Research interests [ Show full biography ]
Markus research involves decision support systems, mainly classifying biomedical signals with artificial intelligence methods, e.g. Case-Based Reasoning. The research is applied to psychopsychological medicine and the treatment of stress-related dysfunctions.
[ Show all publications ]
|Knowledge Discovery and Case Based Reasoning in Medical Applications with Time Series, Peter Funk, Markus Nilsson (former), Ning Xiong, In Workshop proceedings of the 6th International Conference on Case Based Reasoning, p 10, Chicago, Editor(s):Isabelle Bichindaritz, Cindy Marling, December, 2005|
|Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system, Markus Nilsson (former), Peter Funk, Erik M. G. Olsson (Dept. of Psychology, Uppsala University), Bo von Schéele (PBMStressMedicine AB), Ning Xiong, Journal of Artificial Intelligence in Medicine, vol 36, nr 2, p156-176, Elsevier, November, 2005|
|Detecting breaths in capnography time series, Markus Nilsson (former), Mattias Karlsson (external), Andreas Selenwall (external), Peter Funk, Workshop proceedings of the 6th International Conference on Case Based Reasoning, Chicago, August, 2005|