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)

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)

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; et al. (CIDM, 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 (CinC, 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 (EMBC, 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 (EMBC, 2014)

Interactive Biosignal Analysis and Classification. - Harri Siirtola; Jorge Avalos-Salguero; Kirsi Penttinen; Katriina Aalto-Setälä; Martti Juhola (IV, 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 (SMC, 2014)

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)

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)

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)

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)

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 (CinC, 2017)

Intrinsic Complexity of RR and QT Intervals at the Cellular Level. - Jiyeong Kim; Ilya Potapov; Disheet Shah; Jukka Kuusela; Katriina Aalto-Setälä; Esa Räsänen (CinC, 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)

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)

Towards Accurate and Model-Free QT Correction. - Esa Räsänen; Ilya Potapov; Janne Solanpää; Katriina Aalto-Setälä (CinC, 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)

Machine Learning of Drug Influence Based on iPSC Cardiomyocyte Calcium Transient Signals. - Martti Juhola; Henry Joutsijoki; Risto-Pekka Pölönen; Katriina Aalto-Setälä (CinC, 2022)

Data analytics for cardiac diseases. - Martti Juhola; Henry Joutsijoki; Kirsi Penttinen; Disheet Shah; Risto-Pekka Pölönen; Katriina Aalto-Setälä (Comput. Biol. Medicine, 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)

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 (CIBCB, 2023)