Dipl.-Inform. Theodor Heinze

Research Interests

Theodor Heinze studied computer science in natural sciences at the University of Bielefeld. He received his diploma in October 2009. He is interested in topics such as application of machine learning and data mining to decision support and medical image processing.

Since January 2010 he has been part of the Operating Systems and Middleware Group and the Fontane Lab as a research assistant and PhD student. His current research project is "Decision Support in Telemedicine".

Biographical Sketch

-	Research Assistant at Operating Systems & Middleware chair at Hasso-Plattner-Institute, Potsdam	since Jan 2010
-	Diploma in Computer Science in Natural Sciences (Dipl.-Inform.), University of Bielefeld	Oct 2009

Publications

Theodor Heinze. Analyse von Patientendaten und Entscheidungsunterstützung in der Telemedizin. Dissertation, Universität Potsdam, November 2015. URL: https://web.archive.org/web/2023/https://www.hpi.de/forschung/publikationen/dissertationen/dissertation-theodor-heinze.html.

@phdthesis{Heinze2015,
    author = "Heinze, Theodor",
    title = {Analyse von Patientendaten und Entscheidungsunterst{\"u}tzung in der Telemedizin},
    type = "Dissertation",
    pages = "173",
    school = {Universit{\"a}t Potsdam},
    year = "2015",
    month = "November",
    tags = "theodor.heinze,doctoral-thesis",
    url = "https://web.archive.org/web/2023/https://www.hpi.de/forschung/publikationen/dissertationen/dissertation-theodor-heinze.html"
}

Theodor Heinze, Martin von Löwis, and Andreas Polze. Feature Salience for Neural Networks: Comparing Algorithms. In Proceedings of the International Conference on Neural Information Processing, 415–422. Springer, 2012. [ PDF | ]

@inproceedings{heinze2012feature,
    author = {Heinze, Theodor and von L{\"o}wis, Martin and Polze, Andreas},
    title = "{Feature Salience for Neural Networks: Comparing Algorithms}",
    tags = "theodor.heinze,martin.vonloewis,andreas.polze",
    booktitle = "Proceedings of the International Conference on Neural Information Processing",
    pages = "415--422",
    year = "2012",
    organization = "Springer",
    pdf = "https://link.springer.com/content/pdf/10.1007\%2F978-3-642-34478-7.pdf\#page=415"
}

Theodor Heinze, Martin von Löwis, and Andreas Polze. Joint Multi-frame Demosaicing and Super-resolution with Artificial Neural Networks. In Proceedings of the 19th International Conference on Systems, Signals and Image Processing (IWSSIP), 540–543. IEEE, 2012. [ PDF | ]

@inproceedings{heinze2012joint,
    author = {Heinze, Theodor and von L{\"o}wis, Martin and Polze, Andreas},
    title = "{Joint Multi-frame Demosaicing and Super-resolution with Artificial Neural Networks}",
    tags = "theodor.heinze,martin.vonloewis,andreas.polze",
    booktitle = "Proceedings of the 19th International Conference on Systems, Signals and Image Processing (IWSSIP)",
    pages = "540--543",
    year = "2012",
    organization = "IEEE",
    pdf = "https://www.researchgate.net/profile/Theo\_Heinze/publication/259074854\_Joint\_multi-frame\_demosaicing\_and\_super-resolution\_with\_artificial\_neural\_networks/links/0c960529e01ae4765c000000/Joint-multi-frame-demosaicing-and-super-resolution-with-artificial-neural-networks.pdf"
}

Theodor Heinze, Andreas Polze, Martin von Löwis, Claudia Sprenger, and Michael Oeff. Artificial Neural Network in Early Identification of Heart Failure Progression in Patients with Telemonitoring Management of Chronic Heart Failure. In European Heart Journal, volume 33, 937–938. Oxford University Press, 2012. [ PDF | ]

@inproceedings{heinze2012artificial,
    author = "Heinze, Theodor and Polze, Andreas and von Löwis, Martin and Sprenger, Claudia and Oeff, Michael",
    title = "{Artificial Neural Network in Early Identification of Heart Failure Progression in Patients with Telemonitoring Management of Chronic Heart Failure}",
    tags = "theodor.heinze,andreas.polze,martin.vonloewis,claudia.sprenger,michael.oeff",
    booktitle = "European Heart Journal",
    volume = "33",
    pages = "937--938",
    year = "2012",
    organization = "Oxford University Press",
    pdf = "https://www.researchgate.net/profile/Theo\_Heinze/publication/259074984\_Artificial\_neural\_network\_in\_early\_identification\_of\_heart\_failure\_progression\_in\_patients\_with\_telemonitoring\_management\_of\_chronic\_heart\_failure/links/00b7d529e02d256bc0000000/Artificial-neural-network-in-early-identification-of-heart-failure-progression-in-patients-with-telemonitoring-management-of-chronic-heart-failure.pdf"
}

Theodor Heinze, Andreas Polze, Martin von Löwis, Claudia Sprenger, and Michael Oeff. Künstliche Neuronale Netze in der Analyse konsekutiver Daten des Telemonitoring bei chronischer Herzinsuffizienz. In Proceedings of the 78th Annual Conference of the Deutsche Gesellschaft für Kardiologie. 2012. [ PDF | ]

@inproceedings{heinze2012kunstliche,
    author = {Heinze, Theodor and Polze, Andreas and von L{\"o}wis, Martin and Sprenger, Claudia and Oeff, Michael},
    title = {{K{\"u}nstliche Neuronale Netze in der Analyse konsekutiver Daten des Telemonitoring bei chronischer Herzinsuffizienz}},
    tags = "theodor.heinze,andreas.polze,martin.vonloewis,claudia.sprenger,michael.oeff",
    booktitle = "Proceedings of the 78th Annual Conference of the Deutsche Gesellschaft für Kardiologie",
    pdf = "https://www.researchgate.net/profile/Theo\_Heinze/publication/216754233\_Kunstliche\_Neuronale\_Netze\_in\_der\_Analyse\_konsekutiver\_Daten\_des\_Telemonitoring\_bei\_chronischer\_Herzinsuffizienz/links/0c960529dfbc983b89000000/Kuenstliche-Neuronale-Netze-in-der-Analyse-konsekutiver-Daten-des-Telemonitoring-bei-chronischer-Herzinsuffizienz.pdf",
    year = "2012"
}

Theodor Heinze, Robert Wierschke, Alexander Schacht, and Martin von Löwis. A Hybrid Artificial Intelligence System for Assistance in Remote Monitoring of Heart Patients. In International Conference on Hybrid Artificial Intelligence Systems, 413–420. Springer, 2011. [ PDF | ]

@inproceedings{heinze2011hybrid,
    author = {Heinze, Theodor and Wierschke, Robert and Schacht, Alexander and von L{\"o}wis, Martin},
    title = "{A Hybrid Artificial Intelligence System for Assistance in Remote Monitoring of Heart Patients}",
    tags = "theodor.heinze,robert.wierschke,alexander.schacht,martin.vonloewis",
    booktitle = "International Conference on Hybrid Artificial Intelligence Systems",
    pages = "413--420",
    year = "2011",
    organization = "Springer",
    pdf = "https://www.researchgate.net/profile/Theo\_Heinze/publication/225157798\_A\_Hybrid\_Artificial\_Intelligence\_System\_for\_Assistance\_in\_Remote\_Monitoring\_of\_Heart\_Patients/links/0deec529dfb7027bcd000000/A-Hybrid-Artificial-Intelligence-System-for-Assistance-in-Remote-Monitoring-of-Heart-Patients.pdf"
}

Theodor Heinze. Robust Color Joint Multi-Frame Demosaicing and Super-Resolution Algorithm. In Proceedings of the IASTED International Conference on Signal and Image Processing, SIP 2011. December 2011. [ PDF | ]

@inproceedings{heinze2011robust,
    author = "Heinze, Theodor",
    tags = "theodor.heinze",
    year = "2011",
    month = "December",
    title = "{Robust Color Joint Multi-Frame Demosaicing and Super-Resolution Algorithm}",
    booktitle = "Proceedings of the IASTED International Conference on Signal and Image Processing, SIP 2011",
    pdf = "https://www.researchgate.net/profile/Theo\_Heinze/publication/216754118\_Robust\_Color\_Joint\_Multi-Frame\_Demosaicing\_and\_Super-Resolution\_Algorithm/links/0c960529dfc58e02be000000.pdf"
}

Andreas Polze, Peter Tröger, Uwe Hentschel, and Theodor Heinze. A Scalable, Self-adaptive Architecture for Remote Patient Monitoring. In 2010 13th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, 204–210. IEEE, 2010. [ PDF | ]

@inproceedings{polze2010scalable,
    author = {Polze, Andreas and Tr{\"o}ger, Peter and Hentschel, Uwe and Heinze, Theodor},
    title = "{A Scalable, Self-adaptive Architecture for Remote Patient Monitoring}",
    tags = "andreas.polze,peter.troeger,uwe.hentschel,theodor.heinze",
    booktitle = "2010 13th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops",
    pages = "204--210",
    year = "2010",
    organization = "IEEE",
    pdf = "https://www.researchgate.net/profile/Peter-Troeger/publication/261424449\_A\_Scalable\_Self-Adaptive\_Architecture\_for\_Remote\_Patient\_Monitoring/links/02bfe50f5634e8f090000000/A-Scalable-Self-Adaptive-Architecture-for-Remote-Patient-Monitoring.pdf"
}