Model selection for metabolomics: predicting diagnosis of coronary artery disease using automated machine learning
Orlenko, Alena, Kofink, Daniel, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Mishra, Pashupati, Kuukasjärvi, Pekka, Karhunen, Pekka J, Kähönen, Mika, Laurikka, Jari O, Lehtimäki, Terho, Asselbergs, Folkert W, Moore, Jason H
Published in Bioinformatics (01.03.2020)
Published in Bioinformatics (01.03.2020)
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Risk indicators for varicose veins in forty‐ to sixty‐year‐olds in the tampere varicose vein study
Laurikka, Jari O., Sisto, Tero, Tarkka, Matti R., Auvinen, Ossi, Hakama, Matti
Published in World journal of surgery (01.06.2002)
Published in World journal of surgery (01.06.2002)
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The cardioprotective effects of adenosine-induced cardioplegic arrest versus saline in aortic valve replacement patients: A randomized controlled trial
Mattila, Mikko S, Järvelä, Kati M, Rantanen, Markku J, Tuohinen, Suvi, Nikus, Kjell C, Laurikka, Jari O
Published in Scandinavian journal of surgery (05.09.2024)
Published in Scandinavian journal of surgery (05.09.2024)
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Association of Factor V Leiden With Subsequent Atherothrombotic Events: A GENIUS-CHD Study of Individual Participant Data
Mahmoodi, Bakhtawar K, Tragante, Vinicius, Kleber, Marcus E, Holmes, Michael V, Schmidt, Amand F, McCubrey, Raymond O, Howe, Laurence J, Direk, Kenan, Allayee, Hooman, Baranova, Ekaterina V, Braund, Peter S, Delgado, Graciela E, Eriksson, Niclas, Gijsberts, Crystel M, Gong, Yan, Hartiala, Jaana, Heydarpour, Mahyar, Pasterkamp, Gerard, Kotti, Salma, Kuukasjärvi, Pekka, Lenzini, Petra A, Levin, Daniel, Lyytikäinen, Leo-Pekka, Muehlschlegel, Jochen D, Nelson, Christopher P, Nikus, Kjell, Pilbrow, Anna P, Wilson Tang, W.H, van der Laan, Sander W, van Setten, Jessica, Vilmundarson, Ragnar O, Deanfield, John, Deloukas, Panos, Dudbridge, Frank, James, Stefan, Mordi, Ify R, Teren, Andrej, Bergmeijer, Thomas O, Body, Simon C, Bots, Michiel, Burkhardt, Ralph, Cooper-DeHoff, Rhonda M, Cresci, Sharon, Danchin, Nicolas, Doughty, Robert N, Grobbee, Diederick E, Hagström, Emil, Hazen, Stanley L, Held, Claes, Hoefer, Imo E, Hovingh, G Kees, Johnson, Julie A, Kaczor, Marcin P, Kähönen, Mika, Klungel, Olaf H, Laurikka, Jari O, Lehtimäki, Terho, Maitland-van der Zee, Anke H, McPherson, Ruth, Palmer, Colin N, Kraaijeveld, Adriaan O, Pepine, Carl J, Sanak, Marek, Sattar, Naveed, Scholz, Markus, Simon, Tabassome, Spertus, John A, Stewart, Alexandre F.R, Szczeklik, Wojciech, Thiery, Joachim, Visseren, Frank L.J, Waltenberger, Johannes, Richards, A Mark, Lang, Chim C, Cameron, Vicky A, Åkerblom, Axel, Pare, Guillaume, März, Winfried, Samani, Nilesh J, Hingorani, Aroon D, ten Berg, Jurriën M, Wallentin, Lars, Asselbergs, Folkert W, Patel, Riyaz S
Published in Circulation (New York, N.Y.) (11.08.2020)
Published in Circulation (New York, N.Y.) (11.08.2020)
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High-dose adenosine versus saline-induced cardioplegic arrest in coronary artery bypass grafting: A randomized double-blind clinical feasibility trial
Mattila, Mikko S., Järvelä, Kati M., Rinne, Timo T., Nikus, Kjell C., Rantanen, Markku J., Siltanen, Juho A.A., Heleä, Jenna-Juulia, Laurikka, Jari O.
Published in Scandinavian journal of surgery (01.09.2022)
Published in Scandinavian journal of surgery (01.09.2022)
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Incidence, presentation and risk factors of late postoperative pericardial effusions requiring invasive treatment after cardiac surgery
Khan, Niina K., Järvelä, Kati M., Loisa, Eetu L., Sutinen, Jaakko A., Laurikka, Jari O., Khan, Jahangir A.
Published in Interactive cardiovascular and thoracic surgery (01.06.2017)
Published in Interactive cardiovascular and thoracic surgery (01.06.2017)
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A randomized trial comparing inspiratory training and positive pressure training in immediate lung recovery after minor pleuro-pulmonary surgery
Lähteenmäki, Sabina Isabel, Sioris, Thanos, Mahrberg, Heidi S S, Rinta-Kiikka, Irina C, Laurikka, Jari O
Published in Journal of thoracic disease (01.08.2021)
Published in Journal of thoracic disease (01.08.2021)
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Risk of symptomatic venous thromboembolism after abdominal aortic aneurysm repair in long-term follow-up of 1021 consecutive patients
Khan, Niina K., Oksala, Niku K., Suominen, Velipekka, Vakhitov, Damir, Laurikka, Jari O., Khan, Jahangir A.
Published in Journal of vascular surgery. Venous and lymphatic disorders (New York, NY) (01.01.2021)
Published in Journal of vascular surgery. Venous and lymphatic disorders (New York, NY) (01.01.2021)
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Pleural infection-an indicator of morbidity and increased burden on health care
Lehtomäki, Antti I, Nevalainen, Riikka M, Toikkanen, Vesa J, Pohja, Emilia S, Nieminen, Jaakko J, Laurikka, Jari O, Khan, Jahangir A
Published in Interactive cardiovascular and thoracic surgery (01.10.2020)
Published in Interactive cardiovascular and thoracic surgery (01.10.2020)
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Genome-wide analysis identifies novel susceptibility loci for myocardial infarction
Hartiala, Jaana A, Han, Yi, Jia, Qiong, Hilser, James R, Huang, Pin, Gukasyan, Janet, Schwartzman, William S, Cai, Zhiheng, Biswas, Subarna, Trégouët, David-Alexandre, Smith, Nicholas L, Seldin, Marcus, Pan, Calvin, Mehrabian, Margarete, Lusis, Aldons J, Bazeley, Peter, Sun, Yan V, Liu, Chang, Quyyumi, Arshed A, Scholz, Markus, Thiery, Joachim, Delgado, Graciela E, Kleber, Marcus E, März, Winfried, Howe, Laurence J, Asselbergs, Folkert W, van Vugt, Marion, Vlachojannis, Georgios J, Patel, Riyaz S, Lyytikäinen, Leo-Pekka, Kähönen, Mika, Lehtimäki, Terho, Nieminen, Tuomo V M, Kuukasjärvi, Pekka, Laurikka, Jari O, Chang, Xuling, Heng, Chew-Kiat, Jiang, Rong, Kraus, William E, Hauser, Elizabeth R, Ferguson, Jane F, Reilly, Muredach P, Ito, Kaoru, Koyama, Satoshi, Kamatani, Yoichiro, Komuro, Issei, Stolze, Lindsey K, Romanoski, Casey E, Khan, Mohammad Daud, Turner, Adam W, Miller, Clint L, Aherrahrou, Redouane, Civelek, Mete, Ma, Lijiang, Björkegren, Johan L M, Kumar, S Ram, Tang, W H Wilson, Hazen, Stanley L, Allayee, Hooman
Published in European heart journal (01.03.2021)
Published in European heart journal (01.03.2021)
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Journal Article
Genome-wide analysis identifies novel susceptibility loci for myocardial infarction: Eur Heart J
Hartiala, Jaana A, Han, Yi, Jia, Qiong, Hilser, James R, Huang, Pin, Gukasyan, Janet, Schwartzman, William S, Cai, Zhiheng, Biswas, Subarna, Tregouet, David-Alexandre, Smith, Nicholas L, Seldin, Marcus, Pan, Calvin, Mehrabian, Margarete, Lusis, Aldons J, Bazeley, Peter, Sun, Yan V, Liu, Chang, Quyyumi, Arshed A, Scholz, Markus, Thiery, Joachim, Delgado, Graciela E, Kleber, Marcus E, März, Winfried, Howe, Laurence J, Asselbergs, Folkert W, van Vugt, Marion, Vlachojannis, Georgios J, Patel, Riyaz S, Lyytikäinen, Leo-Pekka, Kähönen, Mika, Lehtimäki, Terho, Nieminen, Tuomo V M, Kuukasjärvi, Pekka, Laurikka, Jari O, Chang, Xuling, Heng, Chew-Kiat, Jiang, Rong, Kraus, William E, Hauser, Elizabeth R, Ferguson, Jane F, Reilly, Muredach P, Ito, Kaoru, Koyama, Satoshi, Kamatani, Yoichiro, Komuro, Issei, Stolze, Lindsey K, Romanoski, Casey E, Khan, Mohammad Daud, Turner, Adam W, Miller, Clint L, Aherrahrou, Redouane, Civelek, Mete, Ma, Lijiang, Björkegren, Johan L M, Kumar, S Ram, Tang, W H Wilson, Hazen, Stanley L, Allayee, Hooman
Published in European heart journal (01.03.2021)
Published in European heart journal (01.03.2021)
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Impact of Selection Bias on Estimation of Subsequent Event Risk
Hu, Yi-Juan, Schmidt, Amand F, Dudbridge, Frank, Holmes, Michael V, Brophy, James M, Tragante, Vinicius, Li, Ziyi, Liao, Peizhou, Quyyumi, Arshed A, McCubrey, Raymond O, Horne, Benjamin D, Hingorani, Aroon D, Asselbergs, Folkert W, Patel, Riyaz S, Long, Qi
Published in Circulation. Cardiovascular genetics (01.10.2017)
Published in Circulation. Cardiovascular genetics (01.10.2017)
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Associations of Polymorphisms in the Peroxisome Proliferator-Activated Receptor Gamma Coactivator-1 Alpha Gene With Subsequent Coronary Heart Disease: An Individual-Level Meta-Analysis
Schillemans, Tessa, Tragante, Vinicius, Maitusong, Buamina, Gigante, Bruna, Cresci, Sharon, Laguzzi, Federica, Vikström, Max, Richards, Mark, Pilbrow, Anna, Cameron, Vicky, Foco, Luisa, Doughty, Robert N., Kuukasjärvi, Pekka, Allayee, Hooman, Hartiala, Jaana A., Tang, W. H. Wilson, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Laurikka, Jari O., Srinivasan, Sundararajan, Mordi, Ify R., Trompet, Stella, Kraaijeveld, Adriaan, van Setten, Jessica, Gijsberts, Crystel M., Maitland-van der Zee, Anke H., Saely, Christoph H., Gong, Yan, Johnson, Julie A., Cooper-DeHoff, Rhonda M., Pepine, Carl J., Casu, Gavino, Leiherer, Andreas, Drexel, Heinz, Horne, Benjamin D., van der Laan, Sander W., Marziliano, Nicola, Hazen, Stanley L., Sinisalo, Juha, Kähönen, Mika, Lehtimäki, Terho, Lang, Chim C., Burkhardt, Ralph, Scholz, Markus, Jukema, J. Wouter, Eriksson, Niclas, Åkerblom, Axel, James, Stefan, Held, Claes, Hagström, Emil, Spertus, John A., Algra, Ale, de Faire, Ulf, Åkesson, Agneta, Asselbergs, Folkert W., Patel, Riyaz S., Leander, Karin
Published in Frontiers in physiology (23.06.2022)
Published in Frontiers in physiology (23.06.2022)
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Journal Article
Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Matsumoto, Nicholas, Saini, Anil Kumar, Ribeiro, Pedro, Choi, Hyunjun, Orlenko, Alena, Lyytikäinen, Leo-Pekka, Laurikka, Jari O, Lehtimäki, Terho, Batista, Sandra, Moore, Jason H
Year of Publication 01.02.2023
Year of Publication 01.02.2023
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Journal Article
Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning
Matsumoto, Nicholas, Saini, Anil Kumar, Ribeiro, Pedro, Choi, Hyunjun, Orlenko, Alena, Leo-Pekka Lyytikäinen, Laurikka, Jari O, Lehtimäki, Terho, Batista, Sandra, Moore, Jason H
Published in arXiv.org (01.02.2023)
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Published in arXiv.org (01.02.2023)
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