---
_id: '60047'
abstract:
- lang: eng
text: "Abstract\r\n Purpose\r\n
\ Cardiopulmonary exercise testing (CPET) is considered
the gold standard for assessing cardiorespiratory fitness. To ensure consistent
performance of each test, it is necessary to adapt the power increase of the test
protocol to the physical characteristics of each individual. This study aimed
to use machine learning models to determine individualized ramp protocols based
on non-exercise features. We hypothesized that machine learning models will predict
peak oxygen uptake ($$\\dot{V}$$\r\n \r\n
\ V\r\n ˙\r\n
\ \r\n O2peak)
and peak power output (PPO) more accurately than conventional multiple linear
regression (MLR).\r\n \r\n Methods\r\n
\ The cross-sectional study was conducted with 274 (♀168,
♂106) participants who performed CPET on a cycle ergometer. Machine learning models
and multiple linear regression were used to predict $$\\dot{V}$$\r\n \r\n
\ V\r\n ˙\r\n
\ \r\n O2peak
and PPO using non-exercise features. The accuracy of the models was compared using
criteria such as root mean square error (RMSE). Shapley additive explanation (SHAP)
was applied to determine the feature importance.\r\n \r\n
\ Results\r\n The
most accurate machine learning model was the random forest (RMSE: 6.52 ml/kg/min
[95% CI 5.21–8.17]) for $$\\dot{V}$$\r\n \r\n
\ V\r\n ˙\r\n
\ \r\n O2peak
prediction and the gradient boosting regression (RMSE: 43watts [95% CI 35–52])
for PPO prediction. Compared to the MLR, the machine learning models reduced the
RMSE by up to 28% and 22% for prediction of $$\\dot{V}$$\r\n \r\n
\ V\r\n ˙\r\n
\ \r\n O2peak
and PPO, respectively. Furthermore, SHAP ranked body composition data such as
skeletal muscle mass and extracellular water as the most impactful features.\r\n
\ \r\n Conclusion\r\n
\ Machine learning models predict $$\\dot{V}$$\r\n \r\n
\ V\r\n ˙\r\n
\ \r\n O2peak
and PPO more accurately than MLR and can be used to individualize CPET protocols.
Features that provide information about the participant's body composition contribute
most to the improvement of these predictions.\r\n \r\n
\ Trial registration number\r\n DRKS00031401
(6 March 2023, retrospectively registered).\r\n "
author:
- first_name: Charlotte
full_name: Wenzel, Charlotte
last_name: Wenzel
- first_name: Thomas
full_name: Liebig, Thomas
last_name: Liebig
- first_name: Adrian
full_name: Swoboda, Adrian
last_name: Swoboda
- first_name: Rika
full_name: Smolareck, Rika
last_name: Smolareck
- first_name: Marit Lea
full_name: Schlagheck, Marit Lea
id: '117661'
last_name: Schlagheck
orcid: '0000-0002-8913-6080 '
- first_name: David
full_name: Walzik, David
last_name: Walzik
- first_name: Andreas
full_name: Groll, Andreas
last_name: Groll
- first_name: Richie P.
full_name: Goulding, Richie P.
last_name: Goulding
- first_name: Philipp
full_name: Zimmer, Philipp
last_name: Zimmer
citation:
ama: Wenzel C, Liebig T, Swoboda A, et al. Machine learning predicts peak oxygen
uptake and peak power output for customizing cardiopulmonary exercise testing
using non-exercise features. European Journal of Applied Physiology. 2024;124(11):3421-3431.
doi:10.1007/s00421-024-05543-x
apa: Wenzel, C., Liebig, T., Swoboda, A., Smolareck, R., Schlagheck, M. L., Walzik,
D., Groll, A., Goulding, R. P., & Zimmer, P. (2024). Machine learning predicts
peak oxygen uptake and peak power output for customizing cardiopulmonary exercise
testing using non-exercise features. European Journal of Applied Physiology,
124(11), 3421–3431. https://doi.org/10.1007/s00421-024-05543-x
bibtex: '@article{Wenzel_Liebig_Swoboda_Smolareck_Schlagheck_Walzik_Groll_Goulding_Zimmer_2024,
title={Machine learning predicts peak oxygen uptake and peak power output for
customizing cardiopulmonary exercise testing using non-exercise features}, volume={124},
DOI={10.1007/s00421-024-05543-x},
number={11}, journal={European Journal of Applied Physiology}, publisher={Springer
Science and Business Media LLC}, author={Wenzel, Charlotte and Liebig, Thomas
and Swoboda, Adrian and Smolareck, Rika and Schlagheck, Marit Lea and Walzik,
David and Groll, Andreas and Goulding, Richie P. and Zimmer, Philipp}, year={2024},
pages={3421–3431} }'
chicago: 'Wenzel, Charlotte, Thomas Liebig, Adrian Swoboda, Rika Smolareck, Marit
Lea Schlagheck, David Walzik, Andreas Groll, Richie P. Goulding, and Philipp Zimmer.
“Machine Learning Predicts Peak Oxygen Uptake and Peak Power Output for Customizing
Cardiopulmonary Exercise Testing Using Non-Exercise Features.” European Journal
of Applied Physiology 124, no. 11 (2024): 3421–31. https://doi.org/10.1007/s00421-024-05543-x.'
ieee: 'C. Wenzel et al., “Machine learning predicts peak oxygen uptake and
peak power output for customizing cardiopulmonary exercise testing using non-exercise
features,” European Journal of Applied Physiology, vol. 124, no. 11, pp.
3421–3431, 2024, doi: 10.1007/s00421-024-05543-x.'
mla: Wenzel, Charlotte, et al. “Machine Learning Predicts Peak Oxygen Uptake and
Peak Power Output for Customizing Cardiopulmonary Exercise Testing Using Non-Exercise
Features.” European Journal of Applied Physiology, vol. 124, no. 11, Springer
Science and Business Media LLC, 2024, pp. 3421–31, doi:10.1007/s00421-024-05543-x.
short: C. Wenzel, T. Liebig, A. Swoboda, R. Smolareck, M.L. Schlagheck, D. Walzik,
A. Groll, R.P. Goulding, P. Zimmer, European Journal of Applied Physiology 124
(2024) 3421–3431.
date_created: 2025-05-27T07:54:52Z
date_updated: 2025-06-02T09:34:21Z
doi: 10.1007/s00421-024-05543-x
extern: '1'
intvolume: ' 124'
issue: '11'
language:
- iso: eng
page: 3421-3431
publication: European Journal of Applied Physiology
publication_identifier:
issn:
- 1439-6319
- 1439-6327
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Machine learning predicts peak oxygen uptake and peak power output for customizing
cardiopulmonary exercise testing using non-exercise features
type: journal_article
user_id: '117661'
volume: 124
year: '2024'
...
---
_id: '60092'
abstract:
- lang: eng
text: "Abstract\r\n Purpose\r\n
\ Research supports physical activity as a method to heighten
stress resistance and resilience through positive metabolic alterations mostly
affecting the neuroendocrine system. High-intensity interval training (HIIT) has
been proposed as a highly effective time-saving method to induce those changes.
However, existing literature relies heavily on cross-sectional analyses, with
few randomised controlled trials highlighting the necessity for more exercise
interventions. Thus, this study aims to investigate the effects of HIIT versus
an active control group on the stress response to an acute psychosocial stressor
in emotionally impulsive humans (suggested as being strong stress responders).\r\n
\ \r\n Methods\r\n
\ The study protocol was registered online (DRKS00016589)
before data collection. Sedentary, emotionally impulsive adults (30.69 ± 8.20
y) were recruited for a supervised intervention of 8 weeks and randomly allocated
to either a HIIT (n = 25) or a stretching group (n = 19,
acting as active controls). Participants were submitted to a test battery, including
saliva samples, questionnaires (self-efficacy- and perceived stress-related),
visual analogue scales (physical exercise- and stress-related), and resting electroencephalography
and electrocardiography assessing their reaction to an acute psychological stressor
(Trier Social Stress Test) before and after the exercise intervention.\r\n
\ \r\n Results\r\n
\ HIIT increased aerobic fitness in all participants, whereas
stretching did not. Participants from the HIIT group reported perceiving exercising
more intensively than those from the active control group (ƞp2 = 0.108,
p = 0.038). No further group differences were detected.
Both interventions largely increased levels of joy post-TSST (ƞp2 = 0.209,
p = 0.003) whilst decreasing tension (ƞp2 = 0.262,
p < 0.001) and worries (ƞp2 = 0.113,
p = 0.037). Finally, both interventions largely increased
perceived levels of general self-efficacy (ƞp2 = 0.120,
p = 0.029).\r\n \r\n
\ Conclusion\r\n This
study suggests that 8 weeks of HIIT does not change the psychoneuroendocrine response
to an acute psychological stress test compared to an active control group in emotionally
impulsive humans. Further replications of supervised exercise studies highly powered
with active and passive controls are warranted.\r\n "
author:
- first_name: F.
full_name: Javelle, F.
last_name: Javelle
- first_name: W.
full_name: Bloch, W.
last_name: Bloch
- first_name: U.
full_name: Borges, U.
last_name: Borges
- first_name: T.
full_name: Burberg, T.
last_name: Burberg
- first_name: B.
full_name: Collins, B.
last_name: Collins
- first_name: N.
full_name: Gunasekara, N.
last_name: Gunasekara
- first_name: T. J.
full_name: Hosang, T. J.
last_name: Hosang
- first_name: T.
full_name: Jacobsen, T.
last_name: Jacobsen
- first_name: S.
full_name: Laborde, S.
last_name: Laborde
- first_name: A.
full_name: Löw, A.
last_name: Löw
- first_name: A.
full_name: Schenk, A.
last_name: Schenk
- first_name: Marit Lea
full_name: Schlagheck, Marit Lea
id: '117661'
last_name: Schlagheck
orcid: '0000-0002-8913-6080 '
- first_name: D.
full_name: Schoser, D.
last_name: Schoser
- first_name: A.
full_name: Vogel, A.
last_name: Vogel
- first_name: D.
full_name: Walzik, D.
last_name: Walzik
- first_name: P.
full_name: Zimmer, P.
last_name: Zimmer
citation:
ama: Javelle F, Bloch W, Borges U, et al. Eight weeks of high-intensity interval
training versus stretching do not change the psychoneuroendocrine response to
a social stress test in emotionally impulsive humans. European Journal of Applied
Physiology. 2024;124(10):2893-2908. doi:10.1007/s00421-024-05471-w
apa: Javelle, F., Bloch, W., Borges, U., Burberg, T., Collins, B., Gunasekara, N.,
Hosang, T. J., Jacobsen, T., Laborde, S., Löw, A., Schenk, A., Schlagheck, M.
L., Schoser, D., Vogel, A., Walzik, D., & Zimmer, P. (2024). Eight weeks of
high-intensity interval training versus stretching do not change the psychoneuroendocrine
response to a social stress test in emotionally impulsive humans. European
Journal of Applied Physiology, 124(10), 2893–2908. https://doi.org/10.1007/s00421-024-05471-w
bibtex: '@article{Javelle_Bloch_Borges_Burberg_Collins_Gunasekara_Hosang_Jacobsen_Laborde_Löw_et
al._2024, title={Eight weeks of high-intensity interval training versus stretching
do not change the psychoneuroendocrine response to a social stress test in emotionally
impulsive humans}, volume={124}, DOI={10.1007/s00421-024-05471-w},
number={10}, journal={European Journal of Applied Physiology}, publisher={Springer
Science and Business Media LLC}, author={Javelle, F. and Bloch, W. and Borges,
U. and Burberg, T. and Collins, B. and Gunasekara, N. and Hosang, T. J. and Jacobsen,
T. and Laborde, S. and Löw, A. and et al.}, year={2024}, pages={2893–2908} }'
chicago: 'Javelle, F., W. Bloch, U. Borges, T. Burberg, B. Collins, N. Gunasekara,
T. J. Hosang, et al. “Eight Weeks of High-Intensity Interval Training versus Stretching
Do Not Change the Psychoneuroendocrine Response to a Social Stress Test in Emotionally
Impulsive Humans.” European Journal of Applied Physiology 124, no. 10 (2024):
2893–2908. https://doi.org/10.1007/s00421-024-05471-w.'
ieee: 'F. Javelle et al., “Eight weeks of high-intensity interval training
versus stretching do not change the psychoneuroendocrine response to a social
stress test in emotionally impulsive humans,” European Journal of Applied Physiology,
vol. 124, no. 10, pp. 2893–2908, 2024, doi: 10.1007/s00421-024-05471-w.'
mla: Javelle, F., et al. “Eight Weeks of High-Intensity Interval Training versus
Stretching Do Not Change the Psychoneuroendocrine Response to a Social Stress
Test in Emotionally Impulsive Humans.” European Journal of Applied Physiology,
vol. 124, no. 10, Springer Science and Business Media LLC, 2024, pp. 2893–908,
doi:10.1007/s00421-024-05471-w.
short: F. Javelle, W. Bloch, U. Borges, T. Burberg, B. Collins, N. Gunasekara, T.J.
Hosang, T. Jacobsen, S. Laborde, A. Löw, A. Schenk, M.L. Schlagheck, D. Schoser,
A. Vogel, D. Walzik, P. Zimmer, European Journal of Applied Physiology 124 (2024)
2893–2908.
date_created: 2025-06-02T09:43:08Z
date_updated: 2025-06-02T09:44:49Z
doi: 10.1007/s00421-024-05471-w
extern: '1'
intvolume: ' 124'
issue: '10'
language:
- iso: eng
page: 2893-2908
publication: European Journal of Applied Physiology
publication_identifier:
issn:
- 1439-6319
- 1439-6327
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Eight weeks of high-intensity interval training versus stretching do not change
the psychoneuroendocrine response to a social stress test in emotionally impulsive
humans
type: journal_article
user_id: '117661'
volume: 124
year: '2024'
...
---
_id: '26012'
abstract:
- lang: eng
text: "Abstract\r\n Purpose\r\n
\ Exhaustive cardiovascular load can affect neural processing
and is associated with decreases in sensorimotor performance. The purpose of this
study was to explore intensity-dependent modulations in brain network efficiency
in response to treadmill running assessed from resting-state electroencephalography
(EEG) measures.\r\n \r\n Methods\r\n
\ Sixteen trained participants were tested for individual
peak oxygen uptake (VO2 peak) and performed an incremental
treadmill exercise at 50% (10 min), 70% (10 min) and 90% speed VO2 peak
(all-out) followed by cool-down running and active recovery. Before the experiment
and after each stage, borg scale (BS), blood lactate concentration (BLa),
resting heartrate (HRrest) and 64-channel EEG resting state
were assessed. To analyze network efficiency, graph theory was applied to derive
small world index (SWI) from EEG data in theta, alpha-1 and alpha-2 frequency
bands.\r\n \r\n Results\r\n
\ Analysis of variance for repeated measures revealed significant
main effects for intensity on BS, BLa, HRrest
and SWI. While BS, BLa and HRrest indicated
maxima after all-out, SWI showed a reduction in the theta network after all-out.\r\n
\ \r\n Conclusion\r\n
\ Our explorative approach suggests intensity-dependent
modulations of resting-state brain networks, since exhaustive exercise temporarily
reduces brain network efficiency. Resting-state network assessment may prospectively
play a role in training monitoring by displaying the readiness and efficiency
of the central nervous system in different training situations.\r\n "
author:
- first_name: Daniel
full_name: Büchel, Daniel
id: '41088'
last_name: Büchel
- first_name: Øyvind
full_name: Sandbakk, Øyvind
last_name: Sandbakk
- first_name: Jochen
full_name: Baumeister, Jochen
id: '46'
last_name: Baumeister
orcid: 0000-0003-2683-5826
citation:
ama: Büchel D, Sandbakk Ø, Baumeister J. Exploring intensity-dependent modulations
in EEG resting-state network efficiency induced by exercise. European Journal
of Applied Physiology. Published online 2021:2423-2435. doi:10.1007/s00421-021-04712-6
apa: Büchel, D., Sandbakk, Ø., & Baumeister, J. (2021). Exploring intensity-dependent
modulations in EEG resting-state network efficiency induced by exercise. European
Journal of Applied Physiology, 2423–2435. https://doi.org/10.1007/s00421-021-04712-6
bibtex: '@article{Büchel_Sandbakk_Baumeister_2021, title={Exploring intensity-dependent
modulations in EEG resting-state network efficiency induced by exercise}, DOI={10.1007/s00421-021-04712-6},
journal={European Journal of Applied Physiology}, author={Büchel, Daniel and Sandbakk,
Øyvind and Baumeister, Jochen}, year={2021}, pages={2423–2435} }'
chicago: Büchel, Daniel, Øyvind Sandbakk, and Jochen Baumeister. “Exploring Intensity-Dependent
Modulations in EEG Resting-State Network Efficiency Induced by Exercise.” European
Journal of Applied Physiology, 2021, 2423–35. https://doi.org/10.1007/s00421-021-04712-6.
ieee: 'D. Büchel, Ø. Sandbakk, and J. Baumeister, “Exploring intensity-dependent
modulations in EEG resting-state network efficiency induced by exercise,” European
Journal of Applied Physiology, pp. 2423–2435, 2021, doi: 10.1007/s00421-021-04712-6.'
mla: Büchel, Daniel, et al. “Exploring Intensity-Dependent Modulations in EEG Resting-State
Network Efficiency Induced by Exercise.” European Journal of Applied Physiology,
2021, pp. 2423–35, doi:10.1007/s00421-021-04712-6.
short: D. Büchel, Ø. Sandbakk, J. Baumeister, European Journal of Applied Physiology
(2021) 2423–2435.
date_created: 2021-10-11T07:44:10Z
date_updated: 2022-01-06T06:57:15Z
department:
- _id: '172'
doi: 10.1007/s00421-021-04712-6
language:
- iso: eng
page: 2423-2435
publication: European Journal of Applied Physiology
publication_identifier:
issn:
- 1439-6319
- 1439-6327
publication_status: published
status: public
title: Exploring intensity-dependent modulations in EEG resting-state network efficiency
induced by exercise
type: journal_article
user_id: '41088'
year: '2021'
...
---
_id: '33389'
abstract:
- lang: eng
text: "Abstract\r\nPurpose\r\nSpace
flight and bed rest (BR) lead to a rapid decline in exercise capacity. Whey protein
plus potassium bicarbonate diet-supplementation (NUTR) could attenuate this effect
by improving oxidative metabolism. We evaluated the impact of 21-day BR and NUTR
on fatigue resistance of plantar flexor muscles (PF) during repeated shortening
contractions, and whether any change was related to altered energy metabolism
and muscle oxygenation.\r\n\r\nMethods\r\nTen
healthy men received a standardized isocaloric diet with (n = 5)
or without (n = 5) NUTR. Eight bouts of 24 concentric
plantar flexions (30 s each bout) with 20 s rest between bouts were employed.
PF muscle size was assessed by means of peripheral quantitative computed tomography.
PF muscle volume was assessed with magnetic resonance imaging. PF muscle force,
contraction velocity, power and surface electromyogram signals were recorded during
each contraction, as well as energy metabolism (31P nuclear
magnetic resonance spectroscopy) and oxygenation (near-infrared spectroscopy).
Cardiopulmonary parameters were measured during an incremental cycle exercise
test.\r\n\r\nResults\r\nBR
caused 10–15% loss of PF volume that was partly recovered 3 days after re-ambulation,
as a consequence of fluid redistribution. Unexpectedly, PF fatigue resistance
was not affected by BR or NUTR. BR induced a shift in muscle metabolism toward
glycolysis and some signs of impaired muscle oxygen extraction. NUTR did not attenuate
the BR-induced-shift in energy metabolism.\r\n\r\nConclusions\r\nTwenty-one
days’ BR did not impair PF fatigue resistance, but the shift to glycolytic metabolism
and indications of impaired oxygen extraction may be early signs of developing
reduced muscle fatigue resistance.\r\n"
author:
- first_name: Alessandra
full_name: Bosutti, Alessandra
last_name: Bosutti
- first_name: Edwin
full_name: Mulder, Edwin
last_name: Mulder
- first_name: Jochen
full_name: Zange, Jochen
last_name: Zange
- first_name: Judith
full_name: Bühlmeier, Judith
id: '89838'
last_name: Bühlmeier
- first_name: Bergita
full_name: Ganse, Bergita
last_name: Ganse
- first_name: Hans
full_name: Degens, Hans
last_name: Degens
citation:
ama: Bosutti A, Mulder E, Zange J, Bühlmeier J, Ganse B, Degens H. Effects of 21 days
of bed rest and whey protein supplementation on plantar flexor muscle fatigue
resistance during repeated shortening contractions. European Journal of Applied
Physiology. 2020;120(5):969-983. doi:10.1007/s00421-020-04333-5
apa: Bosutti, A., Mulder, E., Zange, J., Bühlmeier, J., Ganse, B., & Degens,
H. (2020). Effects of 21 days of bed rest and whey protein supplementation on
plantar flexor muscle fatigue resistance during repeated shortening contractions.
European Journal of Applied Physiology, 120(5), 969–983. https://doi.org/10.1007/s00421-020-04333-5
bibtex: '@article{Bosutti_Mulder_Zange_Bühlmeier_Ganse_Degens_2020, title={Effects
of 21 days of bed rest and whey protein supplementation on plantar flexor muscle
fatigue resistance during repeated shortening contractions}, volume={120}, DOI={10.1007/s00421-020-04333-5},
number={5}, journal={European Journal of Applied Physiology}, publisher={Springer
Science and Business Media LLC}, author={Bosutti, Alessandra and Mulder, Edwin
and Zange, Jochen and Bühlmeier, Judith and Ganse, Bergita and Degens, Hans},
year={2020}, pages={969–983} }'
chicago: 'Bosutti, Alessandra, Edwin Mulder, Jochen Zange, Judith Bühlmeier, Bergita
Ganse, and Hans Degens. “Effects of 21 Days of Bed Rest and Whey Protein Supplementation
on Plantar Flexor Muscle Fatigue Resistance during Repeated Shortening Contractions.”
European Journal of Applied Physiology 120, no. 5 (2020): 969–83. https://doi.org/10.1007/s00421-020-04333-5.'
ieee: 'A. Bosutti, E. Mulder, J. Zange, J. Bühlmeier, B. Ganse, and H. Degens, “Effects
of 21 days of bed rest and whey protein supplementation on plantar flexor muscle
fatigue resistance during repeated shortening contractions,” European Journal
of Applied Physiology, vol. 120, no. 5, pp. 969–983, 2020, doi: 10.1007/s00421-020-04333-5.'
mla: Bosutti, Alessandra, et al. “Effects of 21 Days of Bed Rest and Whey Protein
Supplementation on Plantar Flexor Muscle Fatigue Resistance during Repeated Shortening
Contractions.” European Journal of Applied Physiology, vol. 120, no. 5,
Springer Science and Business Media LLC, 2020, pp. 969–83, doi:10.1007/s00421-020-04333-5.
short: A. Bosutti, E. Mulder, J. Zange, J. Bühlmeier, B. Ganse, H. Degens, European
Journal of Applied Physiology 120 (2020) 969–983.
date_created: 2022-09-15T09:30:41Z
date_updated: 2022-09-15T09:48:23Z
doi: 10.1007/s00421-020-04333-5
extern: '1'
intvolume: ' 120'
issue: '5'
keyword:
- Physiology (medical)
- Public Health
- Environmental and Occupational Health
- Orthopedics and Sports Medicine
- General Medicine
- Public Health
- Environmental and Occupational Health
- Physiology
language:
- iso: eng
page: 969-983
publication: European Journal of Applied Physiology
publication_identifier:
issn:
- 1439-6319
- 1439-6327
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Effects of 21 days of bed rest and whey protein supplementation on plantar
flexor muscle fatigue resistance during repeated shortening contractions
type: journal_article
user_id: '89838'
volume: 120
year: '2020'
...
---
_id: '20465'
author:
- first_name: T
full_name: Zult, T
last_name: Zult
- first_name: A
full_name: Gokeler, A
last_name: Gokeler
- first_name: van
full_name: Raay JJAM, van
last_name: Raay JJAM
- first_name: RW
full_name: Brouwer, RW
last_name: Brouwer
- first_name: I
full_name: Zijdewind, I
last_name: Zijdewind
- first_name: JP
full_name: Farthing, JP
last_name: Farthing
- first_name: T
full_name: Hortobágyi, T
last_name: Hortobágyi
citation:
ama: 'Zult T, Gokeler A, Raay JJAM van, et al. Cross-education does not accelerate
the rehabilitation of neuromuscular functions after ACL reconstruction: a randomized
controlled clinical trial. Eur J Appl Physiol. 2018;118(8):1609-1623. doi:10.1007/s00421-018-3892-1'
apa: 'Zult, T., Gokeler, A., Raay JJAM, van, Brouwer, R., Zijdewind, I., Farthing,
J., & Hortobágyi, T. (2018). Cross-education does not accelerate the rehabilitation
of neuromuscular functions after ACL reconstruction: a randomized controlled clinical
trial. Eur J Appl Physiol, 118(8), 1609–1623. https://doi.org/10.1007/s00421-018-3892-1'
bibtex: '@article{Zult_Gokeler_Raay JJAM_Brouwer_Zijdewind_Farthing_Hortobágyi_2018,
title={Cross-education does not accelerate the rehabilitation of neuromuscular
functions after ACL reconstruction: a randomized controlled clinical trial.},
volume={118}, DOI={10.1007/s00421-018-3892-1},
number={8}, journal={Eur J Appl Physiol}, author={Zult, T and Gokeler, A and Raay
JJAM, van and Brouwer, RW and Zijdewind, I and Farthing, JP and Hortobágyi, T},
year={2018}, pages={1609–1623} }'
chicago: 'Zult, T, A Gokeler, van Raay JJAM, RW Brouwer, I Zijdewind, JP Farthing,
and T Hortobágyi. “Cross-Education Does Not Accelerate the Rehabilitation of Neuromuscular
Functions after ACL Reconstruction: A Randomized Controlled Clinical Trial.” Eur
J Appl Physiol 118, no. 8 (2018): 1609–23. https://doi.org/10.1007/s00421-018-3892-1.'
ieee: 'T. Zult et al., “Cross-education does not accelerate the rehabilitation
of neuromuscular functions after ACL reconstruction: a randomized controlled clinical
trial.,” Eur J Appl Physiol, vol. 118, no. 8, pp. 1609–1623, 2018.'
mla: 'Zult, T., et al. “Cross-Education Does Not Accelerate the Rehabilitation of
Neuromuscular Functions after ACL Reconstruction: A Randomized Controlled Clinical
Trial.” Eur J Appl Physiol, vol. 118, no. 8, 2018, pp. 1609–23, doi:10.1007/s00421-018-3892-1.'
short: T. Zult, A. Gokeler, van Raay JJAM, R. Brouwer, I. Zijdewind, J. Farthing,
T. Hortobágyi, Eur J Appl Physiol 118 (2018) 1609–1623.
date_created: 2020-11-23T11:46:52Z
date_updated: 2022-01-06T06:54:27Z
department:
- _id: '17'
- _id: '172'
doi: 10.1007/s00421-018-3892-1
external_id:
pmid:
- '29796857'
intvolume: ' 118'
issue: '8'
language:
- iso: eng
page: 1609-1623
pmid: '1'
publication: Eur J Appl Physiol
publication_identifier:
issn:
- 1439-6319
- 1439-6327
status: public
title: 'Cross-education does not accelerate the rehabilitation of neuromuscular functions
after ACL reconstruction: a randomized controlled clinical trial.'
type: journal_article
user_id: '62406'
volume: 118
year: '2018'
...
---
_id: '33398'
author:
- first_name: E.
full_name: Mulder, E.
last_name: Mulder
- first_name: G.
full_name: Clément, G.
last_name: Clément
- first_name: D.
full_name: Linnarsson, D.
last_name: Linnarsson
- first_name: W. H.
full_name: Paloski, W. H.
last_name: Paloski
- first_name: F. P.
full_name: Wuyts, F. P.
last_name: Wuyts
- first_name: J.
full_name: Zange, J.
last_name: Zange
- first_name: P.
full_name: Frings-Meuthen, P.
last_name: Frings-Meuthen
- first_name: B.
full_name: Johannes, B.
last_name: Johannes
- first_name: V.
full_name: Shushakov, V.
last_name: Shushakov
- first_name: M.
full_name: Grunewald, M.
last_name: Grunewald
- first_name: N.
full_name: Maassen, N.
last_name: Maassen
- first_name: Judith
full_name: Bühlmeier, Judith
id: '89838'
last_name: Bühlmeier
- first_name: J.
full_name: Rittweger, J.
last_name: Rittweger
citation:
ama: Mulder E, Clément G, Linnarsson D, et al. Musculoskeletal effects of 5 days
of bed rest with and without locomotion replacement training. European Journal
of Applied Physiology. 2014;115(4):727-738. doi:10.1007/s00421-014-3045-0
apa: Mulder, E., Clément, G., Linnarsson, D., Paloski, W. H., Wuyts, F. P., Zange,
J., Frings-Meuthen, P., Johannes, B., Shushakov, V., Grunewald, M., Maassen, N.,
Bühlmeier, J., & Rittweger, J. (2014). Musculoskeletal effects of 5 days of
bed rest with and without locomotion replacement training. European Journal
of Applied Physiology, 115(4), 727–738. https://doi.org/10.1007/s00421-014-3045-0
bibtex: '@article{Mulder_Clément_Linnarsson_Paloski_Wuyts_Zange_Frings-Meuthen_Johannes_Shushakov_Grunewald_et
al._2014, title={Musculoskeletal effects of 5 days of bed rest with and without
locomotion replacement training}, volume={115}, DOI={10.1007/s00421-014-3045-0},
number={4}, journal={European Journal of Applied Physiology}, publisher={Springer
Science and Business Media LLC}, author={Mulder, E. and Clément, G. and Linnarsson,
D. and Paloski, W. H. and Wuyts, F. P. and Zange, J. and Frings-Meuthen, P. and
Johannes, B. and Shushakov, V. and Grunewald, M. and et al.}, year={2014}, pages={727–738}
}'
chicago: 'Mulder, E., G. Clément, D. Linnarsson, W. H. Paloski, F. P. Wuyts, J.
Zange, P. Frings-Meuthen, et al. “Musculoskeletal Effects of 5 Days of Bed Rest
with and without Locomotion Replacement Training.” European Journal of Applied
Physiology 115, no. 4 (2014): 727–38. https://doi.org/10.1007/s00421-014-3045-0.'
ieee: 'E. Mulder et al., “Musculoskeletal effects of 5 days of bed rest with
and without locomotion replacement training,” European Journal of Applied Physiology,
vol. 115, no. 4, pp. 727–738, 2014, doi: 10.1007/s00421-014-3045-0.'
mla: Mulder, E., et al. “Musculoskeletal Effects of 5 Days of Bed Rest with and
without Locomotion Replacement Training.” European Journal of Applied Physiology,
vol. 115, no. 4, Springer Science and Business Media LLC, 2014, pp. 727–38, doi:10.1007/s00421-014-3045-0.
short: E. Mulder, G. Clément, D. Linnarsson, W.H. Paloski, F.P. Wuyts, J. Zange,
P. Frings-Meuthen, B. Johannes, V. Shushakov, M. Grunewald, N. Maassen, J. Bühlmeier,
J. Rittweger, European Journal of Applied Physiology 115 (2014) 727–738.
date_created: 2022-09-15T09:36:45Z
date_updated: 2022-09-15T09:55:02Z
doi: 10.1007/s00421-014-3045-0
extern: '1'
intvolume: ' 115'
issue: '4'
keyword:
- Physiology (medical)
- Public Health
- Environmental and Occupational Health
- Orthopedics and Sports Medicine
- General Medicine
- Public Health
- Environmental and Occupational Health
- Physiology
language:
- iso: eng
page: 727-738
publication: European Journal of Applied Physiology
publication_identifier:
issn:
- 1439-6319
- 1439-6327
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Musculoskeletal effects of 5 days of bed rest with and without locomotion replacement
training
type: journal_article
user_id: '89838'
volume: 115
year: '2014'
...
---
_id: '60720'
author:
- first_name: Alan R.
full_name: Needle, Alan R.
last_name: Needle
- first_name: C. Buz
full_name: Swanik, C. Buz
last_name: Swanik
- first_name: Michael
full_name: Schubert, Michael
last_name: Schubert
- first_name: Kirsten
full_name: Reinecke, Kirsten
id: '140'
last_name: Reinecke
- first_name: William B.
full_name: Farquhar, William B.
last_name: Farquhar
- first_name: Jill S.
full_name: Higginson, Jill S.
last_name: Higginson
- first_name: Thomas W.
full_name: Kaminski, Thomas W.
last_name: Kaminski
- first_name: Jochen
full_name: Baumeister, Jochen
last_name: Baumeister
citation:
ama: Needle AR, Swanik CB, Schubert M, et al. Decoupling of laxity and cortical
activation in functionally unstable ankles during joint loading. European Journal
of Applied Physiology. 2014;114(10):2129-2138. doi:10.1007/s00421-014-2929-3
apa: Needle, A. R., Swanik, C. B., Schubert, M., Reinecke, K., Farquhar, W. B.,
Higginson, J. S., Kaminski, T. W., & Baumeister, J. (2014). Decoupling of
laxity and cortical activation in functionally unstable ankles during joint loading.
European Journal of Applied Physiology, 114(10), 2129–2138. https://doi.org/10.1007/s00421-014-2929-3
bibtex: '@article{Needle_Swanik_Schubert_Reinecke_Farquhar_Higginson_Kaminski_Baumeister_2014,
title={Decoupling of laxity and cortical activation in functionally unstable ankles
during joint loading}, volume={114}, DOI={10.1007/s00421-014-2929-3},
number={10}, journal={European Journal of Applied Physiology}, publisher={Springer
Science and Business Media LLC}, author={Needle, Alan R. and Swanik, C. Buz and
Schubert, Michael and Reinecke, Kirsten and Farquhar, William B. and Higginson,
Jill S. and Kaminski, Thomas W. and Baumeister, Jochen}, year={2014}, pages={2129–2138}
}'
chicago: 'Needle, Alan R., C. Buz Swanik, Michael Schubert, Kirsten Reinecke, William
B. Farquhar, Jill S. Higginson, Thomas W. Kaminski, and Jochen Baumeister. “Decoupling
of Laxity and Cortical Activation in Functionally Unstable Ankles during Joint
Loading.” European Journal of Applied Physiology 114, no. 10 (2014): 2129–38.
https://doi.org/10.1007/s00421-014-2929-3.'
ieee: 'A. R. Needle et al., “Decoupling of laxity and cortical activation
in functionally unstable ankles during joint loading,” European Journal of
Applied Physiology, vol. 114, no. 10, pp. 2129–2138, 2014, doi: 10.1007/s00421-014-2929-3.'
mla: Needle, Alan R., et al. “Decoupling of Laxity and Cortical Activation in Functionally
Unstable Ankles during Joint Loading.” European Journal of Applied Physiology,
vol. 114, no. 10, Springer Science and Business Media LLC, 2014, pp. 2129–38,
doi:10.1007/s00421-014-2929-3.
short: A.R. Needle, C.B. Swanik, M. Schubert, K. Reinecke, W.B. Farquhar, J.S. Higginson,
T.W. Kaminski, J. Baumeister, European Journal of Applied Physiology 114 (2014)
2129–2138.
date_created: 2025-07-22T14:25:59Z
date_updated: 2025-08-27T08:21:16Z
department:
- _id: '17'
- _id: '176'
doi: 10.1007/s00421-014-2929-3
intvolume: ' 114'
issue: '10'
language:
- iso: eng
page: 2129-2138
publication: European Journal of Applied Physiology
publication_identifier:
issn:
- 1439-6319
- 1439-6327
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Decoupling of laxity and cortical activation in functionally unstable ankles
during joint loading
type: journal_article
user_id: '140'
volume: 114
year: '2014'
...
---
_id: '60712'
author:
- first_name: Jochen
full_name: Baumeister, Jochen
last_name: Baumeister
- first_name: Kirsten
full_name: Reinecke, Kirsten
id: '140'
last_name: Reinecke
- first_name: Michael
full_name: Schubert, Michael
last_name: Schubert
- first_name: Johannes
full_name: Schade, Johannes
last_name: Schade
- first_name: Michael
full_name: Weiss, Michael
last_name: Weiss
citation:
ama: Baumeister J, Reinecke K, Schubert M, Schade J, Weiss M. Effects of induced
fatigue on brain activity during sensorimotor control. European Journal of
Applied Physiology. 2011;112(7):2475-2482. doi:10.1007/s00421-011-2215-6
apa: Baumeister, J., Reinecke, K., Schubert, M., Schade, J., & Weiss, M. (2011).
Effects of induced fatigue on brain activity during sensorimotor control. European
Journal of Applied Physiology, 112(7), 2475–2482. https://doi.org/10.1007/s00421-011-2215-6
bibtex: '@article{Baumeister_Reinecke_Schubert_Schade_Weiss_2011, title={Effects
of induced fatigue on brain activity during sensorimotor control}, volume={112},
DOI={10.1007/s00421-011-2215-6},
number={7}, journal={European Journal of Applied Physiology}, publisher={Springer
Science and Business Media LLC}, author={Baumeister, Jochen and Reinecke, Kirsten
and Schubert, Michael and Schade, Johannes and Weiss, Michael}, year={2011}, pages={2475–2482}
}'
chicago: 'Baumeister, Jochen, Kirsten Reinecke, Michael Schubert, Johannes Schade,
and Michael Weiss. “Effects of Induced Fatigue on Brain Activity during Sensorimotor
Control.” European Journal of Applied Physiology 112, no. 7 (2011): 2475–82.
https://doi.org/10.1007/s00421-011-2215-6.'
ieee: 'J. Baumeister, K. Reinecke, M. Schubert, J. Schade, and M. Weiss, “Effects
of induced fatigue on brain activity during sensorimotor control,” European
Journal of Applied Physiology, vol. 112, no. 7, pp. 2475–2482, 2011, doi:
10.1007/s00421-011-2215-6.'
mla: Baumeister, Jochen, et al. “Effects of Induced Fatigue on Brain Activity during
Sensorimotor Control.” European Journal of Applied Physiology, vol. 112,
no. 7, Springer Science and Business Media LLC, 2011, pp. 2475–82, doi:10.1007/s00421-011-2215-6.
short: J. Baumeister, K. Reinecke, M. Schubert, J. Schade, M. Weiss, European Journal
of Applied Physiology 112 (2011) 2475–2482.
date_created: 2025-07-22T12:42:55Z
date_updated: 2025-08-27T08:19:52Z
doi: 10.1007/s00421-011-2215-6
intvolume: ' 112'
issue: '7'
language:
- iso: eng
page: 2475-2482
publication: European Journal of Applied Physiology
publication_identifier:
issn:
- 1439-6319
- 1439-6327
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Effects of induced fatigue on brain activity during sensorimotor control
type: journal_article
user_id: '140'
volume: 112
year: '2011'
...
---
_id: '60715'
author:
- first_name: Jochen
full_name: Baumeister, Jochen
last_name: Baumeister
- first_name: Kirsten
full_name: Reinecke, Kirsten
id: '140'
last_name: Reinecke
- first_name: Heinz
full_name: Liesen, Heinz
last_name: Liesen
- first_name: Michael
full_name: Weiss, Michael
last_name: Weiss
citation:
ama: Baumeister J, Reinecke K, Liesen H, Weiss M. Cortical activity of skilled performance
in a complex sports related motor task. European Journal of Applied Physiology.
2008;104(4):625-631. doi:10.1007/s00421-008-0811-x
apa: Baumeister, J., Reinecke, K., Liesen, H., & Weiss, M. (2008). Cortical
activity of skilled performance in a complex sports related motor task. European
Journal of Applied Physiology, 104(4), 625–631. https://doi.org/10.1007/s00421-008-0811-x
bibtex: '@article{Baumeister_Reinecke_Liesen_Weiss_2008, title={Cortical activity
of skilled performance in a complex sports related motor task}, volume={104},
DOI={10.1007/s00421-008-0811-x},
number={4}, journal={European Journal of Applied Physiology}, publisher={Springer
Science and Business Media LLC}, author={Baumeister, Jochen and Reinecke, Kirsten
and Liesen, Heinz and Weiss, Michael}, year={2008}, pages={625–631} }'
chicago: 'Baumeister, Jochen, Kirsten Reinecke, Heinz Liesen, and Michael Weiss.
“Cortical Activity of Skilled Performance in a Complex Sports Related Motor Task.”
European Journal of Applied Physiology 104, no. 4 (2008): 625–31. https://doi.org/10.1007/s00421-008-0811-x.'
ieee: 'J. Baumeister, K. Reinecke, H. Liesen, and M. Weiss, “Cortical activity of
skilled performance in a complex sports related motor task,” European Journal
of Applied Physiology, vol. 104, no. 4, pp. 625–631, 2008, doi: 10.1007/s00421-008-0811-x.'
mla: Baumeister, Jochen, et al. “Cortical Activity of Skilled Performance in a Complex
Sports Related Motor Task.” European Journal of Applied Physiology, vol.
104, no. 4, Springer Science and Business Media LLC, 2008, pp. 625–31, doi:10.1007/s00421-008-0811-x.
short: J. Baumeister, K. Reinecke, H. Liesen, M. Weiss, European Journal of Applied
Physiology 104 (2008) 625–631.
date_created: 2025-07-22T12:46:29Z
date_updated: 2025-08-27T08:26:50Z
department:
- _id: '17'
- _id: '176'
doi: 10.1007/s00421-008-0811-x
intvolume: ' 104'
issue: '4'
language:
- iso: eng
page: 625-631
publication: European Journal of Applied Physiology
publication_identifier:
issn:
- 1439-6319
- 1439-6327
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Cortical activity of skilled performance in a complex sports related motor
task
type: journal_article
user_id: '140'
volume: 104
year: '2008'
...