Marttinen P - Search Results

1

Bayesian modeling of the impact of antibiotic resistance on the efficiency of MRSA decolonization.

Ojala F, Sater MRA, Miller LG, McKinnell JA, Hayden MK, Huang SS, Grad YH, Marttinen P. Ojala F, et al. Among authors: marttinen p. PLoS Comput Biol. 2023 Oct 26;19(10):e1010898. doi: 10.1371/journal.pcbi.1010898. eCollection 2023 Oct. PLoS Comput Biol. 2023. PMID: 37883601 Free PMC article.

2

HAPNEST: efficient, large-scale generation and evaluation of synthetic datasets for genotypes and phenotypes.

Wharrie S, Yang Z, Raj V, Monti R, Gupta R, Wang Y, Martin A, O'Connor LJ, Kaski S, Marttinen P, Palamara PF, Lippert C, Ganna A. Wharrie S, et al. Among authors: marttinen p. Bioinformatics. 2023 Sep 2;39(9):btad535. doi: 10.1093/bioinformatics/btad535. Bioinformatics. 2023. PMID: 37647640 Free PMC article.

3

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, Heihonen S, Koivusalo SB. Kytö M, et al. Among authors: marttinen p. Am J Obstet Gynecol. 2024 Mar 1:S0002-9378(24)00416-2. doi: 10.1016/j.ajog.2024.02.303. Online ahead of print. Am J Obstet Gynecol. 2024. PMID: 38432415

4

Risk adjustment for regional healthcare funding allocations with ensemble methods: an empirical study and interpretation.

Holster T, Ji S, Marttinen P. Holster T, et al. Among authors: marttinen p. Eur J Health Econ. 2024 Jan 3. doi: 10.1007/s10198-023-01656-w. Online ahead of print. Eur J Health Econ. 2024. PMID: 38170332

5

Supporting the Management of Gestational Diabetes Mellitus With Comprehensive Self-Tracking: Mixed Methods Study of Wearable Sensors.

Kytö M, Koivusalo S, Tuomonen H, Strömberg L, Ruonala A, Marttinen P, Heinonen S, Jacucci G. Kytö M, et al. Among authors: marttinen p. JMIR Diabetes. 2023 Oct 31;8:e43979. doi: 10.2196/43979. JMIR Diabetes. 2023. PMID: 37906216 Free PMC article.

6

Deformation equivariant cross-modality image synthesis with paired non-aligned training data.

Honkamaa J, Khan U, Koivukoski S, Valkonen M, Latonen L, Ruusuvuori P, Marttinen P. Honkamaa J, et al. Among authors: marttinen p. Med Image Anal. 2023 Dec;90:102940. doi: 10.1016/j.media.2023.102940. Epub 2023 Aug 20. Med Image Anal. 2023. PMID: 37666115 Free article.

7

Unsupervised feature selection based on variance-covariance subspace distance.

Karami S, Saberi-Movahed F, Tiwari P, Marttinen P, Vahdati S. Karami S, et al. Among authors: marttinen p. Neural Netw. 2023 Sep;166:188-203. doi: 10.1016/j.neunet.2023.06.018. Epub 2023 Jun 24. Neural Netw. 2023. PMID: 37499604 Free article.

8

Baseline gene expression in subcutaneous adipose tissue predicts diet-induced weight loss in individuals with obesity.

Oghabian A, van der Kolk BW, Marttinen P, Valsesia A, Langin D, Saris WH, Astrup A, Blaak EE, Pietiläinen KH. Oghabian A, et al. Among authors: marttinen p. PeerJ. 2023 Mar 24;11:e15100. doi: 10.7717/peerj.15100. eCollection 2023. PeerJ. 2023. PMID: 36992941 Free PMC article.

9

Ethical layering in AI-driven polygenic risk scores-New complexities, new challenges.

Fritzsche MC, Akyüz K, Cano Abadía M, McLennan S, Marttinen P, Mayrhofer MT, Buyx AM. Fritzsche MC, et al. Among authors: marttinen p. Front Genet. 2023 Jan 26;14:1098439. doi: 10.3389/fgene.2023.1098439. eCollection 2023. Front Genet. 2023. PMID: 36816027 Free PMC article.

10

Gene-gene interaction detection with deep learning.

Cui T, El Mekkaoui K, Reinvall J, Havulinna AS, Marttinen P, Kaski S. Cui T, et al. Among authors: marttinen p. Commun Biol. 2022 Nov 12;5(1):1238. doi: 10.1038/s42003-022-04186-y. Commun Biol. 2022. PMID: 36371468 Free PMC article.

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