Kirsi Penttinen

According to our database, Kirsi Penttinen authored at least 7 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A method to measure data complexity of a complicated medical data set.

Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä

Int. J. Imaging Syst. Technol., 2022

Data analytics for cardiac diseases.

Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Risto-Pekka Pölönen, Katriina Aalto-Setälä

Comput. Biol. Medicine, 2022

2021

On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes.

Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah, Katriina Aalto-Setälä

Comput. Methods Programs Biomed., 2021

2015

Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes.

Martti Juhola, Kirsi Penttinen, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Harri Siirtola, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jari A. K. Hyttinen, Katriina Aalto-Setälä

Comput. Biol. Medicine, 2015

2014

Interactive Biosignal Analysis and Classification.

Harri Siirtola, Jorge Avalos-Salguero, Kirsi Penttinen, Katriina Aalto-Setälä, Martti Juhola

Proceedings of the 18th International Conference on Information Visualisation, 2014

On computation of calcium cycling anomalies in cardiomyocytes data.

Martti Juhola, Henry Joutsijoki, Kirsi Varpa, Jyri Saarikoski, Jyrki Rasku, Kati Iltanen, Jorma Laurikkala, Heikki Hyyrö, Jorge Avalos-Salguero, Harri Siirtola, Kirsi Penttinen, Katriina Aalto-Setälä

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Classification of iPSC colony images using hierarchical strategies with support vector machines.

Henry Joutsijoki, Jyrki Rasku, Markus Haponen, Ivan Baldin, Yulia Gizatdinova, Michelangelo Paci, Jyri Saarikoski, Kirsi Varpa, Harri Siirtola, Jorge Avalos-Salguero, Kati Iltanen, Jorma Laurikkala, Kirsi Penttinen, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014