Regularized machine learning in the genetic prediction of complex traits von Okser, Sebastian, Pahikkala, Tapio, Airola, Antti, Salakoski, Tapio, Ripatti, Samuli, Aittokallio, Tero

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Wrapper-based selection of genetic features in genome-wide association studies through fast matrix operations von Pahikkala, Tapio, Okser, Sebastian, Airola, Antti, Salakoski, Tapio, Aittokallio, Tero

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Genetic variants and their interactions in the prediction of increased pre-clinical carotid atherosclerosis: the cardiovascular risk in young Finns study von Okser, Sebastian, Lehtimäki, Terho, Elo, Laura L, Mononen, Nina, Peltonen, Nina, Kähönen, Mika, Juonala, Markus, Fan, Yue-Mei, Hernesniemi, Jussi A, Laitinen, Tomi, Lyytikäinen, Leo-Pekka, Rontu, Riikka, Eklund, Carita, Hutri-Kähönen, Nina, Taittonen, Leena, Hurme, Mikko, Viikari, Jorma S A, Raitakari, Olli T, Aittokallio, Tero

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Genetic variants and their interactions in disease risk prediction - machine learning and network perspectives von Okser, Sebastian, Pahikkala, Tapio, Aittokallio, Tero

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Regularized Machine Learning in the Genetic Prediction of Complex Traits: e1004754 von Okser, Sebastian, Pahikkala, Tapio, Airola, Antti, Salakoski, Tapio, Ripatti, Samuli, Aittokallio, Tero

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Parallel Feature Selection for Regularized Least-Squares von Okser, Sebastian, Airola, Antti, Aittokallio, Tero, Salakoski, Tapio, Pahikkala, Tapio

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Genetic Variants and Their Interactions in the Prediction of Increased Pre-Clinical Carotid Atherosclerosis: The Cardiovascular Risk in Young Finns Study: e1001146 von Okser, Sebastian, Lehtimäki, Terho, Elo, Laura L, Mononen, Nina, Peltonen, Nina, Kähönen, Mika, Juonala, Markus, Fan, Yue-Mei, Hernesniemi, Jussi A, Laitinen, Tomi, Lyytikäinen, Leo-Pekka, Rontu, Riikka, Eklund, Carita, Hutri-Kähönen, Nina, Taittonen, Leena, Hurme, Mikko, Viikari, Jorma SA, Raitakari, Olli T, Aittokallio, Tero

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Fast and parallelized greedy forward selection of genetic variants in Genome-wide association studies von Okser, S., Pahikkala, T., Airola, A., Aittokallio, T., Salakoski, T.

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