Research output per year
Research output per year
Search results
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2023
Machine learning of drug influence based on iPSC cardiomyocyte calcium transient signals
Juhola, M., Joutsijoki, H., Pölönen, R.-P. & Aalto-Setälä, K., 2023, Computing in Cardiology 2022. Vol. 498. 3 p. (Computing in Cardiology; vol. 498).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile1 Citation (Scopus)32 Downloads (Pure) -
2017
Short- and Long-Range Correlations in Beat Rate Variability of Human Pluripotent-Stem-Cell-Derived Cardiomyocytes
Kim, J., Kuusela, J., Aalto-Setälä, K. & Räsänen, E., 2017, Computing in Cardiology 2017. Pickett, C., Corsi, C., Laguna, P. & MacLeod, R. (eds.). Vol. 44. p. 1-4 4 p. (Computing in Cardiology).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile2 Citations (Scopus)16 Downloads (Pure) -
2015
Classification of iPSC Colony Images Using Hierarchical Strategies with Support Vector Machines
Joutsijoki, H., Avalos-Salguero, J., Iltanen, K., Laurikkala, J., Penttinen, K., Hyttinen, J., Aalto-Setälä, K., Juhola, M., Rasku, J., Haponen, M., Baldin, I., Gizatdinova, Y., Paci, M., Saarikoski, J., Varpa, K. & Siirtola, H., 2015, Proceedings of 2014 IEEE SSCI 2014 - Symposium on Computational Intelligence and Data Mining - CIDM 2014. IEEE, p. 86-92 7 p. 7008152Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
8 Citations (Scopus) -
2014
Histogram-based classification of iPSC colony images using machine learning methods
Joutsijoki, H., Haponen, M., Baldin, I., Rasku, J., Gizatdinova, Y., Paci, M., Hyttinen, J., Aalto-Setälä, K. & Juhola, M., 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics, October 5-8, 2014, San Diego, CA, USA. IEEE, p. 2641-2647Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
9 Citations (Scopus) -
Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images
Gizatdinova, Y., Rasku, J., Haponen, M., Joutsijoki, H., Baldin, I., Paci, M., Hyttinen, J., Aalto-Setälä, K. & Juhola, M., 2014, Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBC'14. IEEE, p. 3361-3365 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
3 Citations (Scopus)