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 journalArticleScientificpeer-review

Original languageEnglish
JournalBioinformatics
Volume34
Issue number13
Pages (from-to)395-403
Number of pages9
ISSN1367-4803
DOIs
Publication statusPublished - 1 Jul 2018
MoE publication typeA1 Journal article-refereed
EventAnnual Conference on Intelligent Systems for Molecular Biology - Chicago, United States
Duration: 6 Jul 201810 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

Cite this

Sundin, Iiris ; Peltola, Tomi ; Micallef, Luana ; Afrabandpey, Homayun ; Soare, Marta ; Majumder, Muntasir Mamun ; Daee, Pedram ; He, Chen ; Serim, Baris ; Havulinna, Aki ; Heckman, Caroline ; Jacucci, Giulio ; Marttinen, Pekka ; Kaski, Samuel. / Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge. In: Bioinformatics. 2018 ; Vol. 34, No. 13. pp. 395-403.
@article{4a840eb155784a92b376f42e89943f10,
title = "Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge",
keywords = "DRUG-SENSITIVITY, VARIABLE SELECTION, LINEAR-REGRESSION, MODEL, INFERENCE, OPINION, 1182 Biochemistry, cell and molecular biology, 113 Computer and information sciences, 111 Mathematics",
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 = "7",
day = "1",
doi = "10.1093/bioinformatics/bty257",
language = "English",
volume = "34",
pages = "395--403",
journal = "Bioinformatics",
issn = "1367-4803",
publisher = "Oxford University Press",
number = "13",

}

Improving genomics-based predictions for precision medicine through active elicitation of expert knowledge. / Sundin, Iiris; Peltola, Tomi; Micallef, Luana; Afrabandpey, Homayun; Soare, Marta; Majumder, Muntasir Mamun; Daee, Pedram; He, Chen; Serim, Baris; Havulinna, Aki; Heckman, Caroline; Jacucci, Giulio; Marttinen, Pekka; Kaski, Samuel.

In: Bioinformatics, Vol. 34, No. 13, 01.07.2018, p. 395-403.

Research output: Contribution to journalArticleScientificpeer-review

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

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

VL - 34

SP - 395

EP - 403

JO - Bioinformatics

JF - Bioinformatics

SN - 1367-4803

IS - 13

ER -