Machine-learning vs. logistic regression for preoperative prediction of medical morbidity after fast-track hip and knee arthroplasty—a comparative study

Research output: Contribution to journalJournal articleResearchpeer-review

Standard

Machine-learning vs. logistic regression for preoperative prediction of medical morbidity after fast-track hip and knee arthroplasty—a comparative study. / Michelsen, Christian; Jørgensen, Christoffer C.; Heltberg, Mathias; Jensen, Mogens H.; Lucchetti, Alessandra; Petersen, Pelle B.; Petersen, Troels; Kehlet, Henrik; Madsen, Frank; Hansen, Torben B.; Gromov, Kirill; Jakobsen, Thomas; Varnum, Claus; Overgaard, Soren; Rathsach, Mikkel; Hansen, Lars.

In: BMC Anesthesiology, Vol. 23, No. 1, 391, 29.11.2023.

Research output: Contribution to journalJournal articleResearchpeer-review

Harvard

Michelsen, C, Jørgensen, CC, Heltberg, M, Jensen, MH, Lucchetti, A, Petersen, PB, Petersen, T, Kehlet, H, Madsen, F, Hansen, TB, Gromov, K, Jakobsen, T, Varnum, C, Overgaard, S, Rathsach, M & Hansen, L 2023, 'Machine-learning vs. logistic regression for preoperative prediction of medical morbidity after fast-track hip and knee arthroplasty—a comparative study', BMC Anesthesiology, vol. 23, no. 1, 391. https://doi.org/10.1186/s12871-023-02354-z

APA

Michelsen, C., Jørgensen, C. C., Heltberg, M., Jensen, M. H., Lucchetti, A., Petersen, P. B., Petersen, T., Kehlet, H., Madsen, F., Hansen, T. B., Gromov, K., Jakobsen, T., Varnum, C., Overgaard, S., Rathsach, M., & Hansen, L. (2023). Machine-learning vs. logistic regression for preoperative prediction of medical morbidity after fast-track hip and knee arthroplasty—a comparative study. BMC Anesthesiology, 23(1), [391]. https://doi.org/10.1186/s12871-023-02354-z

Vancouver

Michelsen C, Jørgensen CC, Heltberg M, Jensen MH, Lucchetti A, Petersen PB et al. Machine-learning vs. logistic regression for preoperative prediction of medical morbidity after fast-track hip and knee arthroplasty—a comparative study. BMC Anesthesiology. 2023 Nov 29;23(1). 391. https://doi.org/10.1186/s12871-023-02354-z

Author

Michelsen, Christian ; Jørgensen, Christoffer C. ; Heltberg, Mathias ; Jensen, Mogens H. ; Lucchetti, Alessandra ; Petersen, Pelle B. ; Petersen, Troels ; Kehlet, Henrik ; Madsen, Frank ; Hansen, Torben B. ; Gromov, Kirill ; Jakobsen, Thomas ; Varnum, Claus ; Overgaard, Soren ; Rathsach, Mikkel ; Hansen, Lars. / Machine-learning vs. logistic regression for preoperative prediction of medical morbidity after fast-track hip and knee arthroplasty—a comparative study. In: BMC Anesthesiology. 2023 ; Vol. 23, No. 1.

Bibtex

@article{f196383e4f7f4f568fbc6d57153c4532,
title = "Machine-learning vs. logistic regression for preoperative prediction of medical morbidity after fast-track hip and knee arthroplasty—a comparative study",
author = "Christian Michelsen and J{\o}rgensen, {Christoffer C.} and Mathias Heltberg and Jensen, {Mogens H.} and Alessandra Lucchetti and Petersen, {Pelle B.} and Troels Petersen and Henrik Kehlet and Frank Madsen and Hansen, {Torben B.} and Kirill Gromov and Thomas Jakobsen and Claus Varnum and Soren Overgaard and Mikkel Rathsach and Lars Hansen",
year = "2023",
month = nov,
day = "29",
doi = "10.1186/s12871-023-02354-z",
language = "English",
volume = "23",
journal = "BMC Anesthesiology",
issn = "1471-2253",
publisher = "BioMed Central Ltd.",
number = "1",

}

RIS

TY - JOUR

T1 - Machine-learning vs. logistic regression for preoperative prediction of medical morbidity after fast-track hip and knee arthroplasty—a comparative study

AU - Michelsen, Christian

AU - Jørgensen, Christoffer C.

AU - Heltberg, Mathias

AU - Jensen, Mogens H.

AU - Lucchetti, Alessandra

AU - Petersen, Pelle B.

AU - Petersen, Troels

AU - Kehlet, Henrik

AU - Madsen, Frank

AU - Hansen, Torben B.

AU - Gromov, Kirill

AU - Jakobsen, Thomas

AU - Varnum, Claus

AU - Overgaard, Soren

AU - Rathsach, Mikkel

AU - Hansen, Lars

PY - 2023/11/29

Y1 - 2023/11/29

U2 - 10.1186/s12871-023-02354-z

DO - 10.1186/s12871-023-02354-z

M3 - Journal article

C2 - 38030979

VL - 23

JO - BMC Anesthesiology

JF - BMC Anesthesiology

SN - 1471-2253

IS - 1

M1 - 391

ER -

ID: 377830157