernot, Martin, Lukas
Publicado 2021