Dennis Medved

Associate Researcher, Master
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  1. 2020
  2. Utilizing Deep Learning and RDF to Predict Heart Transplantation Survival

    Dennis Medved, Johan Nilsson & Pierre Nugues, 2020 Jan 3, Foundations of Information and Knowledge Systems: 11th International Symposium, FoIKS 2020, Proceedings. Herzig, A. & Kontinen, J. (eds.). Switzerland: Springer, Cham, p. 175-190 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12012 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

  3. 2018
  4. Deep Learning Applications for Biomedical Data and Natural Language Processing

    Dennis Medved, 2018, Lund: Department of Computer Science, Lund University. 130 p.

    Research output: ThesisDoctoral Thesis (compilation)

  5. Simulating the Outcome of Heart Allocation Policies Using Deep Neural Networks

    Dennis Medved, Pierre Nugues & Johan Nilsson, 2018, Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE - Institute of Electrical and Electronics Engineers Inc.

    Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

  6. 2017
  7. Applications of Machine Learning on Natural Language Processing and Biomedical Data

    Dennis Medved, 2017 May 3, 90 p.

    Research output: ThesisLicentiate Thesis

  8. Predicting the Outcome for Patients in a Heart Transplantation Queue using Deep Learning

    Dennis Medved, Pierre Nugues & Johan Nilsson, 2017, Proceedings of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 74-77

    Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

  9. 2016
  10. Selection of an Optimal Feature Set to Predict Heart Transplantation Outcomes

    Dennis Medved, Pierre Nugues & Johan Nilsson, 2016 Oct 18, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE - Institute of Electrical and Electronics Engineers Inc., p. 3290-3293

    Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

  11. 2015
  12. Improving the Detection of Relations Between Objects in an Image Using Textual Semantics

    Dennis Medved, Fangyuan Jiang, Peter Exner, Magnus Oskarsson, Pierre Nugues & Karl Åström, 2015, Pattern Recognition Applications and Methods /Lecture Notes in Computer Science. Fred, A., De Marsico, M. & Tabbone, A. (eds.). Springer, Vol. 9443. p. 133-145 13 p.

    Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

  13. 2014
  14. Combining Text Semantics and Image Geometry to Improve Scene Interpretation

    Dennis Medved, Fangyuan Jiang, Peter Exner, Magnus Oskarsson, Pierre Nugues & Karl Åström, 2014, Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods . SciTePress, p. 479-486

    Research output: Chapter in Book/Report/Conference proceedingChapter in Report

  15. Image Segmentation and Labeling Using Free-Form Semantic Annotation

    Agnes Tegen, Rebecka Weegar, Linus Hammarlund, Magnus Oskarsson, Fangyuan Jiang, Dennis Medved, Pierre Nugues & Karl Åström, 2014, [Host publication title missing]. IEEE - Institute of Electrical and Electronics Engineers Inc., p. 2281-2286

    Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

  16. 2013
  17. Challenges in teaching international students: group separation, language barriers and culture differences

    Dennis Medved, Antonio Franco, Xiang Gao & Fangfang Yang, 2013, Genombrottet, Lunds tekniska högskola.

    Research output: Book/ReportReport

  18. Streamlining a Transplantation Survival Prediction Program with a RDF Triplestore

    Dennis Medved, Johan Nilsson & Pierre Nugues, 2013. 4 p.

    Research output: Contribution to conferencePaper, not in proceeding

  19. 2012
  20. Combining Text Semantics and Image Geometry to Identify Relations

    Dennis Medved, 2012

    Research output: Other contributionMiscellaneous