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

Christian Michelsen; Christoffer C. Jørgensen; Mathias Heltberg; Mogens H. Jensen; Alessandra Lucchetti; Pelle B. Petersen; Troels Petersen; Henrik Kehlet; Frank Madsen; Torben B. Hansen; Kirill Gromov; Thomas Jakobsen; Claus Varnum; Soren Overgaard; Mikkel Rathsach; Lars Hansen

doi:10.1186/s12871-023-02354-z

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

Christian Michelsen, Christoffer C. Jørgensen, Mathias Heltberg, Mogens H. Jensen, Alessandra Lucchetti, Pelle B. Petersen, Troels Petersen, Henrik Kehlet, Frank Madsen, Torben B. Hansen, Kirill Gromov, Thomas Jakobsen, Claus Varnum, Soren Overgaard, Mikkel Rathsach, Lars Hansen

Research output: Contribution to journal › Journal article › Research › peer-review

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Original language	English
Article number	391
Journal	BMC Anesthesiology
Volume	23
Issue number	1
Number of pages	12
ISSN	1471-2253
DOIs	https://doi.org/10.1186/s12871-023-02354-z
Publication status	Published - 29 Nov 2023

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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

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 journal › Journal article › Research › peer-review

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

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.

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