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Evaluation of polygenic scoring methods in five biobanks shows larger variation between biobanks than methods and finds benefits of ensemble learning.
Monti R, Eick L, Hudjashov G, Läll K, Kanoni S, Wolford BN, Wingfield B, Pain O, Wharrie S, Jermy B, McMahon A, Hartonen T, Heyne H, Mars N, Lambert S; Genes and Health Research Team; Hveem K, Inouye M, van Heel DA, Mägi R, Marttinen P, Ripatti S, Ganna A, Lippert C. Monti R, et al. Among authors: marttinen p. Am J Hum Genet. 2024 Jul 11;111(7):1431-1447. doi: 10.1016/j.ajhg.2024.06.003. Epub 2024 Jun 21. Am J Hum Genet. 2024. PMID: 38908374
Periodic mobile application (eMOM) with self-tracking of glucose and lifestyle improves treatment of diet-controlled gestational diabetes without human guidance: a randomized controlled trial.
Kytö M, Hotta S, Niinistö S, Marttinen P, Korhonen TE, Markussen LT, Jacucci G, Sievänen H, Vähä-Ypyä H, Korhonen I, Virtanen S, Heinonen S, Koivusalo SB. Kytö M, et al. Among authors: marttinen p. Am J Obstet Gynecol. 2024 Nov;231(5):541.e1-541.e16. doi: 10.1016/j.ajog.2024.02.303. Epub 2024 Mar 1. Am J Obstet Gynecol. 2024. PMID: 38432415 Clinical Trial.
Comprehensive self-tracking of blood glucose and lifestyle with a mobile application in the management of gestational diabetes: a study protocol for a randomised controlled trial (eMOM GDM study).
Kytö M, Markussen LT, Marttinen P, Jacucci G, Niinistö S, Virtanen SM, Korhonen TE, Sievänen H, Vähä-Ypyä H, Korhonen I, Heinonen S, Koivusalo SB. Kytö M, et al. Among authors: marttinen p. BMJ Open. 2022 Nov 7;12(11):e066292. doi: 10.1136/bmjopen-2022-066292. BMJ Open. 2022. PMID: 36344008 Free PMC article.
72 results