piwik-script

Deutsch Intern
    Chair of Computer Science VI - Artificial Intelligence and Applied Computer Science

    Jonathan Krebs, M.Sc.

    University of Würzburg
    Department for Artificial Intelligence
    and Applied Computer Science
    Am Hubland
    D-97074 Würzburg

    Room:B007
    Phone:+49 931 / 31 - 89648
    Fax:+49 931 / 31 - 86732

    jonathan.krebs@uni-wuerzburg.de

    About Me

    I am working at the Department for Artificial Intelligence and Applied Computer Science since the beginning of 2015. While working at the PaDaWaN/misbased project, I finished my master's degree in computer science in autumn 2016.

    Research Interests

    My research interests include:

    • machine learning
    • textmining
    • natural language processing
    • ontology learning
    • knowledge-based systems
    • software development

    ... especially in the domain of medical text documents, but also in every other possible domain.

    Private Interests

    In my spare time I am playing keyboards and drums in several bands and orchestras and I am very interested in music from all epochs and styles in general. Further interests include books, films and tv shows, fotography, dancing, pc and board games, ...

    Teaching

    WS 18/19 Sprachverarbeitung und Textmining (Übung zur Vorlesung)
       
    SS 18 Medizinische Informatik (Übung zur Vorlesung)
       
    WS 17/18 Sprachverarbeitung und Textmining (Übung zur Vorlesung)
       
    SS 17 Softwaretechnik (Übung zur Vorlesung)
       
    regularly Seminarthemen, Softwarepraktika und Abschlussarbeiten

    Publications

    2019

    • Exploration of Artificial Intelligence Use with ARIES in Multiple Myeloma Research. Loda,; Krebs,; Danhof,; Schreder,; Solimando,; Strifler,; Rasche,; Kortüm,; Kerscher,; Knop,; et al., in Journal of Clinical Medicine (2019). 8(7) 999.
       
    • Identifying Heart Failure Patients by Medical Text Classification. Krebs, Jonathan; Krug, Markus; Fette, Georg; Dietrich, Georg; Ertl, Maximilian; Güder, Gülmisal; Puppe, Frank; Kaspar, Mathias in Studies in Health Technology and Informatics, A. S. Shvo, Madsen, I., Prokosch, H. -U., Häyrinen, K., Wolf, K. -H., Martín-Sánchez, F., Löbe, M., Deserno, T. M. (Hrsg.) (2019). (Bd. 258) 251-252.
       
    • Detection of Scenes in Fiction. Gius, Evelyn; Jannidis, Fotis; Krug, Markus; Zehe, Albin; Hotho, Andreas; Puppe, Frank; Krebs, Jonathan; Reiter, Nils; Wiedmer, Nathalie; Konle, Leonard (2019).
       
    • Implementation of a HL7 CQL engine using the graph database Neo4J. Fette, Georg; Kaspar, Mathias; Liman, Leon; Eertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank (2019).
       
    • Query Translation between AQL and CQL. Fette, Georg; Kaspar, Mathias; Leon, Liman; Ertl, Maximilian; Krebs, Jonathan; Dietrich, Georg; Störk, Stefan; Puppe, Frank (2019).
       
    • Replicating medication trend studies using ad hoc information extraction in a clinical data warehouse. Dietrich, Georg; Krebs, Jonathan; Liman, Leon; Fette, Georg; Ertl, Maximilian; Kaspar, Mathias; Störk, Stefan; Puppe, Frank in BMC Med. Inf. & Decision Making (2019). 19(1) 15:1-15:21.
       

    2018

    • Finding Needles in the Haystack: Identifying Patients with Rare Subtype of Multiple Myeloma Supported by a Data Warehouse and Information Extraction. Krebs, Jonathan; Bittrich, Max; Dietrich, Georg; Ertl, Maximilian; Fette, Georg; Kaspar, Mathias; Liman, Leon; Einsele, Hermann; Puppe, Frank; Knop, Stefan in Studies in Health Technology and Informatics, U. Hübner, Sax, U., Prokosch, H. -U., Breil, B., Binder, H., Zapf, A., Strahwald, B., Beißbarth, T., Grabe, N., Schöler, A. (Hrsg.) (2018). (Bd. 253) 160-164.
       
    • Estimating a Bias in ICD Encodings for Billing Purposes. Fette, Georg; Krug, Markus; Kaspar, Mathias; Liman, Leon; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank in Studies in Health Technology and Informatics, A. Ugon, Karlsson, D., Klein, G. O., Moen, A. (Hrsg.) (2018). (Bd. 247) 141-145.
       
    • Exporting Data from a Clinical Data Warehouse. Fette, Georg; Kaspar, Mathias; Liman, Leon; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank in Studies in Health Technology and Informatics, G. Schreier, Hayn, D. (Hrsg.) (2018). (Bd. 248) 88-93.
       
    • Ad Hoc Information Extraction for Clinical Data Warehouses. Dietrich, Georg; Krebs, Jonathan; Fette, Georg; Ertl, Maximilian; Kaspar, Mathias; Störk, Stefan; Puppe, Frank in Methods of Information in Medicine (2018).
       

    2017

    • Semi-Automatic Terminology Generation for Information Extraction from German Chest X-Ray Reports. Krebs, Jonathan; Corovic, Hamo; Dietrich, Georg; Ertl, Max; Fette, Georg; Kaspar, Mathias; Krug, Markus; Störk, Stefan; Puppe, Frank in Studies in Health Technology and Informatics, R. Röhrig, Timmer, A., Binder, H., Sax, U. (Hrsg.) (2017). (Bd. 243) 80-84.
       
    • A Customizable Importer for the Clinical Data Warehouses PaDaWaN and I2B2. Fette, Georg; Kaspar, Mathias; Dietrich, Georg; Ertl, Maximilian; Krebs, Jonathan; Störk, Stefan; Puppe, Frank in Studies in Health Technology and Informatics, R. Röhrig, Timmer, A., Binder, H., Sax, U. (Hrsg.) (2017). (Bd. 243) 90-94.
       
    • Extending the Query Language of a Data Warehouse for Patient Recruitment. Dietrich, Georg; Ertl, Maximilian; Fette, Georg; Kaspar, Mathias; Krebs, Jonathan; Mackenrodt, Daniel; Störk, Stefan; Puppe, Frank in Studies in Health Technology and Informatics, R. Röhrig, Timmer, A., Binder, H., Sax, U. (Hrsg.) (2017). (Bd. 243) 152-156.
       

    2016

    • Anonymisierung, Segmentierung und Terminologie-Entwicklung zur Informationsextraktion aus unstrukturierten, telegrammartigen, medizinischen Dokumenten Krebs, Jonathan (2016).
       
    • An improved data workflow for a medical data warehouse. Fette, Georg; Ertl, Maximilian; Dietrich, Georg; Krebs, Jonathan; Toepfer, Martin; Störk, Stefan; Kaspar, Mathias; Puppe, Frank in European Journal of Epidemiology; Health—exploring complexity: an interdisciplinary systems approach HEC2016 (2016). 31, Supplement 1 54.
       
    • Web-PaDaWaN: Eine Web-basierte Benutzeroberfläche für ein klinisches Data Warehouse. Dietrich, Georg; Fell, Friedreich; Fette, Georg; Krebs, Jonathan; Ertl, Maximilian; Kaspar, Mathias; Störk, Stefan (2016).
       

    2013

    • Implementierung einer HTML5-Applikation mit Offline-Fähigkeit zur Erstellung von Graphen für den Einsatz im CaseTrain-Projekt Krebs, Jonathan (2013).