Optimal risk and diagnosis assessment strategies in perinatal depression: A machine learning approach from the life-ON study cohort

Armando D'Agostino, Corrado Garbazza, Daniele Malpetti, Laura Azzimonti, Francesca Mangili, Hans-Christian Stein, Renata del Giudice, Alessandro Cicolin, Fabio Cirignotta, Mauro Manconi, Daniele Aquilino, Simone Baiardi, Alessandra Bianconcini, Mariapaola Canevini, Alessandro Cicolin, Fabio Cirignotta, Armando D'Agostino, Renata Del Giudice, Valentina Fanti, Filippos Filippakos, Giulia Fior, Cristina Fonti, Francesca Furia, Orsola Gambini, Corrado Garbazza, Alessandra Giordano, Barbara Giordano, Mauro Manconi, Anna Maria Marconi, Alma Martini, Susanna Mondini, Nicoletta Piazza, Erika Raimondo, Silvia Riccardi, Nicola Rizzo, Rossella Santoro, Chiara Serrati, Giuliana Simonazzi, Hans-Christian Stein, Elena Zambrelli

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DOI: 10.1016/j.psychres.2023.115687
Published: 2024-02
Container: Psychiatry Research
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.psychres.2023.115687,
  title = {Optimal risk and diagnosis assessment strategies in perinatal depression: A machine learning approach from the life-ON study cohort},
  author = {Armando D'Agostino and Corrado Garbazza and Daniele Malpetti and Laura Azzimonti and Francesca Mangili and Hans-Christian Stein and Renata del Giudice and Alessandro Cicolin and Fabio Cirignotta and Mauro Manconi and Daniele Aquilino and Simone Baiardi and Alessandra Bianconcini and Mariapaola Canevini and Alessandro Cicolin and Fabio Cirignotta and Armando D'Agostino and Renata Del Giudice and Valentina Fanti and Filippos Filippakos and Giulia Fior and Cristina Fonti and Francesca Furia and Orsola Gambini and Corrado Garbazza and Alessandra Giordano and Barbara Giordano and Mauro Manconi and Anna Maria Marconi and Alma Martini and Susanna Mondini and Nicoletta Piazza and Erika Raimondo and Silvia Riccardi and Nicola Rizzo and Rossella Santoro and Chiara Serrati and Giuliana Simonazzi and Hans-Christian Stein and Elena Zambrelli},
  year = {2024},
  journal = {Psychiatry Research},
  doi = {10.1016/j.psychres.2023.115687},
  url = {https://doi.org/10.1016/j.psychres.2023.115687}
}

RIS

TY  - JOUR
TI  - Optimal risk and diagnosis assessment strategies in perinatal depression: A machine learning approach from the life-ON study cohort
AU  - Armando D'Agostino
AU  - Corrado Garbazza
AU  - Daniele Malpetti
AU  - Laura Azzimonti
AU  - Francesca Mangili
AU  - Hans-Christian Stein
AU  - Renata del Giudice
AU  - Alessandro Cicolin
AU  - Fabio Cirignotta
AU  - Mauro Manconi
AU  - Daniele Aquilino
AU  - Simone Baiardi
AU  - Alessandra Bianconcini
AU  - Mariapaola Canevini
AU  - Alessandro Cicolin
AU  - Fabio Cirignotta
AU  - Armando D'Agostino
AU  - Renata Del Giudice
AU  - Valentina Fanti
AU  - Filippos Filippakos
AU  - Giulia Fior
AU  - Cristina Fonti
AU  - Francesca Furia
AU  - Orsola Gambini
AU  - Corrado Garbazza
AU  - Alessandra Giordano
AU  - Barbara Giordano
AU  - Mauro Manconi
AU  - Anna Maria Marconi
AU  - Alma Martini
AU  - Susanna Mondini
AU  - Nicoletta Piazza
AU  - Erika Raimondo
AU  - Silvia Riccardi
AU  - Nicola Rizzo
AU  - Rossella Santoro
AU  - Chiara Serrati
AU  - Giuliana Simonazzi
AU  - Hans-Christian Stein
AU  - Elena Zambrelli
PY  - 2024
JO  - Psychiatry Research
DO  - 10.1016/j.psychres.2023.115687
UR  - https://doi.org/10.1016/j.psychres.2023.115687
ER  -

APA

D'Agostino, A., Garbazza, C., Malpetti, D., Azzimonti, L., Mangili, F., Stein, H., Giudice, R. D., Cicolin, A., Cirignotta, F., Manconi, M., Aquilino, D., Baiardi, S., Bianconcini, A., Canevini, M., Cicolin, A., Cirignotta, F., D'Agostino, A., Giudice, R. D., Fanti, V., Filippakos, F., Fior, G., Fonti, C., Furia, F., Gambini, O., Garbazza, C., Giordano, A., Giordano, B., Manconi, M., Marconi, A. M., Martini, A., Mondini, S., Piazza, N., Raimondo, E., Riccardi, S., Rizzo, N., Santoro, R., Serrati, C., Simonazzi, G., Stein, H., & Zambrelli, E. (2024). Optimal risk and diagnosis assessment strategies in perinatal depression: A machine learning approach from the life-ON study cohort. Psychiatry Research. https://doi.org/10.1016/j.psychres.2023.115687

Source records

crossref · retrieved 2026-09-26T23:58:33.455Z