Standard

Why high-performing psychiatric machine learning models often fail in real-world clinical settings? / Fernandes, T.P.; Dahlgreen, L.; Shoshina, I.; Holm, S.

In: Psychiatry and Clinical Neurosciences, 02.03.2026.

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

Harvard

Fernandes, TP, Dahlgreen, L, Shoshina, I & Holm, S 2026, 'Why high-performing psychiatric machine learning models often fail in real-world clinical settings?', Psychiatry and Clinical Neurosciences. https://doi.org/10.1111/pcn.70047

APA

Fernandes, T. P., Dahlgreen, L., Shoshina, I., & Holm, S. (2026). Why high-performing psychiatric machine learning models often fail in real-world clinical settings? Psychiatry and Clinical Neurosciences. https://doi.org/10.1111/pcn.70047

Vancouver

Fernandes TP, Dahlgreen L, Shoshina I, Holm S. Why high-performing psychiatric machine learning models often fail in real-world clinical settings? Psychiatry and Clinical Neurosciences. 2026 Mar 2. https://doi.org/10.1111/pcn.70047

Author

Fernandes, T.P. ; Dahlgreen, L. ; Shoshina, I. ; Holm, S. / Why high-performing psychiatric machine learning models often fail in real-world clinical settings?. In: Psychiatry and Clinical Neurosciences. 2026.

BibTeX

@article{f32dff70fb0641a6b7dedddd8b607da4,
title = "Why high-performing psychiatric machine learning models often fail in real-world clinical settings?",
author = "T.P. Fernandes and L. Dahlgreen and I. Shoshina and S. Holm",
note = "Export Date: 16 March 2026; Cited By: 0; Correspondence Address: T.P. Fernandes; Perception, Neuroscience and Behaviour Lab, Joao Pessoa, Brazil; email: thiagompfernandes@gmail.com; CODEN: PCNEF",
year = "2026",
month = mar,
day = "2",
doi = "10.1111/pcn.70047",
language = "Английский",
journal = "Psychiatry and Clinical Neurosciences",
issn = "1323-1316",
publisher = "Wiley-Blackwell",

}

RIS

TY - JOUR

T1 - Why high-performing psychiatric machine learning models often fail in real-world clinical settings?

AU - Fernandes, T.P.

AU - Dahlgreen, L.

AU - Shoshina, I.

AU - Holm, S.

N1 - Export Date: 16 March 2026; Cited By: 0; Correspondence Address: T.P. Fernandes; Perception, Neuroscience and Behaviour Lab, Joao Pessoa, Brazil; email: thiagompfernandes@gmail.com; CODEN: PCNEF

PY - 2026/3/2

Y1 - 2026/3/2

UR - https://www.mendeley.com/catalogue/b39be09b-391b-3423-9ea5-fe21a2d5c13f/

U2 - 10.1111/pcn.70047

DO - 10.1111/pcn.70047

M3 - статья

JO - Psychiatry and Clinical Neurosciences

JF - Psychiatry and Clinical Neurosciences

SN - 1323-1316

ER -

ID: 150512113