e-Health
Recent trends in ubiquitous and pervasive computing, together with new sensor technologies, wireless communication standards, powerful mobile devices and wearable computers strongly support novel information management applications in healthcare. In addition, these technologies also allow making this information ubiquitously available on different types of devices to different types of users (physicians, nurses, or patients), independent of their current location. Both trends together will significantly improve the quality of treatment and care for patients and the elderly. Most importantly, data management, access, and processing in e-Health applications requires highly dependent and reliable infrastructures which can potentially be life-saving.
Work at the Databases and Information Systems Group in the area of e-Health focuses on the following two challenges:
- Data Stream Analysis in Sports: Data streams are increasingly collected in personal healhcare / fitness applications. In our work, we consider a workflow-based approach for the analysis of different data streams in sports applications.
- Dynamic Adaptation of Processes in Healthcare: Processes in healthcare are characterized by a large number of variations. Usually, these variations are not known in advance but are determined dynamically, based on the individual treatment of patients. Other reasons for dynamic adaptations are changes in the context of (mobile) users (physician, medical staff, etc.). In our work, we have developed a framework for such dynamic adaptations of processes in healthcare, with special focus on processes running on mobile devices.
- Reliable Data Stream Management: If we consider our aging society, the amount of elderly people suffering from one or more chronic diseases is increasing. Telemonitoring applications in home care enable healthcare institutions to take care of their patients while they are out of hospital. This requires support for processing continuous streams of data, coming from physiological sensors or sensors in the home environment of patients.
Staff
Research Projects
- CASCOM: Context-aware Business Application Service Co-ordination in mobile Computing Environments
- D4Science: DIstributed colLaboratories Infrastructure on Grid ENabled Technology 4 Science
- DELOS Network of Excellence on Digital Libraries
- LoCa: A Location & Context-aware eHealth Infrastructure
- StreamTeam: From Individual Sensing to Collaborative Action Analysis
Thesis Projects
- A UI for comparative team sport analysis in SportSense
- A Zooming UI for Team Sport Analysis
- Complex Event Detection and Event Based Retrieval in eSports
- Database migration in the openIMIS open source health insurance management system
- Detecting off-ball performance in football with SportSense
- Echtzeitanalyse und Visualisierung des Teamverhaltens in Fussballspielen auf der Basis von kontinuierlichen Sensordatenströmen
- Highly-Parameterizable Data Generation and Modularized Real-Time Data Stream Analysis in Forest Fire Fighting Scenarios
- Integration of Fast Healthcare Interoperability Resources (HL7 FHIR) into the openIMIS open source health insurance management system
- Kontextsensitive Migration von Anwendungszuständen in Mobilplattformen
- PAN - A P2P Approach for Scalable Complex Event Detection in Distributed Data Streams
- Query-by-Sketch in Automatically Annotated Soccer Matches
- SportSense-Eishockey: Skizzen-basierte Suche in Sport-Videos
- Tactical Performance Analysis of Ice Hockey Matches with SportSense
- Web-based content distribution through storytelling for young caregivers
Publications
2021
- Philipp Seidenschwarz
Data-Driven Analytics for Decision Making in Game Sports
PhD Thesis, Department of Mathematics and Computer Science, University of Basel, Switzerland, 2021/9
2020
- Lukas Probst, Heiko Schuldt, Philipp Seidenschwarz, Martin Rumo
StreamTeam-Football: Analyzing Football Matches in Real-Time on the Basis of Position Streams
Proceedings of the IEEE International Conference on Big Data (BigData 2020) , Atlanta, GA, USA (held virtually), 2020/12 - Lukas Probst
Spatio-Temporal Multi Data Stream Analysis with Applications in Team Sports
PhD Thesis, Department of Mathematics and Computer Science, University of Basel, 2020/7
2019
- Philipp Seidenschwarz, Martin Rumo, Lukas Probst, and Heiko Schuldt
A Flexible Approach to Football Analytics: Assessment, Modeling and Implementation
Proceedings of the 12th International Symposium on Computer Science in Sport (IACSS 2019), Moscow, Russia, 2019/11 - Philipp Seidenschwarz, Martin Rumo, Lukas Probst, and Heiko Schuldt
A Flexible Approach to Football Analytics: Assessment, Modeling and Implementation (Abstract)
Book of Abstracts of the 12th International Symposium on Computer Science in Sport, Moscow, Russia, 2019/7
2018
- Lukas Probst, Fabian Rauschenbach, Heiko Schuldt, Philipp Seidenschwarz, Martin Rumo
Integrated Real-Time Data Stream Analysis and Sketch-Based Video Retrieval in Team Sports
Proceedings of the 2018 IEEE International Conference on Big Data (BigData 2018), Seattle, WA, USA, 2018/12
2017
- Lukas Probst, Frederik Brix, Heiko Schuldt, Martin Rumo
Demo: Real-Time Football Analysis with StreamTeam
Proceedings of the 11th International Conference on Distributed and Event-based Systems (DEBS 2017), Barcelona, Spain, 2017/6
2016
- Lukas Probst, Ivan Giangreco, Heiko Schuldt
Pull-based Real-Time Complex Event Detection in Multiple Data Streams - the PAN Approach
Technical Report CS-2016-003, Department of Mathematics and Computer Science, University of Basel, 2016/8 - Lukas Probst, Ivan Giangreco, Heiko Schuldt
PAN – Distributed Real-Time Complex Event Detection in Multiple Data Streams
16th IFIP International Conference on Distributed Applications and Interoperable Systems (DAIS 2016), Heraklion, Crete, Greece, 2016/6
2014
- Nadine Fröhlich
Context-aware workflow management in eHealth applications
PhD Thesis, Department of Mathematics and Computer Science, University of Basel, Switzerland, 2014/12
2012
- Michael Springmann
Building Blocks for Adaptable Image Search in Digital Libaries
PhD Thesis, Department of Mathematics and Computer Science, University of Basel, Switzerland, 2012/4 - Thorsten Möller
Flexible Semantic Service Execution
PhD Thesis, Department of Mathematics and Computer Science, University of Basel, Switzerland, 2012/4
2011
- Nadine Fröhlich, Andreas Meier, Thorsten Möller, Heiko Schuldt, Joël Vogt
Context-aware Process and User Interface Adaptation in eHealth Applications - The LoCa Approach
Health Informatics:An Adaptive Communication Technology for Future Healthcare, 2011/10
2010
- Nadine Fröhlich, Thorsten Möller, Steven Rose, Heiko Schuldt
A Benchmark for Context Data Management in Mobile Context-Aware Applications
Proceedings of the 4th International Workshop on Personalized Access, Profile Management, and Contex, Singapore, 2010/9 - Nadine Fröhlich, Thorsten Möller, Steven Rose, Heiko Schuldt
A Benchmark for Context Data Management in Mobile Applications
Technical Report CS-2010-002 Department of Computer Science, 2010/8 - Laura Cristiana Voicu, Heiko Schuldt, Yuri Breitbart, Hans-Jörg Schek
Flexible Data Access in a Cloud based on Freshness Requirements
Proceedings of the 3rd International Conference on Cloud Computing (IEEE CLOUD 2010), Miami, FL, USA, 2010/7 - Thorsten Möller and Heiko Schuldt
Optimized Data Access for Efficient Execution of Semantic Services
1st International Workshop on Data Engineering meets the Semantic Web (DESWeb 2010), Long Beach, CA, USA, 2010/3
2009
- Laura Cristiana Voicu and Heiko Schuldt
How Replicated Data Management in the Cloud can benefit from a Data Grid Protocol — the Re:GRIDiT Approach
Proceedings of the 1st International Workshop on Cloud Data Management (CloudDB 2009), Hong Kong, China, 2009/11 - Laura Cristiana Voicu, Heiko Schuldt
Load-Aware Dynamic Replication Management in a Data Grid
17th International Conference on Cooperative Information Systems (CoopIS 2009), Vilamoura, Portugal, 2009/11 - Laura Cristiana Voicu, Heiko Schuldt, Fuat Akal, Yuri Breitbart, Hans Jörg Schek
Re:GRIDiT – Coordinating Distributed Update Transactions on Replicated Data in the Grid
10th IEEE/ACM International Conference on Grid Computing (Grid 2009), Banff, Canada, 2009/10 - Nadine Fröhlich, Andreas Meier, Thorsten Möller, Marco Savini, Heiko Schuldt, Joël Vogt
LoCa – Towards a Context-aware Infrastructure for eHealth Applications
Proceedings of fifteenth International Conference on Distributed Multimedia Systems (DMS’09), Redwood City, San Francisco Bay, USA, 2009/9 - Andreas Meier, Marco Savini, Joël Vogt, Heiko Schuldt, Thorsten Möller, Nadine Fröhlich
LoCa:bestmögliche Interaktion in der Medizin
Netzguide E-Government / E-Health 2009, 2009/8
2008
- Yannis Ioannidis, Diego Milano, Hans-Jörg Schek, Heiko Schuldt
DelosDLMS - From the DELOS vision to the implementation of a future digital library management system
International Journal on Digital Libraries, Special Issue on Very Large Digital Libraries, 2008/10 - Michael Schumacher, Heikki Helin, Heiko Schuldt (Eds.)
CASCOM:Intelligent Service Coordination in the Semantic Web
Whitestein Series in Software Agent Technologies and Autonomic Computing, 2008/8 - Michael Springmann, Andreas Dander, Heiko Schuldt
Improving Efficiency and Effectiveness of the Image Distortion Model
Pattern Recognition Letters, 2008/8 - Mihael Cankar, Nadine Fröhlich, Heimo Laamanen, Thorsten Möller, Heiko Schuldt
Qualitative Analysis
CASCOM:Intelligent Service Coordination in the Semantic Web, 2008/8 - Danilo Bonardi, Luis M. Botelho, Matthias Klusch, Antonio L. Lopes, Thorsten Möller, Alexandre de Oliveira e Sousa, Matteo Vasirani
Quantitative Analysis
CASCOM:Intelligent Service Coordination in the Semantic Web, 2008/8 - Luis M. Botelho, Antonio L. Lopes, Thorsten Möller, Heiko Schuldt
Semantic Web Service Execution
CASCOM:Intelligent Service Coordination in the Semantic Web, 2008/8 - Gert Brettlecker, César Cáceres, Alberto Fernández, Nadine Fröhlich, Ari Kinnunen, Sascha Ossowski, Heiko Schuldt, Metteo Vsirani
Technology in Healthcare
CASCOM:Intelligent Service Coordination in the Semantic Web, 2008/8 - Gert Brettlecker
Efficient and Reliable Data Stream Management
PhD Thesis Computer Science Department, University of Basel, Switzerland, 2008/5
2007
- Ceri Binding, Gert Brettlecker, Tiziana Catarci, Stavros Christodoulakis, Tom Crecelius, Nektarios Gioldasis, Hans-Christian Jetter, Mouna Kacimi, Diego Milano, Paola Ranaldi, Harald Reiterer, Giuseppe Santucci, Hans-Jörg Schek, Heiko Schuldt, Doug Tudhope, Gerhard Weikum
DelosDLMS:Infrastructure and Services for Future Digital Library Systems
Proceedings of the Second International DELOS Conference, Tirrenia, Italy, 2007/12 - Michael Springmann, Adriana Ispas, Heiko Schuldt, Moira Norrie, Beat Signer
Towards Query by Sketch
Proceedings of the Second International DELOS Conference, Tirrenia-Pisa, Italy, 2007/12 - Thorsten Möller, Heiko Schuldt
A Platform to Support Decentralized and Dynamically Distributed P2P Composite OWL-S Service Execution
Proceedings of the 2nd workshop on Middleware for Service Oriented Computing (MW4SOC), collocated wi, Newport Beach, CA, USA, 2007/11 - Nadine Fröhlich, Heikki Helin, Heimo Laamanen, Thorsten Möller, Thomas Schabetsberger, Heiko Schuldt, Christian Stark
Semantic Service Co-Ordination for Emergency Assistance in Mobile e-Health Environments
Workshop on Semantic Web in Ubiquitous Healthcare, collocated with the 6th International Semantic We, Busan, South Korea, 2007/11 - Gert Brettlecker, Paola Ranaldi, Heiko Schuldt
DelosDLMS – a Next-generation Digital Library Management System
Proceedings of the International Workshop on Visual and Multimedia Digital Libraries, Modena, Italy, 2007/9 - Gert Brettlecker, Heiko Schuldt
Im Gesundheitswesen ist Verlässlichkeit gefragt
Info Week, 2007/9 - Gert Brettlecker, Heiko Schuldt
The OSIRIS-SE (stream-enabled) infrastructure for reliable data stream management on mobile devices
Proceedings of SIGMOD Conference, Beijing, China, 2007/6 - Leonardo Candela, Donatella Castelli, Yannis Ioannidis, Georgia Koutrika, Pasquale Pagano, Seamus Ross, Hans-Jörg Schek, Heiko Schuldt, Costantino Thanos
Setting the foundations of Digital Libraries:The DELOS Manifesto
D-Lib Magazine, 2007/3 - Maristella Agosti, Stefano Berretti, Gert Brettlecker, Alberto Del Bimbo, Nicola Ferro, Norbert Fuhr, Daniel A. Keim, Claus-Peter Klas, Thomas Lidy, Diego Milano, Moira C. Norrie, Paola Ranaldi, Andreas Rauber, Hans-Jörg Schek, Tobias Schreck, Heiko Schuldt, Beat Signer, Michael Springmann
DelosDLMS – the Integrated DELOS Digital Library Management System
Proceedings of the First International DELOS Conference, Tirrenia, Italy, 2007/2 - Gert Brettlecker, Heiko Schuldt, Peter M. Fischer, Hans-Jörg Schek
Integration of Reliable Sensor Data Stream Management into Digital Libraries
Proceedings of the First International DELOS Conference, Tirrenia-Pisa, Italy, 2007/2 - Gert Brettlecker, Diego Milano, Paola Ranaldi, Hans-Jörg Schek, Heiko Schuldt and Michael Springmann
ISIS and OSIRIS:A Process-Based Digital Library Application on Top of a Distributed Process Support Middleware
Proceedings of the First International DELOS Conference, Tirrenia, Italy, 2007/2 - Michael Springmann, Ludger Bischofs, Peter M. Fischer, Hans-Jörg Schek, Heiko Schuldt, Ulrike Steffens, Raimund Vogl
Management of and Access to Virtual Electronic Health Records
Proceedings of the First International DELOS Conference, Tirrenia-Pisa, Italy, 2007/2 - Maristella Agosti, Gert Brettlecker, Nicola Ferro, Paola Ranaldi, Heiko Schuldt
Extending the DelosDLMS by the FAST Annotation Service
Post-proceedings of the Third Italian Research Conference on Digital Library Systems, Padova, Italy, 2007/1
2006
- António Lopes, Paulo Costa, Federico Bergenti, Matthias Klusch, Bastian Blankenburg, Thorsten Möller, Heiko Schuldt
Context-aware Secure Service Composition Planning and Execution on E-Health Environments
Proceedings of 1st European Conference on E-Health (ECEH06), Fribourg, Switzerland, 2006/10 - Bergenti, F.; Cáceres, C.; Fernández, A.; Fröhlich, N.; Helin, H.; Keller, O.; Kinnunen, A.; Klusch, M.; Laamanen, H.; Lopes, A.; Ossowski, S.; Schuldt, H.; Schumacher, M.
Context-aware Service Coordination for Mobile e-Health Applications
Proceedings of 1st European Conference on E-Health (ECEH06), 2006/10 - Hans Jörg Schek, Gert Brettlecker
Research Issues in Pervasive Information Management for Health Monitoring and e-Inclusion
Proceedings of 1st European Conference on E-Health (ECEH06), Fribourg, Switzerland, 2006/10 - Gert Brettlecker, Heiko Schuldt, Hans-Jörg Schek
Efficient and Coordinated Checkpointing for Reliable Distributed Data Stream Management
Proceedings of 10th East European Conference Advances in Databases and Information Systems (ADBIS 20, Thessaloniki, Greece, 2006/9 - Michael Springmann
A Novel Approach for Compound Document Matching
Bulletin of the IEEE Technical Committee on Digital Libraries (TCDL), 2006/7 - Hans-J. Schek, Heiko Schuldt
DelosDLMS - Infrastructure for the Next Generation of Digital Library Management Systems
ERCIM News, Special Issue on European Digital Library, 2006/7 - Gert Brettlecker, Heiko Schuldt, Hans-Jörg Schek
Eine Pervasive-Healthcare-Infrastruktur für die verlässliche Informationsverwaltung und -verarbeitung im Gesundheitswesen
Datenbank Spektrum, 2006/5
2005
- Heikki Helin, Matthias Klusch, Antonio Lopes, Alberto Fernandez, Michael Schumacher, Heiko Schuldt, Federico Bergenti, Ari Kinnunen
CASCOM:Context-Aware Service Co-ordination in Mobile P2P Environments
Proceedings of the 3rd German Conference on Multiagent System Technologies (MATES 2005), Koblenz, Germany, 2005/9 - Thorsten Möller, Heiko Schuldt, Andreas Gerber, Matthias Klusch
Semantic Service Composition and Co-ordination in CASCOM
Proceedings of the 3rd Healthcare Digital Libraries Workshop (HDL 2005), Vienna, Austria, 2005/9 - Thorsten Möller, Heiko Schuldt
Unterstützung zukünftiger Anwendungen im Gesundheitswesen durch Kopplung beschreibender Informationen an gegenständliche und virtuelle Objekte
50. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, Freiburg im Breisgau, Germany, 2005/9 - Manfred Wurz, Gert Brettlecker, Heiko Schuldt
A Combined Hyperdatabase and Grid Infrastructure for Data Stream Management and Digital Library Processes
Post-Proceedings of the 6th Thematic Workshop of the EU Network of Excellence DELOS, 2005/8 - Heikki Helin, Matthias Klusch, Antonio Lopes, Alberto Fernandez, Michael Schumacher, Heiko Schuldt, Federico Bergenti, Ari Kinnunen
Context-aware Business Application Service Co-ordination in Mobile Computing Environments
Proceedings of the 2005 Workshop on Ambient Intelligence - Agents for Ubiquitous Environments, Utrecht, The Netherlands, 2005/7 - Manfred Wurz, Heiko Schuldt
Dynamically Making Use of Distributed Data Sources in a Grid Environment
Proceedings of the 8th DELOS Workshop on Future Digital Library Management Systems:System Archite, Schloss Dagstuhl, Germany, 2005/3 - Michael Springmann, Sören Balko, Hans-Jörg Schek
Efficient and Effective Matching of Compound Patient Records
8th DELOS thematic workshop - Future Digital Library Management Systems:System Architecture and Info, Schloss Dagstuhl, Germany, 2005/3 - Gert Brettlecker, Heiko Schuldt, Hans-Jörg Schek
Towards Reliable Data Stream Processing with OSIRIS-SE
Proceedings of BTW Conference, Karlsruhe, Germany, 2005/3
2004
- Gert Brettlecker, Hans-Jörg Schek, Heiko Schuldt
Information Management Infrastructure for Telemonitoring in Healthcare
Tagungsband der 49. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie u, Innsbruck, Austria, 2004/9 - Michael Springmann, Hans-Jörg Schek, Heiko Schuldt
Kombination von Bausteinen zur ähnlichkeitsbasierten Suche in elektronischen Multimedia-Patientenakten
Tagungsband der 49. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie u, Innsbruck, Austria, 2004/9 - Ludger Bischofs, Willi Hasselbring, Heiko Niemann, Heiko Schuldt, Manfred Wurz
Verteilte Architekturen zur intra- und inter-institutionellen Integration von Patientendaten
Tagungsband der 49. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie u, Innsbruck, Austria, 2004/9 - Gert Brettlecker, Heiko Schuldt, Raimund Schatz
Hyperdatabases for Peer-to-Peer Data Stream Processing
Proceedings of International Conference on Web Services (ICWS), San Diego, CA, USA, 2004/7 - Manfred Wurz, Gert Brettlecker, Heiko Schuldt
Data Stream Management and Digital Library Processes on Top of a Hyperdatabase and Grid Infrastructure
Pre-Proceedings of the 6th Thematic Workshop of the EU Network of Excellence DELOS, Caligari, Italy, 2004/6