prof. dr. M. (Michael) Biehl

Adjunct Hoogleraar (tenured, with ius promovendi)


Research units:

Postal address:
Gebouw 5161, ruimte 0584
Phone: +31 50 363 3997

Research interests

Machine Learning, Neural Networks, Data Analysis, Pattern Recognition, Biomedical Data, Bioinformatics, Classification, Supervised Learning, Unsupervised Learning, Computational Science, Scientific Computation, Modeling and Simulation, Statistical Physics

  1. Inter-species prediction of protein phosphorylation in the sbv IMPROVER species translation challenge

    Biehl, M., Sadowski, P., Bhanot, G., Bilal, E., Dayarian, A., Meyer, P., Norel, R., Rhrissorrakrai, K., Zeller, M. D. & Hormoz, S. 2014 In : Bioinformatics. 9 p.

    Research output: Scientific - peer-reviewArticle

  2. Steroid metabolome analysis reveals prevalent glucocorticoid excess in primary aldosteronism

    Arlt, W., Lang, K., Sitch, A. J., Dietz, A. S., Rhayem, Y., Bancos, I., Feuchtinger, A., Chortis, V., Gilligan, L. C., Ludwig, P., Riester, A., Asbach, E., Hughes, B. A., O’Neil, D. M., Bidlingmaier, M., Tomlinson, J. W., Hassan-Smith, Z. K., Rees, D. A., Adolf, C., Hahner, S., Quinkler, M., Dekkers, T., Deinum, J., Biehl, M., Keevil, B. G., Shackleton, C. H. L., Deeks, J. J., Walch, A. K., Beuschlein, F. & Reincke, M. 20-Apr-2017 In : JCI Insight. 2, 8

    Research output: Scientific - peer-reviewArticle

  3. Biomedical Applications of Prototype Based Classifiers and Relevance Learning

    Biehl, M. 2017 International Conference on Algorithms for Computational Biology: 4th International Conference, AlCoB 2017, Aveiro, Portugal, June 5-6, 2017, Proceedings. Figueiredo, D., Martín-Vide, C., Pratas, D. & Vega-Rodríguez, M. A. (eds.). Cham: Springer International Publishing, p. 3-23 21 p.

    Research output: ScientificChapter

  4. Classification of FDG-PET Brain Data by Generalized Matrix Relevance LVQ

    Biehl, M., Mudali, D., Leenders, K. L. & Roerdink, J. B. T. M. Dec-2016 Brain-Inspired Computing: Second International Workshop, BrainComp 2015, Cetraro, Italy, July 6-10, 2015, Revised Selected Papers. Amunts, K., Grandinetti, L., Lippert, T. & Petkov, N. (eds.). Cham: Springer International Publishing, p. 131-141 11 p. (Lecture Notes in Computer Science; vol. 10087)

    Research output: ScientificChapter

  5. Predicting recurrence in clear cell Renal Cell Carcinoma: Analysis of TCGA data using outlier analysis and generalized matrix LVQ

    Mukherjee, G., Bhanot, G., Raines, K., Sastry, S., Doniach, S. & Biehl, M. 1-Jul-2016 2016 IEEE Congress on Evolutionary Computation (CEC). IEEEXplore, p. 656-661 6 p.

    Research output: Scientific - peer-reviewConference contribution

  6. Prototype-based models in machine learning

    Biehl, M., Hammer, B. & Villmann, T. 2016 In : Wiley Interdisciplinary Reviews. Cognitive Science. 7, 2, p. 92-111 20 p.

    Research output: Scientific - peer-reviewReview article

  7. Critical assessment of automated flow cytometry data analysis techniques

    Aghaeepour, N., Finak, G., Hoos, H., Mosmann, T. R., Brinkman, R., Gottardo, R., Scheuermann, R. H., FlowCAP Consortium & DREAM Consortium Mar-2013 In : Nature Methods. 10, 3, p. 228-238 11 p.

    Research output: Scientific - peer-reviewArticle

  8. Predicting protein phosphorylation from gene expression: Top methods from the IMPROVER Species Translation Challenge

    Dayarian, A., Romero, R., Wang, Z., Biehl, M., Bilal, E., Hormoz, S., Meyer, P., Norel, R., Rhrissorrakrai, K., Bhanot, G., Luo, F. & Tarca, A. L. 2014 In : Bioinformatics. 9 p.

    Research output: Scientific - peer-reviewArticle

View all (242) »

  1. 4th International Conference on Algorithms for Computational Biology

    Biehl, M. (Invited speaker)

    Activity: Talk or presentationInvited talk

  2. International Workshop on Brain-Inspired Computing

    Biehl, M. (Speaker)

    Activity: Talk or presentationInvited talk

View all (70) »

  1. Distinguished Visiting Fellow, Institute of Advanced Studies

    Michael Biehl (Recipient), 1-Apr-2014

    Prize: Fellowship awarded competitively

View all (7) »

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