DOME : recommendations for supervised machine learning validation in biology
author
Walsh, Ian
Fishman, Dmytro
Garcia-Gasulla, Dario
Titma, Tiina
Pollastri, Gianluca
Harrow, Jennifer
Psomopoulos, Fotis E.
Tosatto, Silvio C. E.
corporate author
ELIXIR Machine Learning Focus Group
statement of authorship
Ian Walsh, Dmytro Fishman, Dario Garcia-Gasulla, Tiina Titma, Gianluca Pollastri, ELIXIR Machine Learning Focus Group, Jennifer Harrow, Fotis E. Psomopoulos & Silvio C. E. Tosatto
source
Nature methods
publisher
Springer Nature
journal volume number month
vol. 18
year of publication
2021
pages
p. 1122–1127
url
https://doi.org/10.1038/s41592-021-01205-4
subject term
bioloogilised aspektid
tehisõpe
algoritmid
ISSN
1548-7091
1548-7105
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
Scopus
https://www.scopus.com/sourceid/21100778827
https://www.scopus.com/record/display.uri?eid=2-s2.0-85111967406&origin=inward&txGid=087ebf47e171216c327687d4083e30b7
WOS
https://jcr.clarivate.com/jcr-jp/journal-profile?journal=NAT%20METHODS&year=2022
https://www.webofscience.com/wos/woscc/full-record/WOS:000677963600002
category (general)
Biochemistry, genetics and molecular biology
Biokeemia, geneetika ja molekulaarbioloogia
category (sub)
Biochemistry, genetics and molecular biology. Biochemistry
Biochemistry, genetics and molecular biology. Biotechnology
Biochemistry, genetics and molecular biology. Cell biology
Biochemistry, genetics and molecular biology. Molecular biology
Biokeemia, geneetika ja molekulaarbioloogia. Biokeemia
Biokeemia, geneetika ja molekulaarbioloogia. Biotehnoloogia
Biokeemia, geneetika ja molekulaarbioloogia. Rakubioloogia
Biokeemia, geneetika ja molekulaarbioloogia. Molekulaarbioloogia
quartile
Q1
TalTech department
tervisetehnoloogiate instituut
language
inglise
Reserch Group
Research group on diagnostics and treatment technologies of hypertension and atherosclerosis