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Henry Joutsijoki
Henry Joutsijoki
Adjunct Professor, Tampere University
Verified email at tuni.fi
Title
Cited by
Cited by
Year
Machine learning approach to automated quality identification of human induced pluripotent stem cell colony images
H Joutsijoki, M Haponen, J Rasku, K Aalto-Setälä, M Juhola
Computational and mathematical methods in medicine 2016, 2016
452016
Detection of genetic cardiac diseases by Ca2+ transient profiles using machine learning methods
M Juhola, H Joutsijoki, K Penttinen, K Aalto-Setälä
Scientific reports 8 (1), 9355, 2018
432018
Applying one-vs-one and one-vs-all classifiers in k-nearest neighbour method and support vector machines to an otoneurological multi-class problem
K Varpa, H Joutsijoki, K Iltanen, M Juhola
User centred networked health care, 579-583, 2011
372011
Error-correcting output codes in classification of human induced pluripotent stem cell colony images
H Joutsijoki, M Haponen, J Rasku, K Aalto-Setälä, M Juhola
BioMed Research International 2016, 2016
332016
Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates
H Joutsijoki, K Meissner, M Gabbouj, S Kiranyaz, J Raitoharju, J Ärje, ...
Ecological Informatics 20, 1-12, 2014
332014
Analysis of drug effects on iPSC cardiomyocytes with machine learning
M Juhola, K Penttinen, H Joutsijoki, K Aalto-Setälä
Annals of Biomedical Engineering 49, 129-138, 2021
272021
Comparing the one-vs-one and one-vs-all methods in benthic macroinvertebrate image classification
H Joutsijoki, M Juhola
Machine Learning and Data Mining in Pattern Recognition: 7th International …, 2011
272011
Signal analysis and classification methods for the calcium transient data of stem cell-derived cardiomyocytes
M Juhola, K Penttinen, H Joutsijoki, K Varpa, J Saarikoski, J Rasku, ...
Computers in Biology and Medicine 61, 1-7, 2015
232015
Kernel selection in multi-class support vector machines and its consequence to the number of ties in majority voting method
H Joutsijoki, M Juhola
Artificial Intelligence Review 40, 213-230, 2013
212013
Half-against-half multi-class support vector machines in classification of benthic macroinvertebrate images
H Joutsijoki
2012 International Conference on Computer & Information Science (ICCIS) 1 …, 2012
162012
Data analytics for cardiac diseases
M Juhola, H Joutsijoki, K Penttinen, D Shah, RP Pölönen, K Aalto-Setälä
Computers in Biology and Medicine 142, 105218, 2022
152022
DAGSVM vs. DAGKNN: an experimental case study with benthic macroinvertebrate dataset
H Joutsijoki, M Juhola
Machine Learning and Data Mining in Pattern Recognition: 8th International …, 2012
152012
Prediction of a state of a subject on the basis of a stabilogram signal and video oculography test
J Rasku, H Joutsijoki, I Pyykkö, M Juhola
Computer methods and programs in biomedicine 108 (2), 580-588, 2012
142012
On classification in the case of a medical data set with a complicated distribution
M Juhola, H Joutsijoki, H Aalto, TP Hirvonen
Applied Computing and Informatics 10 (1-2), 52-67, 2014
132014
Separation of HCM and LQT cardiac diseases with machine learning of Ca2+ transient profiles
H Joutsijoki, K Penttinen, M Juhola, K Aalto-Setälä
Methods of Information in Medicine 58 (04/05), 167-178, 2019
92019
On the influence of training data quality on text document classification using machine learning methods
J Saarikoski, H Joutsijoki, K Jarvelin, J Laurikkala, M Juhola
International Journal of Knowledge Engineering and Data Mining 3 (2), 143-169, 2015
92015
On computation of calcium cycling anomalies in cardiomyocytes data
M Juhola, H Joutsijoki, K Varpa, J Saarikoski, J Rasku, K Iltanen, ...
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
92014
Automated benthic macroinvertebrate identification with decision acyclic graph support vector machines
H Joutsijoki, M Juhola
Proceedings of the 2nd IASTED International Conference Computational …, 2011
92011
Classification of iPSC colony images using hierarchical strategies with support vector machines
H Joutsijoki, J Rasku, M Haponen, I Baldin, Y Gizatdinova, M Paci, ...
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 86-92, 2014
82014
Histogram-based classification of iPSC colony images using machine learning methods
H Joutsijoki, M Haponen, I Baldin, J Rasku, Y Gizatdinova, M Paci, ...
2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2014
82014
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Articles 1–20