E-LIB Suche - Ergebnisse für: Petelczyc, Monika

1

Prediction of peak oxygen consumption using cardiorespirato..:

Rosoł, Maciej ; Petelczyc, Monika ; Gąsior, Jakub S...
PLOS ONE. 19 (2024) 1 - p. e0291706 , 2024

Link: https://doi.org/10.1371/..

2

Mean and standard deviation of metrics from cross-validatio..:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.t004. , 2024

Link: https://doi.org/10.1371/..

3

Shapley values obtained for dataset D11:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.g007. , 2024

Link: https://doi.org/10.1371/..

4

Typical representation of the time-series for participants ..:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.g001. , 2024

Link: https://doi.org/10.1371/..

5

Characteristics of all datasets with an indication of featu..:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.t002. , 2024

Link: https://doi.org/10.1371/..

6

Violin-plots of the calculated metrics for each dataset wit..:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.g003. , 2024

Link: https://doi.org/10.1371/..

7

The plot of measured and predicted VO 2peak values for data..:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.g005. , 2024

Link: https://doi.org/10.1371/..

8

The p-values from Wilcoxon signed-rank test from pairwise c..:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.g004. , 2024

Link: https://doi.org/10.1371/..

9

Bland-Altman plot of determined in CPET directly and predic..:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.g006. , 2024

Link: https://doi.org/10.1371/..

10

Prediction of peak oxygen consumption using cardiorespirato..:

Maciej Rosoł ; Monika Petelczyc ; Jakub S Gąsior.
https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0291706&type=printable. , 2024

Link: https://doi.org/10.1371/..

11

Descriptive statistics of the study population:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.t001. , 2024

Link: https://doi.org/10.1371/..

12

Modeling pipeline applied for each dataset and algorithm:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.g002. , 2024

Link: https://doi.org/10.1371/..

13

Variable importance for dataset D11:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.g008. , 2024

Link: https://doi.org/10.1371/..

14

List of feature names:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.s001. , 2024

Link: https://doi.org/10.1371/..

15

Mean and standard deviation of metrics from cross-validatio..:

Maciej Rosoł ; Monika Petelczyc ; Jakub S. Gąsior.
doi:10.1371/journal.pone.0291706.t003. , 2024

Link: https://doi.org/10.1371/..