Markus Matilainen
PhD
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
Statistics; Biostatistics; Blind Source Separation
Publications 
3 of 4
- Brain TSPO-PET predicts later disease progression independent of relapses in multiple sclerosis (2020)
- Brain
(A1 Refereed original research article in a scientific journal) - Effect of Dopaminergic Medication on Adenosine 2A Receptor Availability in Patients with Parkinson’s Disease (2020) Imran Waggan, Jouni Tuisku, Markus Matilainen, Semi Helin, Riitta Parkkola, Eero Rissanen, Juha Rinne, Laura Airas,
(Other publication) - Frequency and etiology of acute transverse myelitis in Southern Finland (2020)
- Multiple Sclerosis and Related Disorders
(A1 Refereed original research article in a scientific journal) - Implant Survival of 6,080 Tritanium Cups in Primary Total Hip Arthroplasty Data from the Finnish Arthroplasty Register from 2009 to 2017 (2020)
- Journal of Bone and Joint Surgery, American Volume
(A1 Refereed original research article in a scientific journal) - Insights into disseminated MS brain pathology with multimodal diffusion tensor and PET imaging (2020)
- Neurology, Neuroimmunology and Neuroinflammation
(A1 Refereed original research article in a scientific journal) - Rituximab in the treatment of multiple sclerosis in the Hospital District of Southwest Finland (2020)
- Multiple Sclerosis and Related Disorders
(A1 Refereed original research article in a scientific journal) - Serum glial fibrillary acidic protein correlates with multiple sclerosis disease severity (2020)
- Multiple Sclerosis
(A1 Refereed original research article in a scientific journal) - 11 390 Continuum kuppikomponentin pysyvyystulokset primaarissa lonkan tekonivelleikkauksessa Suomen tekonivelrekisterissä (2019)
- Suomen ortopedia ja traumatologia
(D1 Article in a professional journal) - 6080 Tritanium-kuppikomponentin pysyvyystulokset primaarissa lonkan tekonivelleikkauksessa Suomen tekonivel-rekisteriin perustuen (2019)
- Suomen ortopedia ja traumatologia
(D1 Article in a professional journal) - Extracting Conditionally Heteroskedastic Components using Independent Component Analysis (2019)
- Journal of Time Series Analysis
(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
(A1 Refereed original research article in a scientific journal) - Sliced average variance estimation for multivariate time series (2019)
- Statistics
(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
(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
(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
(A1 Refereed original research article in a scientific journal) - On Independent Component Analysis with Stochastic Volatility Models (2017)
- Austrian Journal of Statistics
(A1 Refereed original research article in a scientific journal) - Supervised dimension reduction for multivariate time series (2017)
- Econometrics and Statistics
(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
(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 )
UTU Research Portal