Development and validation of a meta-learner for combining statistical and machine learning prediction models in individuals with depression

Qiang Liu; Georgia Salanti; Franco De Crescenzo; Edoardo Ostinelli; Zhenpeng Li; Anneka Tomlinson; Andrea Cipriani; Orestis Efthimiou

doi:10.1186/s12888-022-03986-0

Development and validation of a meta-learner for combining statistical and machine learning prediction models in individuals with depression

Qiang Liu, Georgia Salanti, Franco De Crescenzo, Edoardo Ostinelli, Zhenpeng Li, Anneka Tomlinson, Andrea Cipriani, Orestis Efthimiou

Department of Engineering Mathematics

Research output: Contribution to journal › Article (Academic Journal) › peer-review

6 Citations (Scopus)

Original language	English
Journal	BMC Psychiatry
DOIs	https://doi.org/10.1186/s12888-022-03986-0
Publication status	Published - 12 May 2022

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@article{bdafc5368e11447cad994ed7358c014c,

title = "Development and validation of a meta-learner for combining statistical and machine learning prediction models in individuals with depression",

author = "Qiang Liu and Georgia Salanti and Crescenzo, {Franco De} and Edoardo Ostinelli and Zhenpeng Li and Anneka Tomlinson and Andrea Cipriani and Orestis Efthimiou",

year = "2022",

month = may,

day = "12",

doi = "10.1186/s12888-022-03986-0",

language = "English",

journal = "BMC Psychiatry",

issn = "1471-244X",

publisher = "BioMed Central",

}

TY - JOUR

T1 - Development and validation of a meta-learner for combining statistical and machine learning prediction models in individuals with depression

AU - Liu, Qiang

AU - Salanti, Georgia

AU - Crescenzo, Franco De

AU - Ostinelli, Edoardo

AU - Li, Zhenpeng

AU - Tomlinson, Anneka

AU - Cipriani, Andrea

AU - Efthimiou, Orestis

PY - 2022/5/12

Y1 - 2022/5/12

U2 - 10.1186/s12888-022-03986-0

DO - 10.1186/s12888-022-03986-0

M3 - Article (Academic Journal)

C2 - 35578254

SN - 1471-244X

JO - BMC Psychiatry

JF - BMC Psychiatry

ER -