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

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

Areas of expertise

Statistics; Biostatistics; Blind Source Separation

Publications

3 of 4

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
(A1 Refereed original research article in a scientific journal)
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
(A1 Refereed original research article in a scientific journal)
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
(D1 Article in a professional journal)
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
(D1 Article in a professional journal)
Extracting Conditionally Heteroskedastic Components using Independent Component Analysis (2019)
- Journal of Time Series Analysis
Miettinen J, Matilainen M, Nordhausen K, Taskinen S
(A1 Refereed original research article in a scientific journal)
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
(A1 Refereed original research article in a scientific journal)
Sliced average variance estimation for multivariate time series (2019)
- Statistics
M. Matilainen, C. Croux, K. Nordhausen, H. Oja
(A1 Refereed original research article in a scientific journal)
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
(A1 Refereed original research article in a scientific journal)
On Independent Component Analysis and Supervised Dimension Reduction for Time Series (2018) Matilainen Markus
(G5 Article dissertation )
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
(A4 Refereed article in a conference publication )
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
(A1 Refereed original research article in a scientific journal)
On Independent Component Analysis with Stochastic Volatility Models (2017)
- Austrian Journal of Statistics
Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
(A1 Refereed original research article in a scientific journal)
Supervised dimension reduction for multivariate time series (2017)
- Econometrics and Statistics
Matilainen Markus, Croux Christophe, Nordhausen Klaus, Oja Hannu
(A1 Refereed original research article in a scientific journal)
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
(A1 Refereed original research article in a scientific journal)
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
(A4 Refereed article in a conference publication )
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
(A1 Refereed original research article in a scientific journal)
New independent component analysis tools for time series (2015)
- Statistics and Probability Letters
Markus Matilainen, Klaus Nordhausen, Hannu Oja
(A1 Refereed original research article in a scientific journal)
tsBSS: Tools for Blind Source Separation for Time Series (2015) Markus Matilainen, Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
(I2 ICT program or software application )
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
(A1 Refereed original research article in a scientific journal)
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.
(A1 Refereed original research article in a scientific journal)