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Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care
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
Published in NPJ digital medicine (19.02.2021)
Published in NPJ digital medicine (19.02.2021)
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Journal Article
Spatial impulse response analysis and ensemble learning for efficient precision level sensing
Cetkin, Berkay, Begic Fazlic, Lejla, Ueding, Kristof, Machhamer, Rüdiger, Guldner, Achim, Creutz, Lars, Naumann, Stefan, Dartmann, Guido
Published in Discover Artificial Intelligence (01.12.2024)
Published in Discover Artificial Intelligence (01.12.2024)
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Journal Article
A Novel Hybrid Methodology for Anomaly Detection in Time Series
Begic Fazlic, Lejla, Halawa, Ahmed, Schmeink, Anke, Lipp, Robert, Martin, Lukas, Peine, Arne, Morgen, Marlies, Vollmer, Thomas, Winter, Stefan, Dartmann, Guido
Published in International journal of computational intelligence systems (01.12.2022)
Published in International journal of computational intelligence systems (01.12.2022)
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Journal Article
Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study
Ayad, Ahmad, Hallawa, Ahmed, Peine, Arne, Martin, Lukas, Fazlic, Lejla Begic, Dartmann, Guido, Marx, Gernot, Schmeink, Anke
Published in JMIR medical informatics (01.08.2022)
Published in JMIR medical informatics (01.08.2022)
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Journal Article
Corrigendum: Heparan Sulfate Induces Necroptosis in Murine Cardiomyocytes: A Medical-in-Silico Approach Combining In Vitro Experiments and Machine Learning
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
Published in Frontiers in immunology (10.12.2020)
Published in Frontiers in immunology (10.12.2020)
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Journal Article
Heparan Sulfate Induces Necroptosis in Murine Cardiomyocytes: A Medical-In silico Approach Combining In vitro Experiments and Machine Learning
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
Published in Frontiers in immunology (20.03.2018)
Published in Frontiers in immunology (20.03.2018)
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Journal Article
A Novel Low-Complexity Numerical Localization Method for Dynamic Wireless Sensor Networks
Schlupkothen, Stephan, Dartmann, Guido, Ascheid, Gerd
Published in IEEE transactions on signal processing (01.08.2015)
Published in IEEE transactions on signal processing (01.08.2015)
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Journal Article
A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel
Dartmann, Guido, Zandi, Ehsan, Ascheid, Gerd
Published in IEEE transactions on vehicular technology (01.10.2014)
Published in IEEE transactions on vehicular technology (01.10.2014)
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Journal Article
Outage-Constrained Power Allocation in Spectrum Sharing Systems with Partial CSI
Xitao Gong, Ispas, Adrian, Dartmann, Guido, Ascheid, Gerd
Published in IEEE transactions on communications (01.02.2014)
Published in IEEE transactions on communications (01.02.2014)
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Journal Article
A Physical Layer Security Framework for Cognitive Cyber-Physical Systems
Topal, Ozan Alp, Demir, Mehmet Ozgun, Liang, Zekai, Pusane, Ali Emre, Dartmann, Guido, Ascheid, Gerd, Kur, Gunes Karabulut
Published in IEEE wireless communications (01.08.2020)
Published in IEEE wireless communications (01.08.2020)
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Journal Article
Power Allocation and Performance Analysis in Spectrum Sharing Systems with Statistical CSI
Xitao Gong, Ispas, Adrian, Dartmann, Guido, Ascheid, Gerd
Published in IEEE transactions on wireless communications (01.04.2013)
Published in IEEE transactions on wireless communications (01.04.2013)
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Journal Article
Guest Editorial: Special Issue on AI-Enabled Internet of Dependable and Controllable Things
Yu, Wei, Zhao, Wei, Schmeink, Anke, Song, Houbing, Dartmann, Guido
Published in IEEE internet of things journal (01.03.2021)
Published in IEEE internet of things journal (01.03.2021)
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Journal Article
Likelihood-Based Adaptive Learning in Stochastic State-Based Models
Vieting, Peter Martin, de Lamare, Rodrigo C., Martin, Lukas, Dartmann, Guido, Schmeink, Anke
Published in IEEE signal processing letters (01.07.2019)
Published in IEEE signal processing letters (01.07.2019)
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Journal Article
Likelihood-based Sensor Calibration using Affine Transformation
Machhamer, Rudiger, Fazlic, Lejla Begic, Guven, Eray, Junk, David, Kurt, Gunes Karabulut, Naumann, Stefan, Didas, Stephan, Gollmer, Klaus-Uwe, Bergmann, Ralph, Timm, Ingo J., Dartmann, Guido
Published in IEEE sensors journal (01.02.2024)
Published in IEEE sensors journal (01.02.2024)
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Journal Article