Big data analytics for cyber-physical systems: machine learning for the Internet of Things

por Dartmann, Guido, Song, Houbing, Schmeink, Anke
Publicado 2019

Two-stage visual speech recognition for intensive care patients

por Laux, Hendrik, Hallawa, Ahmed, Assis, Julio Cesar Sevarolli, Schmeink, Anke, Martin, Lukas, Peine, Arne
Publicado 2023

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

Heparan Sulfate Induces Necroptosis in Murine Cardiomyocytes: A Medical-In silico Approach Combining In vitro Experiments and Machine Learning

por Zechendorf, Elisabeth, Vaßen, Phillip, Zhang, Jieyi, Hallawa, Ahmed, Martincuks, Antons, Krenkel, Oliver, Müller-Newen, Gerhard, Schuerholz, Tobias, Simon, Tim-Philipp, Marx, Gernot, Ascheid, Gerd, Schmeink, Anke, Dartmann, Guido, Thiemermann, Christoph, Martin, Lukas
Publicado 2018

Corrigendum: Heparan Sulfate Induces Necroptosis in Murine Cardiomyocytes: A Medical-in-Silico Approach Combining In Vitro Experiments and Machine Learning

por Zechendorf, Elisabeth, Vaßen, Phillip, Zhang, Jieyi, Hallawa, Ahmed, Martincuks, Antons, Krenkel, Oliver, Müller-Newen, Gerhard, Schuerholz, Tobias, Simon, Tim-Philipp, Marx, Gernot, Ascheid, Gerd, Schmeink, Anke, Dartmann, Guido, Thiemermann, Christoph, Martin, Lukas
Publicado 2020