Seppo Virtanen
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Clinical course of untreated cervical intraepithelial neoplasia grade 2 under active surveillance: systematic review and meta-analysis
K Tainio, A Athanasiou, KAO Tikkinen, R Aaltonen, J Cárdenas, ...
bmj 360, 2018
Bayesian Canonical correlation analysis.
A Klami, S Virtanen, S Kaski
Journal of Machine Learning Research 14 (4), 2013
Group factor analysis
A Klami, S Virtanen, E Leppäaho, S Kaski
IEEE transactions on neural networks and learning systems 26 (9), 2136-2147, 2014
Bayesian group factor analysis
S Virtanen, A Klami, S Khan, S Kaski
Artificial Intelligence and Statistics, 1269-1277, 2012
Bayesian CCA via group sparsity
S Virtanen, A Klami, S Kaski
ICML, 2011
Investment in new product reliability
DNP Murthy, M Rausand, S Virtanen
Reliability Engineering & System Safety 94 (10), 1593-1600, 2009
Identification of structural features in chemicals associated with cancer drug response: a systematic data-driven analysis
SA Khan, S Virtanen, OP Kallioniemi, K Wennerberg, A Poso, S Kaski
Bioinformatics 30 (17), i497-i504, 2014
Factorized multi-modal topic model
S Virtanen, Y Jia, A Klami, T Darrell
arXiv preprint arXiv:1210.4920, 2012
Comparative analysis of vaginal microbiota sampling using 16S rRNA gene analysis
S Virtanen, I Kalliala, P Nieminen, A Salonen
PLoS One 12 (7), e0181477, 2017
Reliability analysis and initial requirements for FC systems and stacks
K Åström, E Fontell, S Virtanen
Journal of Power Sources 171 (1), 46-54, 2007
Bayesian exponential family projections for coupled data sources
A Klami, S Virtanen, S Kaski
arXiv preprint arXiv:1203.3489, 2012
Age-specific HPV type distribution in high-grade cervical disease in screened and unvaccinated women
K Aro, P Nieminen, K Louvanto, M Jakobsson, S Virtanen, M Lehtinen, ...
Gynecologic oncology 154 (2), 354-359, 2019
Product variety and reliability
DNP Murthy, PE Hagmark, S Virtanen
Reliability Engineering & System Safety 94 (10), 1601-1608, 2009
Vaginal microbiota composition correlates between pap smear microscopy and next generation sequencing and associates to socioeconomic status
S Virtanen, T Rantsi, A Virtanen, K Kervinen, P Nieminen, I Kalliala, ...
Scientific reports 9 (1), 1-9, 2019
Availability modeling approach for future circular colliders based on the LHC operation experience
A Niemi, A Apollonio, J Gutleber, P Sollander, JP Penttinen, S Virtanen
Physical Review Accelerators and Beams 19 (12), 121003, 2016
ICANN/PASCAL2 challenge: MEG mind reading—overview and results
A Klami, P Ramkumar, S Virtanen, L Parkkonen, R Hari, S Kaski
Proceedings of ICANN/PASCAL2 Challenge: MEG Mind Reading. Espoo, Aalto …, 2011
Simulation and calculation of reliability performance and maintenance costs
PE Hagmark, S Virtanen
2007 Annual Reliability and Maintainability Symposium, 22-25, 2007
Reliability in product design-specification of dependability requirements
S Virtanen
Annual Reliability and Maintainability Symposium. 1998 Proceedings …, 1998
Vaginal microbiota in pregnancy: Role in induction of labor and seeding the neonate’s microbiota?
K Kervinen, I Kalliala, S Glazer-Livson, S Virtanen, P Nieminen, ...
Journal of Biosciences 44 (5), 1-6, 2019
Modeling and analysis of causes and consequences of failures
S Virtanen, P Hagmark, J Penttinen
RAMS'06. Annual Reliability and Maintainability Symposium, 2006., 506-511, 2006
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