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
- Increased serum glial fibrillary acidic protein associates with microstructural white matter damage in multiple sclerosis: GFAP and DTI (2021)
- Multiple Sclerosis and Related Disorders
(A1 Refereed original research article in a scientific journal) - 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 Disease2020 Imran Waggan, Jouni Tuisku, Markus Matilainen, Semi Helin, Riitta Parkkola, Eero Rissanen, Juha Rinne, Laura Airas,
(Other publication) - (2020)
- Multiple Sclerosis and Related DisordersMultiple Sclerosis and Related Disorders
(A1 Refereed original research article in a scientific journal) - (2020)
- Journal of Bone and Joint Surgery, American VolumeMultiple Sclerosis
(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
- Rituximab in the treatment of multiple sclerosis in the Hospital District of Southwest Finland6080 Tritanium-kuppikomponentin pysyvyystulokset primaarissa lonkan tekonivelleikkauksessa Suomen tekonivel-rekisteriin perustuen (2020)
- Serum glial fibrillary acidic protein correlates with multiple sclerosis disease severityExtracting Conditionally Heteroskedastic Components using Independent Component Analysis (2020)
- 11 390 Continuum kuppikomponentin pysyvyystulokset primaarissa lonkan tekonivelleikkauksessa Suomen tekonivelrekisterissäNatalizumab treatment reduces microglial activation in the white matter of the MS brain (2019)
- Suomen ortopedia ja traumatologiaNeurology, Neuroimmunology and Neuroinflammation
(D1 Article in a professional journal) - (2019)
- Suomen ortopedia ja traumatologia
(D1 Article in a professional journal) - (2019)
- Journal of Time Series Analysis
(A1 Refereed original research article in a scientific journal) - (2019)
(A1 Refereed original research article in a scientific journal) - Sliced average variance estimation for multivariate time seriesOn the number of signals in multivariate time series (2019)
- StatisticsLecture Notes in Computer Science
(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 ) - (2018)
(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)



