Katriina Aalto-Setälä

According to our database, Katriina Aalto-Setälä authored at least 22 papers between 2011 and 2023.

Collaborative distances:

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

2023

A Comparative Study of Machine Learning Algorithms and SIFT for Identifying the Quality of Human Induced Pluripotent Stem Cell Colony.

Henry Joutsijoki, Markus Haponen, Katriina Aalto-Setälä, Martti Juhola

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023

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

Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals.

Martti Juhola, Henry Joutsijoki, Risto-Pekka Pölönen, Katriina Aalto-Setälä

Proceedings of the Computing in Cardiology, 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

Towards Accurate and Model-Free QT Correction.

Esa Räsänen, Ilya Potapov, Janne Solanpää, Katriina Aalto-Setälä

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Cardiomyocytes: Analysis of Temperature Response and Signal Propagation Between Dissociated Clusters Using Novel Video-Based Movement Analysis Software.

Dhanesh Kattipparambil Rajan, Antti-Juhana Maki, Mari Pekkanen-Mattila, Joose Kreutzer, Tomi Ryynänen, Hannu Valimaki, Jarmo Verho, Jussi T. Koivumäki, Heimo Ihalainen, Katriina Aalto-Setälä, Pasi Kallio, Jukka Lekkala

IEEE Access, 2020

2018

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.

Dhanesh Kattipparambil Rajan, Joose Kreutzer, Hannu Valimaki, Mari Pekkanen-Mattila, Antti Ahola, Anne Skogberg, Katriina Aalto-Setälä, Heimo Ihalainen, Pasi Kallio, Jukka Lekkala

IEEE Access, 2018

Intrinsic Complexity of RR and QT Intervals at the Cellular Level.

Jiyeong Kim, Ilya Potapov, Disheet Shah, Jukka Kuusela, Katriina Aalto-Setälä, Esa Räsänen

Proceedings of the Computing in Cardiology, 2018

2017

Short- and Long-Range Correlations in Beat Rate Variability of Human Pluripotent-Stem-Cell-Derived Cardiomyocytes.

Jiyeong Kim, Jukka Kuusela, Katriina Aalto-Setälä, Esa Räsänen

Proceedings of the Computing in Cardiology, 2017

2016

Machine Learning Approach to Automated Quality Identification of Human Induced Pluripotent Stem Cell Colony Images.

Henry Joutsijoki, Markus Haponen, Jyrki Rasku, Katriina Aalto-Setälä, Martti Juhola

Comput. Math. Methods Medicine, 2016

A software tool for studying the size and shape of human cardiomyocytes.

Jyrki Rasku, Marisa Ojala, Risto-Pekka Pölönen, Henry Joutsijoki, Yulia Gizatdinova, Jorma Laurikkala, Kimmo Kartasalo, Katriina Aalto-Setälä, Martti Juhola

Biomed. Signal Process. Control., 2016

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

CytoSpectre: a tool for spectral analysis of oriented structures on cellular and subcellular levels.

Kimmo Kartasalo, Risto-Pekka Pölönen, Marisa Ojala, Jyrki Rasku, Jukka Lekkala, Katriina Aalto-Setälä, Pasi Kallio

BMC Bioinform., 2015

2014

Histogram-based classification of iPSC colony images using machine learning methods.

Henry Joutsijoki, Markus Haponen, Ivan Baldin, Jyrki Rasku, Yulia Gizatdinova, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 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

Investigating local spatially-enhanced structural and textural descriptors for classification of iPSC colony images.

Yulia Gizatdinova, Jyrki Rasku, Markus Haponen, Henry Joutsijoki, Ivan Baldin, Michelangelo Paci, Jari A. K. Hyttinen, Katriina Aalto-Setälä, Martti Juhola

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

Motion Analysis Method for Determining Cardiomyocyte Beating Properties Based on Digital Image Correlation and Templates.

Antti Ahola, Paruthi Pradhapan, Eeva Laurila, Katriina Aalto-Setälä, Jari A. K. Hyttinen

Proceedings of the Computing in Cardiology, CinC 2014, 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

2011

All Titanium Microelectrode Array for Field Potential Measurements from Neurons and Cardiomyocytes - A Feasibility Study.

Tomi Ryynänen, Ville J. Kujala, Laura Ylä-Outinen, Ismo Korhonen, Jarno M. A. Tanskanen, Pasi Kauppinen, Katriina Aalto-Setälä, Jari A. K. Hyttinen, Erja Kerkelä, Susanna Narkilahti, Jukka Lekkala

Micromachines, 2011

Averaging in vitro cardiac field potential recordings obtained with microelectrode arrays.

Ville J. Kujala, Zaida C. Jimenez, Juho Väisänen, Jarno M. A. Tanskanen, Erja Kerkelä, Jari A. K. Hyttinen, Katriina Aalto-Setälä

Comput. Methods Programs Biomed., 2011