Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge

Iiris Sundin; Tomi Peltola; Luana Micallef; Homayun Afrabandpey; Marta Soare; Muntasir Mamun Majumder; Pedram Daee; Chen He; Baris Serim; Aki Havulinna; Caroline Heckman; Giulio Jacucci; Pekka Marttinen; Samuel Kaski

doi:10.1093/bioinformatics/bty257

Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge

Iiris Sundin, Tomi Peltola, Luana Micallef, Homayun Afrabandpey, Marta Soare, Muntasir Mamun Majumder, Pedram Daee, Chen He, Baris Serim, Aki Havulinna, Caroline Heckman, Giulio Jacucci, Pekka Marttinen, Samuel Kaski

Research output: Contribution to journal › Article › Scientific › peer-review

Original language	English
Journal	Bioinformatics
Volume	34
Issue number	13
Pages (from-to)	395-403
Number of pages	9
ISSN	1367-4803
DOIs	https://doi.org/10.1093/bioinformatics/bty257
Publication status	Published - 1 Jul 2018
MoE publication type	A1 Journal article-refereed
Event	Annual Conference on Intelligent Systems for Molecular Biology - Chicago, United States Duration: 6 Jul 2018 → 10 Jul 2018 Conference number: 26

Fields of Science

DRUG-SENSITIVITY
VARIABLE SELECTION
LINEAR-REGRESSION
MODEL
INFERENCE
OPINION
1182 Biochemistry, cell and molecular biology
113 Computer and information sciences
111 Mathematics

Access to Document

10.1093/bioinformatics/bty257Licence: CC BY-NC

bty257Final published version, 411 KBLicence: CC BY-NC

Cite this

Sundin, I., Peltola, T., Micallef, L., Afrabandpey, H., Soare, M., Majumder, M. M., Daee, P., He, C., Serim, B., Havulinna, A., Heckman, C., Jacucci, G., Marttinen, P., & Kaski, S. (2018). Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge. Bioinformatics, 34(13), 395-403. https://doi.org/10.1093/bioinformatics/bty257

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author = "Iiris Sundin and Tomi Peltola and Luana Micallef and Homayun Afrabandpey and Marta Soare and Majumder, {Muntasir Mamun} and Pedram Daee and Chen He and Baris Serim and Aki Havulinna and Caroline Heckman and Giulio Jacucci and Pekka Marttinen and Samuel Kaski",

year = "2018",

month = jul,

day = "1",

doi = "10.1093/bioinformatics/bty257",

language = "English",

volume = "34",

pages = "395--403",

journal = "Bioinformatics",

issn = "1367-4803",

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note = "Annual Conference on Intelligent Systems for Molecular Biology, ISMB ; Conference date: 06-07-2018 Through 10-07-2018",

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Sundin, I, Peltola, T, Micallef, L, Afrabandpey, H, Soare, M, Majumder, MM, Daee, P, He, C, Serim, B, Havulinna, A , Heckman, C , Jacucci, G, Marttinen, P & Kaski, S 2018, 'Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge', Bioinformatics, vol. 34, no. 13, pp. 395-403. https://doi.org/10.1093/bioinformatics/bty257

TY - JOUR

T1 - Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge

AU - Sundin, Iiris

AU - Peltola, Tomi

AU - Micallef, Luana

AU - Afrabandpey, Homayun

AU - Soare, Marta

AU - Majumder, Muntasir Mamun

AU - Daee, Pedram

AU - He, Chen

AU - Serim, Baris

AU - Havulinna, Aki

AU - Heckman, Caroline

AU - Jacucci, Giulio

AU - Marttinen, Pekka

AU - Kaski, Samuel

N1 - Conference code: 26

PY - 2018/7/1

Y1 - 2018/7/1

KW - DRUG-SENSITIVITY

KW - VARIABLE SELECTION

KW - LINEAR-REGRESSION

KW - MODEL

KW - INFERENCE

KW - OPINION

KW - 1182 Biochemistry, cell and molecular biology

KW - 113 Computer and information sciences

KW - 111 Mathematics

U2 - 10.1093/bioinformatics/bty257

DO - 10.1093/bioinformatics/bty257

M3 - Article

SN - 1367-4803

VL - 34

SP - 395

EP - 403

JO - Bioinformatics

JF - Bioinformatics

IS - 13

T2 - Annual Conference on Intelligent Systems for Molecular Biology

Y2 - 6 July 2018 through 10 July 2018

ER -