Research Output per year
Personal profile
Research profile
Drs. ir. Saskia L.M. van Loon holds both a M.Sc. degree in Medicine (Leiden University, 2008) and Biomedical Engineering (Eindhoven University of Technology, 2015). Currently, she pursues a Ph.D. at the department of Biomedical Engineering in the group of Chemical Biology (prof.dr. Volkher Scharnhorst) in collaboration with the Information Systems group of the School of Industrial Engineering and Innovation Sciences (prof.dr.ir. Uzay Kaymak). Her research is part of the IMPULSE 2 program and is performed at the Catharina Hospital Eindhoven.
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Mathematics
exclusion
Physics & Astronomy
Network
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Research Output 2012 2018
An enhanced approach to rule base simplification of first-order takagi-sugeno fuzzy inference systems
Fuchs, C. E. M., Wilbik, A. M., van Loon, S. L. M., Boer, A-K. & Kaymak, U., 2018, Advances in Fuzzy Logic and Technology 2017: Proceedings of: EUSFLAT- 2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN’2017 – The Sixteenth International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, September 13-15, 2017, Warsaw, Poland, Volume 2. Kacprzyk, J., Szmidt, E., Zadrożny, S., Atanassov, K. T. & Krawczak, M. (eds.). Dordrecht: Springer, p. 92-103 12 p. (Advances in Intelligent Systems and Computing; vol. 642)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Fuzzy inference
Fuzzy rules
Membership functions
Finding the optimal number of features based on mutual information
Chen, P., Wilbik, A., van Loon, S., Boer, A-K. & Kaymak, U., 2018, Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. Springer, Vol. 641, p. 477-486 10 p. (Advances in Intelligent Systems and Computing; vol. 641)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Feature extraction
Transparency
Fuzzy classification of bariatric post-surgery effectiveness
Arévalo, A., Pacheco, R., Salgado, C. M., van Loon, S., Boer, A. K., Vieira, S. M., Kaymak, U. & Sousa, J. M. C., 12 Oct 2018, 2018 IEEE International Conference on Fuzzy Systems, FUZZ 2018 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers (IEEE), 8 p. 8491643Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Fuzzy Classification
Surgery
Predictors
Fuzzy Modeling
Receiver Operating Characteristic Curve
Improved testing for vitamin B12 deficiency: correcting MMA for eGFR reduces the number of patients classified as vitamin B12 deficient
van Loon, S. L. M., Wilbik, A. M., Kaymak, U., van den Heuvel, E. R., Scharnhorst, V. & Boer, A. K., 1 Nov 2018, In : Annals of Clinical Biochemistry. 55, 6, p. 685-692Research output: Contribution to journal › Article › Academic › peer-review
Methylmalonic Acid
Vitamin B Complex
Vitamin B 12
Testing
Data Mining
On the interaction between feature selection and parameter determination in fuzzy modelling
Chen, P., Fuchs, C., Wilbik, A., Chan, T. M., van Loon, S., Boer, A. K., Lu, X., Scharnhorst, V. & Kaymak, U., 1 Jan 2018, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications - 17th International Conference, IPMU 2018, Proceedings: 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III. Medina, J., Perfilieva, I. & Yager, R. R. (eds.). Dordrecht: Springer, p. 150-161 12 p. (Communications in Computer and Information Science; vol. 855)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Fuzzy Modeling
Feature Selection
Feature extraction
Interaction
Model
Student theses
Biomarkers as predictor of quality of life in bariatric patients
Author: Schouten, J., 31 Jan 2019Supervisor: Hilbers, P. (Supervisor 1), van Riel, N. (Supervisor 2), Scharnhorst, V. (Supervisor 2), van Loon, S. (Supervisor 2) & Deneer, R. (Supervisor 2)
Student thesis: Master
Feature selection for predictive medical decision support models
Author: Rahmani, M. I., 28 May 2018Supervisor: Kaymak, U. (Supervisor 1), Wilbik, A. (Supervisor 2) & van Loon, S. (Supervisor 2)
Student thesis: Master
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Generating linguistic summaries using patient similarity
Author: Oak, A., 31 Aug 2018Supervisor: Kaymak, U. (Supervisor 1), Wilbik, A. (Supervisor 2), van Loon, S. (Supervisor 2) & Fahland, D. (Supervisor 2)
Student thesis: Master
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Predicting outcomes of bariatric surgery using datamining techniques
Author: Fuchs, C., 31 Mar 2017Supervisor: Wilbik, A. (Supervisor 1), Kaymak, U. (Supervisor 2), Kusters, R. (Supervisor 2), Boer, A. (Supervisor 2) & van Loon, S. (Supervisor 2)
Student thesis: Master
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Probabilistic fuzzy systems for vitamin B12 deficiency detection
Author: Ruiz Zapata, S., 31 Aug 2017Supervisor: Kaymak, U. (Supervisor 1), Wilbik, A. (Supervisor 2) & van Loon, S. (Supervisor 2)
Student thesis: Master
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