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Do regression-based computer algorithms for determining the ventilatory threshold agree?

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Pages 967-976 | Accepted 11 Jan 2008, Published online: 16 Jun 2008

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A. Zignoli, A. Fornasiero, P. Rota, V. Muollo, L.A. Peyré-Tartaruga, D.A. Low, F.Y. Fontana, D. Besson, M. Pühringer, S. Ring-Dimitriou & L. Mourot. (2022) Oxynet: A collective intelligence that detects ventilatory thresholds in cardiopulmonary exercise tests. European Journal of Sport Science 22:3, pages 425-435.
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Martin Pühringer, Susanne Ring-Dimitriou, Thomas Stöggl, Bernhard Iglseder & Bernhard Paulweber. (2020) Comparison of visual, automatic and semiautomatic methods to determine ventilatory indices in 50 to 60 years old adults. Journal of Sports Sciences 38:6, pages 692-702.
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Andrea Zignoli, Alessandro Fornasiero, Federico Stella, Barbara Pellegrini, Federico Schena, Francesco Biral & Paul B. Laursen. (2019) Expert-level classification of ventilatory thresholds from cardiopulmonary exercising test data with recurrent neural networks. European Journal of Sport Science 19:9, pages 1221-1229.
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G.E. Kelly. (2016) Approximations to the p-values of tests for a change-point under non-standard conditions. Journal of Statistical Computation and Simulation 86:7, pages 1430-1449.
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Bas Van Hooren, Bram Mennen, Thomas Gronwald, Bart C. Bongers & Bruce Rogers. Correlation properties of heart rate variability to assess the first ventilatory threshold and fatigue in runners. Journal of Sports Sciences 0:0, pages 1-10.
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Andrea Zignoli, Alessandro Fornasiero, Federica Gilli, Barbara Pellegrini & Federico Schena. (2023) How the Oxynet web applications are used to crowdsource and interpret cardiopulmonary exercising tests data. Biomedical Signal Processing and Control 85, pages 104836.
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Xin Guo, Zhaoxin Lun & Qitong Chu. (2023) Detection of the Anaerobic Threshold from Cardiopulmonary Exercise Test Data with EO-Attention-LSTM. Detection of the Anaerobic Threshold from Cardiopulmonary Exercise Test Data with EO-Attention-LSTM.
Bruce Rogers, Marcelle Schaffarczyk & Thomas Gronwald. (2023) Improved Estimation of Exercise Intensity Thresholds by Combining Dual Non-Invasive Biomarker Concepts: Correlation Properties of Heart Rate Variability and Respiratory Frequency. Sensors 23:4, pages 1973.
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Andrea Zignoli. (2023) Machine Learning Models for the Automatic Detection of Exercise Thresholds in Cardiopulmonary Exercising Tests: From Regression to Generation to Explanation. Sensors 23:2, pages 826.
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Andrea Zignoli & Damiano Fruet. (2022) Automatic generation of realistic cardiopulmonary exercise test data with a conditional generative adversarial neural network. Automatic generation of realistic cardiopulmonary exercise test data with a conditional generative adversarial neural network.
Felipe Sampaio-JorgeAnderson Pontes Morales, Alexandre Miranda RodriguesMarcio MaginiBeatriz Gonçalves Ribeiro. (2022) Comparative Analysis of Cardiorespiratory Parameters of Basketball and Soccer Players Using Principal Component Analysis. Journal of Biomimetics, Biomaterials and Biomedical Engineering 56, pages 189-198.
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Kyoung Jae Kim, Eric Rivas, Brian Prejean, Dillon Frisco, Millennia Young & Meghan Downs. (2021) Novel Computerized Method for Automated Determination of Ventilatory Threshold and Respiratory Compensation Point. Frontiers in Physiology 12.
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Bruce Rogers, David Giles, Nick Draper, Olaf Hoos & Thomas Gronwald. (2021) A New Detection Method Defining the Aerobic Threshold for Endurance Exercise and Training Prescription Based on Fractal Correlation Properties of Heart Rate Variability. Frontiers in Physiology 11.
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Martin Pühringer, Susanne Ring-Dimitriou, Thomas Stöggl, Bernhard Iglseder & Bernhard Paulweber. (2020) Differences in the point of optimal ventilatory efficiency and the anaerobic threshold in untrained adults aged 50 to 60 years. Respiratory Physiology & Neurobiology 282, pages 103516.
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Thomas Gronwald, Bruce Rogers & Olaf Hoos. (2020) Fractal Correlation Properties of Heart Rate Variability: A New Biomarker for Intensity Distribution in Endurance Exercise and Training Prescription?. Frontiers in Physiology 11.
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Ferenc Köteles, Bence Teufel, János Körmendi, Eszter Ferentzi & Renáta Szemerszky. (2020) Cardioceptive accuracy is associated with arousal but not with valence and perceived exertion under physical load. Psychophysiology 57:9.
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Hirotaka Nishijima, Kazuyuki Kominami, Kazuo Kondo, Masatoshi Akino & Masayuki Sakurai. (2019) New method for the mathematical derivation of the ventilatory anaerobic threshold: a retrospective study. BMC Sports Science, Medicine and Rehabilitation 11:1.
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Leighton Jones & Panteleimon Ekkekakis. (2019) Affect and prefrontal hemodynamics during exercise under immersive audiovisual stimulation: Improving the experience of exercise for overweight adults. Journal of Sport and Health Science 8:4, pages 325-338.
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Leighton Jones, Jasmin C. Hutchinson & Elizabeth M. Mullin. (2018) In the Zone: An Exploration of Personal Characteristics Underlying Affective Responses to Heavy Exercise. Journal of Sport and Exercise Psychology 40:5, pages 249-258.
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Angelique Moore, Cody Haun, Wesley Kephart, Angelia Holland, Christopher Mobley, David Pascoe, Michael Roberts & Jeffrey Martin. (2017) Red Spinach Extract Increases Ventilatory Threshold during Graded Exercise Testing. Sports 5:4, pages 80.
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Angela D. Bryan, John M. Jakicic, Christine M. Hunter, Mary E. Evans, Susan Z. Yanovski & Leonard H. Epstein. (2017) Behavioral and Psychological Phenotyping of Physical Activity and Sedentary Behavior: Implications for Weight Management. Obesity 25:10, pages 1653-1659.
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Baruch Vainshelboim, Shravan Rao, Khin Chan, Ricardo M. Lima, Euan A. Ashley & Jonathan Myers. (2017) A comparison of methods for determining the ventilatory threshold: implications for surgical risk stratificationComparaison des méthodes de détermination des seuils ventilatoires: implications pour la stratification du risque chirurgical. Canadian Journal of Anesthesia/Journal canadien d'anesthésie 64:6, pages 634-642.
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Emily S. Decker & Panteleimon Ekkekakis. (2017) More efficient, perhaps, but at what price? Pleasure and enjoyment responses to high-intensity interval exercise in low-active women with obesity. Psychology of Sport and Exercise 28, pages 1-10.
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BRUNO-PIERRE DUBÉ, MYRIAM MESBAHI, FRANÇOIS BEAUCAGE & VÉRONIQUE PEPIN. (2016) Reliability of the Determination of the Ventilatory Threshold in Patients with COPD. Medicine & Science in Sports & Exercise 48:2, pages 210-218.
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Carla A. Gallagher, Mark E. T. Willems, Mark P. Lewis & Stephen D. Myers. (2014) Effect of acute normobaric hypoxia on the ventilatory threshold. European Journal of Applied Physiology 114:8, pages 1555-1562.
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Panteleimon Ekkekakis, Gaynor Parfitt & Steven J. Petruzzello. (2011) The Pleasure and Displeasure People Feel When they Exercise at Different Intensities. Sports Medicine 41:8, pages 641-671.
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R. R. T. Castro, M. Magini, S. Pedrosa, A. R. K. Sales & A. C. L. N?brega. (2010) Principal components analysis to evaluate ventilatory variability: comparison of athletes and sedentary men. Medical & Biological Engineering & Computing 49:3, pages 305-311.
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Jonathan Myers, Rochelle L. Goldsmith, Steven J. Keteyian, Clinton A. Brawner, Deirdre A. Brazil, Heather Aldred, Jonathan K. Ehrman & Daniel Burkhoff. (2010) The Ventilatory Anaerobic Threshold in Heart Failure: A Multicenter Evaluation of Reliability. Journal of Cardiac Failure 16:1, pages 76-83.
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Andrea Zignoli, Alessandro Fornasiero, Federica Gilli, Barbara Pellegrini & Federico Schena. (2022) How the <i>Oxynet Web</i> Applications are Used to Crowdsource and Interpret Cardiopulmonary Exercising Tests Data. SSRN Electronic Journal.
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