Stefan Schulz

Summary

Affiliation: University of Freiburg
Country: Germany

Publications

  1. ncbi Bridging the semantics gap between terminologies, ontologies, and information models
    Stefan Schulz
    Institute of Medical Biometry Medical Informatics, University Medical Center Freiburg, Germany
    Stud Health Technol Inform 160:1000-4. 2010
  2. ncbi How granularity issues concern biomedical ontology integration
    Stefan Schulz
    Institute of Medical Biometry and Medical Informatics, University Medical Center Freiburg, Germany
    Stud Health Technol Inform 136:863-8. 2008
  3. ncbi A description logics approach to CGPS
    Stefan Schulz
    Department of Medical Informatics, Freiburg University Hospital, Stefan Meier Str 26, 79104 Freiburg, Germany
    Stud Health Technol Inform 101:137-41. 2004
  4. ncbi Part-whole representation and reasoning in formal biomedical ontologies
    Stefan Schulz
    Department of Medical Informatics, Freiburg University Hospital, Stefan Meier Str 26, D 79104 Freiburg, Germany
    Artif Intell Med 34:179-200. 2005
  5. ncbi Biomedical ontologies: what part-of is and isn't
    Stefan Schulz
    Department of Medical Informatics, University Hospital, Freiburg, Germany
    J Biomed Inform 39:350-61. 2006
  6. ncbi The semantics of procedures and diseases in SNOMED CT
    S Schulz
    Department of Medical Informatics, Freiburg University, Germany
    Methods Inf Med 45:354-8. 2006
  7. ncbi Spatial location and its relevance for terminological inferences in bio-ontologies
    Stefan Schulz
    Medical Informatics Department, Freiburg University Hospital, Freiburg, Germany
    BMC Bioinformatics 8:134. 2007
  8. ncbi Alignment of the UMLS semantic network with BioTop: methodology and assessment
    Stefan Schulz
    Institute of Medical Biometry and Medical Informatics, University Medical Center Freiburg, Freiburg, Germany
    Bioinformatics 25:i69-76. 2009
  9. ncbi Granularity issues in the alignment of upper ontologies
    Stefan Schulz
    Universitatsklinikum, Institut für Medizinische Biometrie und Medizinische Informatik, Stefan Meier Strasse 26, 79104 Freiburg, Germany
    Methods Inf Med 48:184-9. 2009
  10. ncbi Ten theses on clinical ontologies
    Stefan Schulz
    Department of Medical Informatics, Freiburg University Hospital, Germany
    Stud Health Technol Inform 127:268-75. 2007

Detail Information

Publications53

  1. ncbi Bridging the semantics gap between terminologies, ontologies, and information models
    Stefan Schulz
    Institute of Medical Biometry Medical Informatics, University Medical Center Freiburg, Germany
    Stud Health Technol Inform 160:1000-4. 2010
    ....
  2. ncbi How granularity issues concern biomedical ontology integration
    Stefan Schulz
    Institute of Medical Biometry and Medical Informatics, University Medical Center Freiburg, Germany
    Stud Health Technol Inform 136:863-8. 2008
    ..We conclude that the third BFO level must be ignored in order not to obviate cross-granularity integration...
  3. ncbi A description logics approach to CGPS
    Stefan Schulz
    Department of Medical Informatics, Freiburg University Hospital, Stefan Meier Str 26, 79104 Freiburg, Germany
    Stud Health Technol Inform 101:137-41. 2004
    ..There are two benefits in pursuing such an approach. First, it provides a foundation for logic-based CGP fusion and collision detection. Second, it allows for the checking of clinical treatment episodes from the EPR against CGPs...
  4. ncbi Part-whole representation and reasoning in formal biomedical ontologies
    Stefan Schulz
    Department of Medical Informatics, Freiburg University Hospital, Stefan Meier Str 26, D 79104 Freiburg, Germany
    Artif Intell Med 34:179-200. 2005
    ..For the biomedical domain, it is not only crucial to cope with ontological dependencies between wholes and their parts but also with specific reasoning patterns which underlie the propagation of roles across partonomic hierarchies...
  5. ncbi Biomedical ontologies: what part-of is and isn't
    Stefan Schulz
    Department of Medical Informatics, University Hospital, Freiburg, Germany
    J Biomed Inform 39:350-61. 2006
    ..We analyze these ambiguities and make suggestions for a standardization of mereological relations in biomedical ontologies...
  6. ncbi The semantics of procedures and diseases in SNOMED CT
    S Schulz
    Department of Medical Informatics, Freiburg University, Germany
    Methods Inf Med 45:354-8. 2006
    ..In this article, we analyze a special encoding scheme for diseases and procedures in SNOMED CT, the so-called relationship groups (RGs), which had been devised to avoid ambiguities in definitions...
  7. ncbi Spatial location and its relevance for terminological inferences in bio-ontologies
    Stefan Schulz
    Medical Informatics Department, Freiburg University Hospital, Freiburg, Germany
    BMC Bioinformatics 8:134. 2007
    ..An adequate and expressive ontological representation of biological organisms and their parts requires formal reasoning mechanisms for their relations of physical aggregation and containment...
  8. ncbi Alignment of the UMLS semantic network with BioTop: methodology and assessment
    Stefan Schulz
    Institute of Medical Biometry and Medical Informatics, University Medical Center Freiburg, Freiburg, Germany
    Bioinformatics 25:i69-76. 2009
    ..In order to make logic-based reasoning available for the resources annotated or categorized with the SN, a mapping ontology was developed aligning the SN with BioTop...
  9. ncbi Granularity issues in the alignment of upper ontologies
    Stefan Schulz
    Universitatsklinikum, Institut für Medizinische Biometrie und Medizinische Informatik, Stefan Meier Strasse 26, 79104 Freiburg, Germany
    Methods Inf Med 48:184-9. 2009
    ..BioTop is an upper domain ontology that aims at aligning more specialized biomolecular and biomedical ontologies. The integration of BioTop and the upper ontology Basic Formal Ontology (BFO) is the objective of this study...
  10. ncbi Ten theses on clinical ontologies
    Stefan Schulz
    Department of Medical Informatics, Freiburg University Hospital, Germany
    Stud Health Technol Inform 127:268-75. 2007
    ....
  11. ncbi Towards the ontological foundations of symbolic biological theories
    Stefan Schulz
    Department of Medical Informatics, Freiburg University Hospital, Stefan Meier Strasse 26, 79104 Freiburg, Germany
    Artif Intell Med 39:237-50. 2007
    ..Support for the symbolic representation of the physical structure of living organisms by an ontologically solid and logically sound foundation as a basis for formal reasoning...
  12. ncbi Conversion problems concerning automated mapping from ICD-10 to ICD-9
    S Schulz
    Department of Medical Informatics, University of Freiburg, Germany
    Methods Inf Med 37:254-9. 1998
    ..We recommend that in a future revision of the ICD, compatibility with the then existing classification system should be considered...
  13. ncbi The ontology of biological taxa
    Stefan Schulz
    Institute of Medical Biometry and Medical Informatics, University Medical Center Freiburg, Stefan Meier Str 26, 79104 Freiburg, Germany
    Bioinformatics 24:i313-21. 2008
    ....
  14. ncbi SNOMED CT's problem list: ontologists' and logicians' therapy suggestions
    Stefan Schulz
    Freiburg University Hospital, Medical Informatics Department, Freiburg, Germany
    Stud Health Technol Inform 129:802-6. 2007
    ..The number of full definitions should be increased. Finally, we propose a new approach to modeling part-whole hierarchies, as well as the integration of qualifier relations into the description logic framework...
  15. ncbi SNOMED reaching its adolescence: ontologists' and logicians' health check
    Stefan Schulz
    Freiburg University Medical Center, Institute of Medical Biometry and Medical Informatics, Stefan Meier Str 26, 79104 Freiburg, Germany
    Int J Med Inform 78:S86-94. 2009
    ..All proposed modifications can be expressed by the computationally tractable description logic EL(++)...
  16. ncbi Morpheme-based, cross-lingual indexing for medical document retrieval
    S Schulz
    CLIF Computational Linguistics Laboratory, Freiburg University, Werthmannplatz 1, D 79085 Freiburg, Germany
    Int J Med Inform 58:87-99. 2000
    ..We present a tool for thesaurus compilation and management, and outline a methodology for the proper construction and maintenance of a multilingual morpheme thesaurus...
  17. ncbi Is the "International Classification for Patient Safety" a classification?
    Stefan Schulz
    IMBI, University Medical Center, 79104 Freiburg, Germany
    Stud Health Technol Inform 150:502-6. 2009
    ..Acknowledging its merits as a standard reporting instrument for change management and process improvements we propose formal improvements...
  18. ncbi Indexing medical WWW documents by morphemes
    S Schulz
    Department of Medical Informatics, 70106 Freiburg, Germany
    Stud Health Technol Inform 84:266-70. 2001
    ..The second problem, cross-lingual medical document retrieval, is dealt with by defining cross-lingual equivalence relations on the emerging morpheme sets...
  19. ncbi Formal representation of complex SNOMED CT expressions
    Stefan Schulz
    Institute of Medical Biometry and Medical Informatics, University Medical Center, Freiburg, Germany
    BMC Med Inform Decis Mak 8:S9. 2008
    ..SNOMED CT claims to support formal reasoning by description-logic based concept definitions...
  20. ncbi Medical knowledge reengineering--converting major portions of the UMLS into a terminological knowledge base
    S Schulz
    Freiburg University Hospital, Department of Medical Informatics, Stefan Meier Strasse 26, D 79104 Freiburg, Germany
    Int J Med Inform 64:207-21. 2001
    ....
  21. ncbi Automatic lexeme acquisition for a multilingual medical subword thesaurus
    Kornél Markó
    Freiburg University Hospital, Medical Informatics Department, Stefan Meier Strasse 26, D 79104 Freiburg, Germany
    Int J Med Inform 76:184-9. 2007
    ..We present a method for the automated acquisition of a multilingual medical lexicon (for Spanish, French and Swedish) to be used within the framework of a medical cross-language text retrieval system...
  22. ncbi Large-scale evaluation of a medical cross-language information retrieval system
    Kornél Markó
    Medical Informatics Department, University Medical Center Freiburg, Germany
    Stud Health Technol Inform 129:392-6. 2007
    ..e. semantically minimal units. Using two different standard test collections for the medical domain, we evaluate our approach for six languages covered by our system...
  23. ncbi The DebugIT core ontology: semantic integration of antibiotics resistance patterns
    Daniel Schober
    Institute for Medical Biometry and Medical Informatics, Freiburg University Medical Center, Germany
    Stud Health Technol Inform 160:1060-4. 2010
    ..We provide a query example that indicates that ontological querying over heterogeneous information models is feasible via SPARQL construct- and resource mapping queries...
  24. ncbi MEDSYNDIKATE--a natural language system for the extraction of medical information from findings reports
    Udo Hahn
    Text Knowledge Engineering Lab, Freiburg University, Werthmannplatz 1, D 79104, Freiburg, Germany
    Int J Med Inform 67:63-74. 2002
    ..We also present data for the information extraction performance of MEDSYNDIKATE in terms of the semantic interpretation of three major syntactic patterns in medical documents...
  25. ncbi Text retrieval based on medical subwords
    Martin Honeck
    Freiburg University Hospital, Department of Medical Informatics
    Stud Health Technol Inform 90:241-5. 2002
    ..Based on a series of retrieval experiments, we have gathered evidence that subword-based indexing and retrieval for the German biomedical sublanguage, at least--outperforms conventional string matching approaches...
  26. ncbi Checking coding completeness by mining discharge summaries
    Stefan Schulz
    University Medical Center Freiburg, Germany
    Stud Health Technol Inform 169:594-8. 2011
    ..Based on these data we predict roughly 716 non-coded diabetes cases, 13 non-coded Parkinson cases, and 420 non-coded asthma/COPD cases among 34,865 treatment episodes...
  27. ncbi Automatic mapping of clinical documentation to SNOMED CT
    Holger Stenzhorn
    Institute for Medical Biometry and Medical Informatics, University Medical Center, 79104 Freiburg, Germany
    Stud Health Technol Inform 150:228-32. 2009
    ..Based on this we implemented a prototypical system which incorporates both the OpenNLP and the MorphoSaurus natural language processing systems...
  28. ncbi Biomedical information retrieval across languages
    Philipp Daumke
    Department of Medical Informatics, University Hospital Freiburg, Freiburg, Germany
    Med Inform Internet Med 32:131-47. 2007
    ..We evaluate this approach using the OHSUMED corpus, a large medical document collection, within a cross-language retrieval setting...
  29. ncbi MorphoSaurus--design and evaluation of an interlingua-based, cross-language document retrieval engine for the medical domain
    K Marko
    Medical Informatics Department, Freiburg University Hospital, Germany
    Methods Inf Med 44:537-45. 2005
    ..We propose an interlingua-based indexing approach to account for the particular challenges that arise in the design and implementation of cross-language document retrieval systems for the medical domain...
  30. ncbi Breast cancer: patient information needs reflected in English and German web sites
    C Weissenberger
    Division of Radiotherapy, University Hospital of Freiburg, Hugstetter Strasse 55, D 79106 Freiburg, Germany
    Br J Cancer 91:1482-7. 2004
    ....
  31. ncbi Quality criteria for electronic publications in medicine
    S Schulz
    Department of Medical Informatics, University Hospital Freiburg, Germany
    Stud Health Technol Inform 51:217-26. 1998
    ..The necessity to raise the quality level of electronic publications is stressed considering aspects of domain knowledge, software engineering, media development, interface design and didactics...
  32. ncbi Discourse structures in medical reports--watch out! The generation of referentially coherent and valid text knowledge bases in the MEDSYNDIKATE system
    U Hahn
    Freiburg University, Computational Linguistics Lab, Germany
    Int J Med Inform 53:1-28. 1999
    ..Our suggestions are based on experience with MEDSYNDIKATE, a medical text knowledge acquisition system designed to properly deal with various sorts of discourse structure phenomena...
  33. ncbi How knowledge drives understanding--matching medical ontologies with the needs of medical language processing
    U Hahn
    Computational Linguistics Division Text Knowledge Engineering Lab, Freiburg University, Germany
    Artif Intell Med 15:25-51. 1999
    ..These provide an adequate methodology for designing more sophisticated, flexible medical ontologies serving the needs of 'deep' knowledge applications which are by no means restricted to medical language processing...
  34. ncbi Computer-based training and electronic publishing in the health sector: tools and trends
    S Schulz
    Department of Medical Informatics, University of Freiburg, Germany
    Methods Inf Med 36:149-53. 1997
    ..whereas in developing countries these media are scarce and expensive. Here CBT programs, and hypermedia publications in particular, may be a cost-effective way to improve quality of education in the health sector...
  35. ncbi Unintended consequences of existential quantifications in biomedical ontologies
    Martin Boeker
    Institute of Medical Biometry and Medical Informatics, University Medical Center Freiburg, Freiburg, Germany
    BMC Bioinformatics 12:456. 2011
    ..Based on the interpretations underlying OWL description logics (OWL-DL) semantics, we scrutinize the OWL-DL releases of OBO ontologies to assess whether their logical axioms correspond to the meaning intended by their authors...
  36. ncbi Subword-based semantic retrieval of clinical and bibliographic documents
    P Daumke
    University Medical Center Freiburg, Stefan Meier Str 26, 79104 Freiburg, Germany
    Methods Inf Med 49:141-7. 2010
    ..The increasing amount of electronically available documents in bibliographic databases and the clinical documentation requires user-friendly techniques for content retrieval...
  37. ncbi The Pitfalls of Thesaurus Ontologization - the Case of the NCI Thesaurus
    Stefan Schulz
    Medical Informatics Group, University Medical Center Freiburg, Germany
    AMIA Annu Symp Proc 2010:727-31. 2010
    ..After identifying typical error patterns we discuss some possible improvements. Our recommendation is to either amend the problematic axioms in the OWL-DL formalization or to consider some less strict representational format...
  38. ncbi Gastrointestinal cancer web sites: how do they address patients' concerns?
    Christian Weissenberger
    Department of Radiotherapy, University Hospital of Freiburg, Robert Koch Strasse 3, 79106, Freiburg, Germany
    Int J Colorectal Dis 21:615-24. 2006
    ..We studied the quality of web sites containing information on gastrointestinal cancer, focusing on the way these web sites dealt with the special concerns of these patients...
  39. ncbi Comparison of ICHI and CCAM basic coding system
    Susanne Hanser
    Department of Medical Informatics, Freiburg University Hospital, Germany
    Stud Health Technol Inform 124:795-800. 2006
    ..Considering the ongoing standardization of health terminologies and classifications, we strongly recommend to improve the ICHI structure, capitalizing on the benefits of the CCAM architecture...
  40. ncbi InfoServerPlus: providing a medical library as application service
    Holger Pschichholz
    Department of Medical Informatics, University Hospital of Freiburg, Stefan-Meier-Strasse 26, D-79104 Freiburg, Germany
    Stud Health Technol Inform 90:189-94. 2002
    ..The requirements and the accompanying system architecture could be satisfactorily implemented...
  41. ncbi Health informatics world wide--a WWW service for the health informatics community
    R Klar
    Department of Medical Informatics, Freiburg University Hospital, 79104 Freiburg, Germany
    Stud Health Technol Inform 84:357-60. 2001
    ..Access statistics are presented which demonstrate its relevance as well as the geographical focus of Health Informatics research and development...
  42. ncbi [Virtual conferences in medicine]
    S Schulz
    Abteilung Medizinische Informatik, , , Germany
    Zentralbl Gynakol 123:487-93. 2001
    ..We describe the architecture and typical features of virtual conferences, their organizational and technical requirements and discuss prerequisites for their successful implementation...
  43. ncbi Using cross-lingual information to cope with underspecification in formal ontologies
    Werner Ceusters
    Language and Computing nv, Zonnegem, Beligium
    Stud Health Technol Inform 95:391-6. 2003
    ..By using a specific experimental design, we are able to quantify the impact of cross-lingual information in coping with underspecification in formal ontologies...
  44. ncbi Ontological foundations for biomedical sciences
    Udo Hahn
    Artif Intell Med 39:179-82. 2007
  45. ncbi An Ontology driven collaborative development for biomedical terminologies: from the French CCAM to the Australian ICHI coding system
    Jean M Rodrigues
    University of Saint Etienne, France
    Stud Health Technol Inform 124:863-8. 2006
    ..The initial results are presented and discussed in terms of feasibility and quality assurance for sharing and maintaining consistent medical knowledge and allowing diversity in linguistic expressiveness of end users...
  46. ncbi Corpus-based error detection in a multilingual medical thesaurus
    Roosewelt L Andrade
    Paraná University of Technology UTFPR, Curitiba, Brazil
    Stud Health Technol Inform 129:529-34. 2007
    ..The overall quality improvement of the thesaurus was finally measured using the OHSUMED IR benchmark, resulting in a significant improvement of the retrieval quality for one of the languages tested...
  47. ncbi Knowledge environments representing molecular entities for the virtual physiological human
    Martin Hofmann-Apitius
    Bonn Aachen International Center for Information Technology, University of Bonn, Dahlmannstrasse 2, 53113 Bonn, Germany
    Philos Transact A Math Phys Eng Sci 366:3091-110. 2008
    ..Finally, we provide a perspective for the future implementation and use of knowledge environments representing molecular entities for the VPH...
  48. ncbi Gene Regulation Ontology (GRO): design principles and use cases
    Elena Beisswanger
    Jena University Language and Information Engineering JULIE Lab, Jena, Germany
    Stud Health Technol Inform 136:9-14. 2008
    ..The GRO has just been submitted to the OBO library and is currently under review. It is available at http://www.ebi.ac.uk/Rebholz-srv/GRO/GRO.html...
  49. ncbi Thesaurus anomaly detection by user action monitoring
    Jeferson L Bitencourt
    Pontifical Catholic University of Parana PUCPR, Curitiba, Brazil
    Stud Health Technol Inform 129:655-9. 2007
    ..We identify four types of such anomalies. We also analyzed to which extent the anomalous lexicon entries had been detected by an alternative, corpus-based approach...
  50. ncbi Towards a top-domain ontology for linking biomedical ontologies
    Holger Stenzhorn
    Department of Medical Informatics Freiburg University Hospital, Germany
    Stud Health Technol Inform 129:1225-9. 2007
    ..Some actual BioTop interface classes are shown subsequently. We conclude by detailing on some planned BioTop usages in the area of BioNLP and cancer research and show some further intended improvements...
  51. ncbi Identification and biosynthesis of an aggregation pheromone of the storage mite Chortoglyphus arcuatus
    Stefan Schulz
    Institut fur Organische Chemie, Technische Universitat Braunschweig, Hagenring 30, 38106 Braunschweig, Germany
    Chembiochem 5:1500-7. 2004
    ..Feeding experiments with deuterated propionate showed that chortolure is a polyketide, formed by successive addition of four propionate units to an acetate starter...
  52. ncbi Results of an Internet survey of myoelectric prosthetic hand users
    Christian Pylatiuk
    Forschungszentrum Karlsruhe, Institute for Applied Computer Science, Karlsruhe, Germany
    Prosthet Orthot Int 31:362-70. 2007
    ....