Mitarbeiter IES

Dipl.-Inform. Patrick Philipp

  • Karlsruher Institut für Technologie – KIT
    Lehrstuhl für Interaktive Echtzeitsysteme (IES)
    Prof. Dr.- Ing. Jürgen Beyerer
    c/o Technologiefabrik
    Haid-und-Neu-Str. 7
    76131 Karlsruhe

Lebenslauf

Patrick Philipp studierte bis 2015 Informatik am Karlsruher Institut für Technologie (KIT). Er gehört zu den besten 10 Prozent seines Abschlussjahrgangs -- darüber hinaus wurde ihm das Diplom mit Auszeichnung verliehen. In seiner Abschlussarbeit mit dem Titel „Modellierung medizinischer Leitlinien zur interaktiven Unterstützung von Diagnoseprozessen“ beschäftigte er sich u.a. mit probabilistischen Modellen für den Abgleich onkologischer Abläufe im Bereich der medizinischen Diagnostik.

Seit 2015 arbeitet Herr Philipp als wissenschaftlicher Mitarbeiter am Lehrstuhl für Interaktive Echtzeitsysteme (IES). Seine Arbeiten finden dabei in enger Zusammenarbeit mit dem Fraunhofer Institut für Optronik, Systemtechnik und Bildauswertung (IOSB) statt. Gegenwärtig beschäftigt sich Herr Philipp mit der Synchronisation von Arbeitsabläufen in der Orthopädie sowie der Erforschung von Modellen zur medizinischen Anomaliedetektion.

Veröffentlichungen


2020
Predictive Analysis of Business Processes Using Neural Networks with Attention Mechanism.
Philipp, P.; Jacob, R.; Robert, S.; Beyerer, J.
2020. The 2nd International Conference on Artificial Intelligence in Information and Communication : ICAIIC 2020 : February 19-21, 2020, Fukuoka, Japan, 225–230, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICAIIC48513.2020.9065057
2019
Modeling of Medical Treatment Processes for an Interactive Assistance Based on the Translation of UML Activities into PROforma.
Philipp, P.; Becker, S.; Robert, S.; Hempel, D.; Beyerer, J.
2019. 6th Annual International Conference on Computational Science and Computational Intelligence, CSCI 2019; Las Vegas, 5th December 2019 - 7th December 2019, 972–976, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CSCI49370.2019.00184
Sensible Roboter sollen erkennen, was der Mensch will.
Robert, S.; Philipp, P.
2019. PC-Welt : Wissenschaft und Forschung: Robotics
Probabilistic Estimation of Human Interaction Needs in Context of a Robotic Assistance in Geriatrics.
Philipp, P.; Bommersheim, M.; Robert, S.; Beyerer, J.
2019. Current directions in biomedical engineering, 5 (1), 433–435. doi:10.1515/cdbme-2019-0109
Analysis of control flow graphs using graph convolutional neural networks.
Philipp, P.; Georgi, R. X. M.; Beyerer, J.; Robert, S.
2019. 6th Intl. Conference on Soft Computing & Machine Intelligence : (ISCMI 2019) : November 19-20, 2019, Johannesburg, South Africa, 73–77, Institute of Electrical and Electronics Engineers (IEEE)
2018
Interactive Decision Support: A Framework to Improve Diagnostic Processes of Cancerous Diseases Using Bayesian Networks.
Philipp, P.; Robert, S.; Beyerer, J.
2018. Proceedings of the 8th IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA 2018), Boston, MA, June 11-14, 2018. Ed.: O.E. Gundersen, 15–21, IEEE Computer Society. doi:10.1109/COGSIMA.2018.8423989
Modeling of Clinical Practice Guidelines for an Interactive Decision Support Using Ontologies.
Philipp, P.; Bommersheim, M.; Robert, S.; Hempel, D.; Beyerer, J.
2018. HIMS ’18 : proceedings of the 2018 International Conference on Health Informatics & Medical Systems : publication of the 2018 World Congress in Computer Science, Computer Engineering, & Applied Computing (CSCE ’18), July 30-August 02, 2018, Las Vegas, Nevada, USA. Ed: H. R. Arabnia, 83–89, CSREA Press
Phase Detection in Medical Context: Overview and Outlook.
Philipp, P.
2018. Proceedings of the 2017 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 63–81, KIT Scientific Publishing. doi:10.5445/IR/1000085981
2017
Towards a surgical phase detection using Markov Logic Networks.
Philipp, P.; Bleier, J.; Fischer, Y.; Beyerer, J.
2017. CAOS 2017, 17th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery. Papers. Online resource : June 14-17, 2017, Aachen, Germany 2017. Ed.: K. Radermacher, 288–294
Combining YAWL and DBNs for Surgical Phase Detection : Technical Report IES-2016-01.
Philipp, P.
2017. Proceedings of the 2016 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision an Fusion Laboratory. Ed.: J. Beyerer, 1–15, KIT Scientific Publishing
Expert-based probabilistic modeling of workflows in context of surgical interventions.
Philipp, P.; Beyerer, J.; Fischer, Y.
2017. 2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA), Savannah, Georgia, USA, 27-31 March 2017, Art. Nr. 7929589, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/COGSIMA.2017.7929589
2016
Decision Support in Context of a Standard-based Usability Evaluation.
Philipp, P.; Eck, R.; Peinsipp-Byma, E.
2016. 2015 Annual Global Online Conference on Information and Computer Technology (GOCICT), Louisville, KY, USA, 4-6 Nov. 2015, 36–40, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/GOCICT.2015.16
Situation Detection for an Interactive Assistance in Surgical Interventions Based on Random Forests.
Schreiter, L.; Philipp, P.; Giehl, J.; Fischer, Y.; Raczkowsky, J.; Schwarz, M.; Beyerer, J.; Wörn, H.
2016. International journal of computer assisted radiology and surgery, 11 (Supplement 1), 115–116
Situation Detection for an Interactive Assistance in Surgical Interventions Based on Dynamic Bayesian Networks.
Philipp, P.; Schreiter, L.; Giehl, J.; Fischer, Y.; Raczkowsky, J.; Schwarz, M.; Wörn, H.; Beyerer, J.
2016. Proceedings of the 6th Joint Workshop On New Technologies for Computer/Robot Assisted Surgery, CRAS 2016, Pisa, Italy, 12th - 14th September 2016
Framework for an Interactive Assistance in Diagnostic Processes Based on the Translation of UML Activities into Petri Nets.
Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J.
2016. Proceedings - 2015 International Conference on Computational Science and Computational Intelligence, CSCI 2015; Las Vegas; United States; 7 December 2015 through 9 December 2015, 732–737, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CSCI.2015.110
Framework for Modeling Medical Guidelines Based on the Translation of UML Activities into YAWL : Technical Report IES-2015-01.
Philipp, P.
2016. Proceedings of the 2015 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory. Ed.: J. Beyerer, 1–16, KIT Scientific Publishing
Framework for an Interactive Assistance in Diagnostic Processes Based on Probabilistic Modeling of Clinical Practice Guidelines.
Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J.
2016. Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology: Systems and Applications. Ed.: Q.-N. Tran, 371–390, Morgan Kaufmann Publishers. doi:10.1016/B978-0-12-804203-8.00026-2
2015
Modeling of Clinical Practice Guidelines for Interactive Assistance in Diagnostic Processes.
Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J.
2015. HIMS 2015 : proceedings of the 2015 International Conference on Health Informatics and Medical Systems : WORLDCOMP’15, July 27-30, 2015, Las Vegas, Nevada, USA. Ed.: H. R. Arabnia, 3–9, CSREA Press