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Katriina Aalto-Setälä
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2020 – today
- 2023
- [c11]Henry Joutsijoki, Markus Haponen, Katriina Aalto-Setälä, Martti Juhola:
A Comparative Study of Machine Learning Algorithms and SIFT for Identifying the Quality of Human Induced Pluripotent Stem Cell Colony. CIBCB 2023: 1-7 - 2022
- [j11]Martti Juhola, Henry Joutsijoki, Kirsi Penttinen, Disheet Shah
, Risto-Pekka Pölönen
Data analytics for cardiac diseases. Comput. Biol. Medicine 142: 105218 (2022) - [j10]Martti Juhola
A method to measure data complexity of a complicated medical data set. Int. J. Imaging Syst. Technol. 32(6): 1822-1831 (2022) - [c10]Martti Juhola, Henry Joutsijoki, Risto-Pekka Pölönen, Katriina Aalto-Setälä:
Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals. CinC 2022: 1-3 - 2021
- [j9]Martti Juhola
On computational classification of genetic cardiac diseases applying iPSC cardiomyocytes. Comput. Methods Programs Biomed. 210: 106367 (2021) - [c9]Esa Räsänen
Towards Accurate and Model-Free QT Correction. CinC 2021: 1-4 - 2020
- [j8]Dhanesh Kattipparambil Rajan
Cardiomyocytes: Analysis of Temperature Response and Signal Propagation Between Dissociated Clusters Using Novel Video-Based Movement Analysis Software. IEEE Access 8: 109275-109288 (2020)
2010 – 2019
- 2018
- [j7]Dhanesh Kattipparambil Rajan
A Portable Live-Cell Imaging System With an Invert-Upright-Convertible Architecture and a Mini-Bioreactor for Long-Term Simultaneous Cell Imaging, Chemical Sensing, and Electrophysiological Recording. IEEE Access 6: 11063-11075 (2018) - [c8]Jiyeong Kim, Ilya Potapov, Disheet Shah
Intrinsic Complexity of RR and QT Intervals at the Cellular Level. CinC 2018: 1-4 - 2017
- [c7]Jiyeong Kim, Jukka Kuusela, Katriina Aalto-Setälä, Esa Räsänen
Short- and Long-Range Correlations in Beat Rate Variability of Human Pluripotent-Stem-Cell-Derived Cardiomyocytes. CinC 2017 - 2016
- [j6]Jyrki Rasku, Marisa Ojala
A software tool for studying the size and shape of human cardiomyocytes. Biomed. Signal Process. Control. 30: 134-139 (2016) - [j5]Henry Joutsijoki
Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images. Comput. Math. Methods Medicine 2016: 3091039:1-3091039:15 (2016) - 2015
- [j4]Kimmo Kartasalo
CytoSpectre: a tool for spectral analysis of oriented structures on cellular and subcellular levels. BMC Bioinform. 16: 344:1-344:23 (2015) - [j3]Martti Juhola
Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes. Comput. Biol. Medicine 61: 1-7 (2015) - 2014
- [c6]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
Classification of iPSC colony images using hierarchical strategies with support vector machines. CIDM 2014: 86-92 - [c5]Antti Ahola, Paruthi Pradhapan, Eeva Laurila, Katriina Aalto-Setälä, Jari A. K. Hyttinen:
Motion Analysis Method for Determining Cardiomyocyte Beating Properties Based on Digital Image Correlation and Templates. CinC 2014: 1137-1140 - [c4]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:
On computation of calcium cycling anomalies in cardiomyocytes data. EMBC 2014: 1444-1447 - [c3]Yulia Gizatdinova, Jyrki Rasku, Markus Haponen, Henry Joutsijoki, Ivan Baldin, Michelangelo Paci, Jari A. K. Hyttinen
Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images. EMBC 2014: 3361-3365 - [c2]Harri Siirtola
Interactive Biosignal Analysis and Classification. IV 2014: 327-332 - [c1]Henry Joutsijoki, Markus Haponen, Ivan Baldin, Jyrki Rasku, Yulia Gizatdinova, Michelangelo Paci, Jari A. K. Hyttinen
Histogram-based classification of iPSC colony images using machine learning methods. SMC 2014: 2611-2617 - 2011
- [j2]Ville J. Kujala, Zaida C. Jimenez, Juho Väisänen, Jarno M. A. Tanskanen
Averaging in vitro cardiac field potential recordings obtained with microelectrode arrays. Comput. Methods Programs Biomed. 104(2): 199-205 (2011) - [j1]Tomi Ryynänen
All Titanium Microelectrode Array for Field Potential Measurements from Neurons and Cardiomyocytes - A Feasibility Study. Micromachines 2(4): 394-409 (2011)
Coauthor Index
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