Project Description
The analysis of workflows can be used profitably in many domains (e.g. in industrial production, in companies or in the medical field). The challenge in modelling is that the database is usually incomplete and fraught with uncertainty. Starting from probabilistic models, methods for the comparison and recognition of workflows in different projects are investigated.
- Discovering and synchronizing of workflows in companies (KIRA)
- Estimation of the actual progress of a workflow in the operating room (KonsensOP)
- Synchronization of workflows in the context of an expectation-conforming robot assistance in geriatrics (MEDICIN)
- Synchronization of workflows for the diagnosis and therapy of cancer diseases (ASARob)
| Title | Authors | Source |
|---|---|---|
| Modeling of Clinical Practice Guidelines for an Interactive Decision Support Using Ontologies | Philipp, P.; Bommersheim, M.; Robert, S.; Hempel, D.; Beyerer, J. | WorldComp 2018, World Congress in Computer Science, Computer Engineering, and Applied Computing : HIMS 2018, International Conference on Health Informatics and Medical Systems, Las Vegas, Nevada, USA, pp. 83-89, 2018. |
| Interactive Decision Support: A Framework to Improve Diagnostic Processes of Cancerous Diseases Using Bayesian Networks | Philipp, P.; Robert, S.; Hempel, D.; Beyerer, J. | CogSIMA 2018, IEEE Conference on Cognitive and Computational Aspects of Situation Management, pp. 15-21, 2018. |
| Phase detection in medical context: Overview and outlook | Philipp, P. | Beyerer, J.; Pak, A.; Taphanel, M. (eds.), Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory 2017. Proceedings, pp. 63-81, Karlsruhe: KIT Scientific Publishing, 2018 (Karlsruher Schriften zur Anthropomatik 34), 2017. |
| Combining YAWL and DBNs for Surgical Phase Detection | Philipp, P. | Technical report. In: Proceedings of the 2016 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, pp. 1-16, 2017. |
| Towards a Surgical Phase Detection Using Markov LogicNetworks | Philipp, P.; Bleier, J.; Fischer, Y.; Beyerer, J. | Radermacher, K.; Baena, F. R. Y. (eds.), CAOS 2017. 17th Annual Meeting of the International Societyfor Computer Assisted Orthopaedic Surgery, EPiC Series in Health Sciences, vol. 1, pp. 288--294, 2017. |
| Expert-based probabilistic modeling of workflows in context ofsurgical interventions | Philipp, P.; Beyerer, J.; Fischer, Y. | Cognitive and Computational Aspects of Situation Management(CogSIMA), 2017 IEEE Conference on, pp. 1--7, 2017. |
| Framework for Modeling Medical Guidelines Based on the Translation of UML Activities into YAWL | Philipp, P. | Technical report. In: Proceedings of the 2015 Joint Workshop of Fraunhofer IOSB and Institute for Anthropomatics, Vision and Fusion Laboratory, pp. 1-16, KIT Scientific Publishing, Karlsruhe, 2016. |
| 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. | 6th Joint Workshop on New Technologies for Computer/Robot Assisted Surgery at CRAS 2016, pp. 45-46, 2016. |
| Framework for an Interactive Assistance in Diagnostic Processes Based on Probabilistic Modeling of Clinical Practice Guidelines | Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J. | Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology, pp. 371-390, Elsevier, 2016. |
| 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. | Proceedings of Computer Assisted Radiology and Surgery (CARS), 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. | CSCI 2015, International Conference on Computational Science and Computational Intelligence: ISHI 2015, International Symposium on Health Informatics and Medical Systems, december 7-9, Las Vegas, Neva, pp. 3-9, 2015. |
| Decision Support in Context of a Standard-based Usability Evaluation | Philipp, P.; Eck, R.; Peinsipp-Byma, E. | GOCICT 2015, Global Online Conference on Information and Computer Technology, november 4-6, 2015. |
| Modeling of Clinical Practice Guidelines for Interactive Assistance in Diagnostic Processes | Philipp, P.; Fischer, Y.; Hempel, D.; Beyerer, J. | WorldComp 2015, World Congress in Computer Science, Computer Engineering, and Applied Computing : HIMS 2015, International Conference on Health Informatics and Medical Systems, july 27-30, Las Vegas, , pp. 3-9, 2015. |