PhD Markus Matilainen - UTU Research Portal

Markus Matilainen
PhD

- Senior Researcher,
Clinical Neurosciences (Department of Clinical Medicine)

Turku PET Centre

manmat@utu.fi

+358 29 450 4739

+358 50 472 8469

Itäinen Pitkäkatu 4

Turku

: https://orcid.org/0000-0002-5597-2670

Statistics; Biostatistics; Blind Source Separation

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Rituximab in the treatment of multiple sclerosis in the Hospital District of Southwest Finland (2020)
- Multiple Sclerosis and Related Disorders
Laura Airas, Marjo Nylund, Iina Mannonen, Markus Matilainen, Marcus Sucksdorff, Eero Rissanen
Serum glial fibrillary acidic protein correlates with multiple sclerosis disease severity (2020)
- Multiple Sclerosis
Heidi Högel, Eero Rissanen, Christian Barro, Markus Matilainen, Marjo Nylund, Jens Kuhle, Laura Airas
11 390 Continuum kuppikomponentin pysyvyystulokset primaarissa lonkan tekonivelleikkauksessa Suomen tekonivelrekisterissä (2019)
- Suomen ortopedia ja traumatologia
Matias Hemmilä, Mikko Karvonen, Inari Laaksonen, Markus Matilainen, Antti Eskelinen, Jaason Haapakoski, Ari-Pekka Puhto, Jukka Kettunen, Mikko Manninen, Keijo T Mäkelä
6080 Tritanium-kuppikomponentin pysyvyystulokset primaarissa lonkan tekonivelleikkauksessa Suomen tekonivel-rekisteriin perustuen (2019)
- Suomen ortopedia ja traumatologia
Antton Palomäki, Matias Hemmilä, Inari Laaksonen, Markus Matilainen, Antti Eskelinen, Jaason Haapakoski, Ari-Pekka Puhto, Jukka Kettunen, Mikko Manninen, Keijo T Mäkelä
Extracting Conditionally Heteroskedastic Components using Independent Component Analysis (2019)
- Journal of Time Series Analysis
Miettinen J, Matilainen M, Nordhausen K, Taskinen S
Natalizumab treatment reduces microglial activation in the white matter of the MS brain (2019)
- Neurology, Neuroimmunology and Neuroinflammation
Sucksdorff M, Tuisku J, Matilainen M, Vuorimaa A, Smith S, Keitila J, Rokka J, Parkkola R, Nylund M, Rinne J, Rissanen E, Airas L
Sliced average variance estimation for multivariate time series (2019)
- Statistics
M. Matilainen, C. Croux, K. Nordhausen, H. Oja
Survival of 11,390 Continuum cups in primary total hip arthroplasty based on data from the Finnish Arthroplasty Register (2019)
- Acta Orthopaedica
Hemmilä M, Karvonen M, Laaksonen I, Matilainen M, Eskelinen A, Haapakoski J, Puhto AP, Kettunen J, Manninen M, Mäkelä KT
On Independent Component Analysis and Supervised Dimension Reduction for Time Series (2018) Matilainen Markus
On the number of signals in multivariate time series (2018)
- Lecture Notes in Computer Science
Latent Variable Analysis and Signal Separation Markus Matilainen, Klaus Nordhausen, Joni Virta
What Is the Long-term Survivorship of Cruciate-retaining TKA in the Finnish Registry? (2018)
- Clinical Orthopaedics and Related Research
Emmi Montonen, Inari Laaksonen, Markus Matilainen, Antti Eskelinen, Jaason Haapakoski, Ari-Pekka Puhto, Jarkko Leskinen, Jukka Kettunen, Mikko Manninen, Keijo T. Mäkelä
On Independent Component Analysis with Stochastic Volatility Models (2017)
- Austrian Journal of Statistics
Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
Supervised dimension reduction for multivariate time series (2017)
- Econometrics and Statistics
Matilainen Markus, Croux Christophe, Nordhausen Klaus, Oja Hannu
Survival of uncemented cups from a single manufacturer implanted from 1985 to 2013: Finnish Arthroplasty Register data (2017)
- Archives of Orthopaedic and Trauma Surgery
Antton Palomäki, Lasse Lempainen, Markus Matilainen, Antti Eskelinen, Ville Remes, Petri Virolainen, Keijo T. Mäkelä
ICA and Stochastic Volatility Models (2016) Computer Data Analysis and Modeling: Theoretical and Applied Stochastics, Proceedings of the XI International Conference, Minsk, September 6-10, 2016 Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
Modeling Associations between Principals' Reported Indoor Environmental Quality and Students' Self-Reported Respiratory Health Outcomes Using GLMM and ZIP Models (2016)
- International Journal of Environmental Research and Public Health
Oluyemi Toyinbo, Markus Matilainen, Mari Turunen, Tuula Putus, Richard Shaughnessy, Ulla Haverinen-Shaughnessy
New independent component analysis tools for time series (2015)
- Statistics and Probability Letters
Markus Matilainen, Klaus Nordhausen, Hannu Oja
tsBSS: Tools for Blind Source Separation for Time Series (2015) Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
Countrywise results of total hip arthroplasty - an analysis of 438,733 hips based on the Nordic Arthroplasty Register Association database (2014)
- Acta Orthopaedica
Mäkelä K T, Matilainen M, Pulkkinen P, Fenstad A M, Havelin L I, Engesaeter L, Furnes O, Overgaard S, Pedersen A B, Kärrholm J, Malchau H, Garellick G, Ranstam J, Eskelinen A
Failure rate of cemented and uncemented total hip replacements: register study of combined Nordic database of four nations (2014)
- BMJ
Mäkelä K T, Matilainen M, Pulkkinen P, Fenstad A M, Havelin L, Engesaeter L, Furnes O, Pedersen A B, Overgaard S, Kärrholm J, Malchau H, Garellick G, Ranstam J, Eskelinen A.