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Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge.
Sieberts SK, Schaff J, Duda M, Pataki BÁ, Sun M, Snyder P, Daneault JF, Parisi F, Costante G, Rubin U, Banda P, Chae Y, Chaibub Neto E, Dorsey ER, Aydın Z, Chen A, Elo LL, Espino C, Glaab E, Goan E, Golabchi FN, Görmez Y, Jaakkola MK, Jonnagaddala J, Klén R, Li D, McDaniel C, Perrin D, Perumal TM, Rad NM, Rainaldi E, Sapienza S, Schwab P, Shokhirev N, Venäläinen MS, Vergara-Diaz G, Zhang Y; Parkinson’s Disease Digital Biomarker Challenge Consortium; Wang Y, Guan Y, Brunner D, Bonato P, Mangravite LM, Omberg L. Sieberts SK, et al. Among authors: elo ll. NPJ Digit Med. 2021 Mar 19;4(1):53. doi: 10.1038/s41746-021-00414-7. NPJ Digit Med. 2021. PMID: 33742069 Free PMC article.
Empirical comparison of structure-based pathway methods.
Jaakkola MK, Elo LL. Jaakkola MK, et al. Among authors: elo ll. Brief Bioinform. 2016 Mar;17(2):336-45. doi: 10.1093/bib/bbv049. Epub 2015 Jul 21. Brief Bioinform. 2016. PMID: 26197809 Free PMC article.
ROTS: An R package for reproducibility-optimized statistical testing.
Suomi T, Seyednasrollah F, Jaakkola MK, Faux T, Elo LL. Suomi T, et al. Among authors: elo ll. PLoS Comput Biol. 2017 May 25;13(5):e1005562. doi: 10.1371/journal.pcbi.1005562. eCollection 2017 May. PLoS Comput Biol. 2017. PMID: 28542205 Free PMC article.
PASI: A novel pathway method to identify delicate group effects.
Jaakkola MK, McGlinchey AJ, Klén R, Elo LL. Jaakkola MK, et al. Among authors: elo ll. PLoS One. 2018 Jul 5;13(7):e0199991. doi: 10.1371/journal.pone.0199991. eCollection 2018. PLoS One. 2018. PMID: 29975740 Free PMC article.
A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection.
Fourati S, Talla A, Mahmoudian M, Burkhart JG, Klén R, Henao R, Yu T, Aydın Z, Yeung KY, Ahsen ME, Almugbel R, Jahandideh S, Liang X, Nordling TEM, Shiga M, Stanescu A, Vogel R; Respiratory Viral DREAM Challenge Consortium; Pandey G, Chiu C, McClain MT, Woods CW, Ginsburg GS, Elo LL, Tsalik EL, Mangravite LM, Sieberts SK. Fourati S, et al. Among authors: elo ll. Nat Commun. 2018 Oct 24;9(1):4418. doi: 10.1038/s41467-018-06735-8. Nat Commun. 2018. PMID: 30356117 Free PMC article.
163 results