The adherence ellipse in professional cycling races
Posts by Collection
portfolio
The Oxynet project
Application of deep learning technologies to the process of cardiopulmonary exercise tests 
Trajectory comparison
Application of optimal control techniques to the study of cycling trajectories 
Vehicle dynamics and forhensic engineering
Can we use optimal control and vehicle dynamics principles to position barriers for cycling races? 
Mathematical modelling in cycling ITT
Can we predict/estimate the contribution of height/weight on time trial performance? 
Vehicle dynamics and cycling trajectories
We are fascinated by racing lines and trajectories 
publications
Application of Non-Linear Model Predictive Control to the Driving Task
Published in In the proceedings of FAST-Zero'11 Proceedings, 2011
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Recommended citation: Andrea Zignoli, Francesco Biral, AA Popov, "Application of Non-Linear Model Predictive Control to the Driving Task." In the proceedings of FAST-Zero'11 Proceedings, 2011.
Alterations in the ventilatory responses after the world's most challenging mountain ultra-marathon
Published in SPORT SCIENCES FOR HEALTH, 2013
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Recommended citation: G Vernillo, Aldo Savoldelli, Andrea Zignoli, P Trabucchi, Barbara Pellegrini, Gp Millet, Federico Schena, "Alterations in the ventilatory responses after the world's most challenging mountain ultra-marathon." SPORT SCIENCES FOR HEALTH, 2013.
Experimentally validated cyclist kinematic model: Towards a multi-level biomechanical model for optimal performance analysis
Published in In the proceedings of 5th International Congress Mountain Sport and Health, 2013
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Recommended citation: Andrea Zignoli, Francesco Biral, Barbara Pellegrini, Federico Schena, "Experimentally validated cyclist kinematic model: Towards a multi-level biomechanical model for optimal performance analysis." In the proceedings of 5th International Congress Mountain Sport and Health, 2013.
Application to cycling of a bioenergetic model: Towards a multi-level biomechanical model for global cyclist performance analysis
Published in Journal of Science and Cycling, 2014
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Recommended citation: Andrea Zignoli, Aldo Savoldelli, F Biral, Barbara Pellegrini, Federico Schena, "Application to cycling of a bioenergetic model: Towards a multi-level biomechanical model for global cyclist performance analysis." Journal of Science and Cycling, 2014.
Influence of the world's most challenging mountain ultra-marathon on energy cost and running mechanics
Published in European Journal of Applied Physiology, 2014
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Recommended citation: Gianluca Vernillo, Aldo Savoldelli, Andrea Zignoli, Pietro Trabucchi, Barbara Pellegrini, Gr{\'e}goire Millet, Federico Schena, "Influence of the world's most challenging mountain ultra-marathon on energy cost and running mechanics." European Journal of Applied Physiology, 2014.
Energy cost and kinematics of level, uphill and downhill running: fatigue-induced changes after a mountain ultramarathon
Published in Journal of sports sciences, 2015
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Recommended citation: Gianluca Vernillo, Aldo Savoldelli, Andrea Zignoli, Spyros Skafidas, Alessandro Fornasiero, Antonio La, Lorenzo Bortolan, Barbara Pellegrini, Federico Schena, "Energy cost and kinematics of level, uphill and downhill running: fatigue-induced changes after a mountain ultramarathon." Journal of sports sciences, 2015.
The most effective pedaling technique is not the most efficient: a theoretical demonstration
Published in SPORT SCIENCES FOR HEALTH, 2015
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Recommended citation: Andrea Zignoli, Azim Jinha, Francesco Biral, Barbara Pellegrini, Walter Herzog, Federico Schena, "The most effective pedaling technique is not the most efficient: a theoretical demonstration." SPORT SCIENCES FOR HEALTH, 2015.
What virtual modeling can tell us about bioenergetics and biomechanics of cycling
Published in In the proceedings of Proceedings of" 6th International Congress Mountain, Sport & Health. Updating study and research from laboratory to field", 2015
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Recommended citation: Andrea Zignoli, Barbara Pellegrini, Francesco Biral, "What virtual modeling can tell us about bioenergetics and biomechanics of cycling." In the proceedings of Proceedings of" 6th International Congress Mountain, Sport & Health. Updating study and research from laboratory to field", 2015.
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
An extreme mountain ultra-marathon decreases the cost of uphill walking and running
Published in Frontiers in physiology, 2016
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Recommended citation: Gianluca Vernillo, Aldo Savoldelli, Spyros Skafidas, Andrea Zignoli, Antonio La, Barbara Pellegrini, Guido Giardini, Pietro Trabucchi, Gr{\'e}goire Millet, Federico Schena, "An extreme mountain ultra-marathon decreases the cost of uphill walking and running." Frontiers in physiology, 2016.
An optimal control approach to the high intensity interval training design
Published in Journal of Science and Cycling, 2016
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Recommended citation: A Zignoli, A Fornasiero, A Savoldelli, M Morelli, E Bertolazzi, F Biral, B Pellegrini, "An optimal control approach to the high intensity interval training design." Journal of Science and Cycling, 2016.
An optimal control solution to the predictive dynamics of cycling
Published in Sport Sciences for Health, 2017
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Recommended citation: Andrea Zignoli, Francesco Biral, Barbara Pellegrini, Azim Jinha, Walter Herzog, Federico Schena, "An optimal control solution to the predictive dynamics of cycling." Sport Sciences for Health, 2017.
Estimating oxygen uptake in cycling using neural network analysis of easy-to-obtain inputs
Published in SPORT SCIENCES FOR HEALTH, 2017
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Recommended citation: Andrea Zignoli, Matteo Ragni, Fornasiero Alessandro, Paul Laursen, Schena Federico, Francesco Biral, "Estimating oxygen uptake in cycling using neural network analysis of easy-to-obtain inputs." SPORT SCIENCES FOR HEALTH, 2017.
Variable compliance control for transfer support robot
Published in In the proceedings of 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE), 2017
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Recommended citation: Kouta Yokoyama, Tomoyuki Shimono, Takahiro Mizoguchi, Andrea Zignoli, Kohei Ohnishi, "Variable compliance control for transfer support robot." In the proceedings of 2017 IEEE 26th International Symposium on Industrial Electronics (ISIE), 2017.
Analysis of assistive strategies for electric bikes that include rider’s physiological characteristics
Published in In the proceedings of Proceedings of the ASME Design Engineering Technical Conference, 2018
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Recommended citation: Andrea Zignoli, Lorenzo Beatrici, Francesco Biral, "Analysis of assistive strategies for electric bikes that include rider’s physiological characteristics." In the proceedings of Proceedings of the ASME Design Engineering Technical Conference, 2018.
Delayed parasympathetic reactivation and sympathetic withdrawal following maximal cardiopulmonary exercise testing (CPET) in hypoxia
Published in European journal of applied physiology, 2018
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Recommended citation: Alessandro Fornasiero, Aldo Savoldelli, Spyros Skafidas, Federico Stella, Lorenzo Bortolan, Gennaro Boccia, Andrea Zignoli, Federico Schena, Laurent Mourot, Barbara Pellegrini, "Delayed parasympathetic reactivation and sympathetic withdrawal following maximal cardiopulmonary exercise testing (CPET) in hypoxia." European journal of applied physiology, 2018.
Physiological factors associated with ski-mountaineering vertical race performance
Published in Sport Sciences for Health, 2018
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Recommended citation: Alessandro Fornasiero, Aldo Savoldelli, Gennaro Boccia, Andrea Zignoli, Lorenzo Bortolan, Federico Schena, Barbara Pellegrini, "Physiological factors associated with ski-mountaineering vertical race performance." Sport Sciences for Health, 2018.
Rationale for researching in dob/oc-based rehabilitation robots: Simulation results
Published in In the proceedings of IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society, 2018
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Recommended citation: Andrea Zignoli, Tomoyuki Shimono, Francesco Biral, "Rationale for researching in dob/oc-based rehabilitation robots: Simulation results." In the proceedings of IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society, 2018.
Cardiac autonomic and physiological responses to moderate-intensity exercise in hypoxia
Published in International Journal of Sports Medicine, 2019
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Recommended citation: Alessandro Fornasiero, Spyros Skafidas, Federico Stella, Andrea Zignoli, Aldo Savoldelli, Mark Rakobowchuk, Barbara Pellegrini, Federico Schena, Laurent Mourot, "Cardiac autonomic and physiological responses to moderate-intensity exercise in hypoxia." International Journal of Sports Medicine, 2019.
Expert-level classification of ventilatory thresholds from cardiopulmonary exercising test data with recurrent neural networks
Published in European journal of sport science, 2019
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Recommended citation: Andrea Zignoli, Alessandro Fornasiero, Federico Stella, Barbara Pellegrini, Federico Schena, Francesco Biral, Paul Laursen, "Expert-level classification of ventilatory thresholds from cardiopulmonary exercising test data with recurrent neural networks." European journal of sport science, 2019.
Including a musculoskeletal model in the control loop of an assistive robot for the design of optimal target forces
Published in In the proceedings of IECON 2019-45th Annual Conference of the IEEE Industrial Electronics Society, 2019
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Recommended citation: Andrea Zignoli, Francesco Biral, Kouta Yokoyama, Tomoyuki Shimono, "Including a musculoskeletal model in the control loop of an assistive robot for the design of optimal target forces." In the proceedings of IECON 2019-45th Annual Conference of the IEEE Industrial Electronics Society, 2019.
State-of-the art concepts and future directions in modelling oxygen consumption and lactate concentration in cycling exercise
Published in Sport Sciences for Health, 2019
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Recommended citation: Andrea Zignoli, Alessandro Fornasiero, Enrico Bertolazzi, Barbara Pellegrini, Federico Schena, Francesco Biral, Paul Laursen, "State-of-the art concepts and future directions in modelling oxygen consumption and lactate concentration in cycling exercise." Sport Sciences for Health, 2019.
Estimating an individual’s oxygen uptake during cycling exercise with a recurrent neural network trained from easy-to-obtain inputs: A pilot study
Published in PLoS One, 2020
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Recommended citation: Andrea Zignoli, Alessandro Fornasiero, Matteo Ragni, Barbara Pellegrini, Federico Schena, Francesco Biral, Paul Laursen, "Estimating an individual’s oxygen uptake during cycling exercise with a recurrent neural network trained from easy-to-obtain inputs: A pilot study." PLoS One, 2020.
Post-exercise hypotension and reduced cardiac baroreflex after half-marathon run: in men, but not in women
Published in International journal of environmental research and public health, 2020
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Recommended citation: Laurent Mourot, Alessandro Fornasiero, Mark Rakobowchuk, Laurie Isacco, Alfredo Brighenti, Federico Stella, Andrea Zignoli, Barbara Pellegrini, Cantor Tarperi, Federico Schena, "Post-exercise hypotension and reduced cardiac baroreflex after half-marathon run: in men, but not in women." International journal of environmental research and public health, 2020.
Prediction of pacing and cornering strategies during cycling individual time trials with optimal control
Published in Sports Engineering, 2020
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Recommended citation: Andrea Zignoli, Francesco Biral, "Prediction of pacing and cornering strategies during cycling individual time trials with optimal control." Sports Engineering, 2020.
Shortening work-rest durations reduces physiological and perceptual load during uphill walking in simulated cold high-altitude conditions
Published in High Altitude Medicine & Biology, 2020
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Recommended citation: Alessandro Fornasiero, Aldo Savoldelli, Federico Stella, Alexa Callovini, Lorenzo Bortolan, Andrea Zignoli, David Low, Laurent Mourot, Federico Schena, Barbara Pellegrini, "Shortening work-rest durations reduces physiological and perceptual load during uphill walking in simulated cold high-altitude conditions." High Altitude Medicine & Biology, 2020.
Similar cardiovascular and autonomic responses in trained type 1 diabetes mellitus and healthy participants in response to half marathon
Published in Diabetes Research and Clinical Practice, 2020
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Recommended citation: Laurent Mourot, Alessandro Fornasiero, Mark Rakobowchuk, Spyros Skafidas, Alfredo Brighenti, Federico Stella, Andrea Zignoli, Aldo Savoldelli, Barbara Pellegrini, Elisa Danese, "Similar cardiovascular and autonomic responses in trained type 1 diabetes mellitus and healthy participants in response to half marathon." Diabetes Research and Clinical Practice, 2020.
An intelligent curve warning system for road cycling races
Published in Sports Engineering, 2021
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Recommended citation: Andrea Zignoli, "An intelligent curve warning system for road cycling races." Sports Engineering, 2021.
Assessment of bike handling during cycling individual time trials with a novel analytical technique adapted from motorcycle racing
Published in European journal of sport science, 2021
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Recommended citation: Andrea Zignoli, Francesco Biral, Alessandro Fornasiero, Dajo Sanders, Teun Erp, Manuel Mateo-March, Federico Fontana, Paolo Artuso, Paolo Menaspà, Marc Quod, "Assessment of bike handling during cycling individual time trials with a novel analytical technique adapted from motorcycle racing." European journal of sport science, 2021.
Full characterisation of knee extensors’ function in ageing: effect of sex and obesity
Published in International Journal of Obesity, 2021
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Recommended citation: Valentina Muollo, Andrea Rossi, Andrea Zignoli, Massimo Teso, Chiara Milanese, Valentina Cavedon, Mauro Zamboni, Federico Schena, Carlo Capelli, Silvia Pogliaghi, "Full characterisation of knee extensors’ function in ageing: effect of sex and obesity." International Journal of Obesity, 2021.
Influence of corners and road conditions on cycling individual time trial performance and ‘optimal’pacing strategy: a simulation study
Published in Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, 2021
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Recommended citation: Andrea Zignoli, "Influence of corners and road conditions on cycling individual time trial performance and ‘optimal’pacing strategy: a simulation study." Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, 2021.
Knee flexor and extensor torque ratio in elderly men and women with and without obesity: a cross-sectional study
Published in Aging Clinical and Experimental Research, 2021
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Recommended citation: Valentina Muollo, Andrea Zignoli, Laura Ghiotto, Chiara Milanese, Mauro Zamboni, Federico Schena, Andrea Rossi, "Knee flexor and extensor torque ratio in elderly men and women with and without obesity: a cross-sectional study." Aging Clinical and Experimental Research, 2021.
Muscle and tendon stiffness and belly gearing positively correlate with rate of torque development during explosive fixed end contractions
Published in Journal of Biomechanics, 2021
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Recommended citation: Andrea Monte, Andrea Zignoli, "Muscle and tendon stiffness and belly gearing positively correlate with rate of torque development during explosive fixed end contractions." Journal of Biomechanics, 2021.
Oxynet: A collective intelligence that detects ventilatory thresholds in cardiopulmonary exercise tests
Published in European Journal of Sport Science, 2021
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Recommended citation: Andrea Zignoli, Alessandro Fornasiero, Paolo Rota, Valentina Muollo, LA Peyr{\'e}-Tartaruga, DA Low, FY Fontana, D Besson, Martin Pühringer, Susanne Ring-Dimitriou, "Oxynet: A collective intelligence that detects ventilatory thresholds in cardiopulmonary exercise tests." European Journal of Sport Science, 2021.
Post-exercise cardiac autonomic and cardiovascular responses to heart rate-matched and work rate-matched hypoxic exercise
Published in European Journal of Applied Physiology, 2021
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Recommended citation: Alessandro Fornasiero, Andrea Zignoli, Mark Rakobowchuk, Federico Stella, Aldo Savoldelli, Spyros Skafidas, Federico Schena, Barbara Pellegrini, Laurent Mourot, "Post-exercise cardiac autonomic and cardiovascular responses to heart rate-matched and work rate-matched hypoxic exercise." European Journal of Applied Physiology, 2021.
Real-Time Cross-Dataset Quality Production Assessment in Industrial Laser Cutting Machines
Published in In the proceedings of International Conference on Pattern Recognition, 2021
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Recommended citation: Nicola Peghini, Andrea Zignoli, Davide Gandolfi, Paolo Rota, Paolo Bosetti, "Real-Time Cross-Dataset Quality Production Assessment in Industrial Laser Cutting Machines." In the proceedings of International Conference on Pattern Recognition, 2021.
Response to Chaen and Trapellieni re:" Shortening Work-Rest Durations Reduces Physiological and Perceptual Load During Uphill Walking in Simulated Cold High-Altitude Conditions," by Fornasiero et al
Published in High altitude medicine & biology, 2021
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Recommended citation: Alessandro Fornasiero, Aldo Savoldelli, Federico Stella, Alexa Callovini, Lorenzo Bortolan, Andrea Zignoli, David Low, Laurent Mourot, Federico Schena, Barbara Pellegrini, "Response to Chaen and Trapellieni re:" Shortening Work-Rest Durations Reduces Physiological and Perceptual Load During Uphill Walking in Simulated Cold High-Altitude Conditions," by Fornasiero et al." High altitude medicine & biology, 2021.
Response to Chaen and Trapellieni re:“Shortening Work-Rest Durations Reduces Physiological and Perceptual Load During Uphill Walking in Simulated Cold High-Altitude Conditions,” by Fornasiero et al.
Published in High Altitude Medicine & Biology, 2021
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Recommended citation: Alessandro Fornasiero, Aldo Savoldelli, Federico Stella, Alexa Callovini, Lorenzo Bortolan, Andrea Zignoli, David Low, Laurent Mourot, Federico Schena, Barbara Pellegrini, "Response to Chaen and Trapellieni re:“Shortening Work-Rest Durations Reduces Physiological and Perceptual Load During Uphill Walking in Simulated Cold High-Altitude Conditions,” by Fornasiero et al.." High Altitude Medicine & Biology, 2021.
Assessment of bike handling during cycling individual time trials with a novel analytical technique adapted from motorcycle racing
Published in European journal of sport science, 2022
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Recommended citation: Andrea Zignoli, Francesco Biral, Alessandro Fornasiero, Dajo Sanders, Teun Erp, Manuel Mateo-March, Federico Fontana, Paolo Artuso, Paolo Menasp{\`a}, Marc Quod, "Assessment of bike handling during cycling individual time trials with a novel analytical technique adapted from motorcycle racing." European journal of sport science, 2022.
Automatic generation of realistic cardiopulmonary exercise test data with a conditional generative adversarial neural network
Published in In the proceedings of 2022 IEEE International Workshop on Sport, Technology and Research (STAR), 2022
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Recommended citation: Andrea Zignoli, Damiano Fruet, "Automatic generation of realistic cardiopulmonary exercise test data with a conditional generative adversarial neural network." In the proceedings of 2022 IEEE International Workshop on Sport, Technology and Research (STAR), 2022.
Biomechanical Analysis and Modeling of Anterior Cruciate Ligament Rupture Conditions: Focus on Female Soccer Players
Published in In the proceedings of Workshop on Sport, Technology and Research, 2022
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Recommended citation: Andrea Zignoli, Linda Tonelli, Damiano Fruet, Francesco Biral, Vigilio Fontanari, "Biomechanical Analysis and Modeling of Anterior Cruciate Ligament Rupture Conditions: Focus on Female Soccer Players." In the proceedings of Workshop on Sport, Technology and Research, 2022.
Biomechanical analysis and modeling of anterior cruciate ligament rupture conditions: focus on female football (soccer) players
Published in In the proceedings of 2022 IEEE International Workshop on Sport, Technology and Research (STAR), 2022
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Recommended citation: Linda Tonelli, Francesco Biral, Andrea Zignoli, Damiano Fruet, Vigilio Fontanari, "Biomechanical analysis and modeling of anterior cruciate ligament rupture conditions: focus on female football (soccer) players." In the proceedings of 2022 IEEE International Workshop on Sport, Technology and Research (STAR), 2022.
Developing a testing protocol to assess the mechanical properties of high-level cycling shoes
Published in In the proceedings of 2022 IEEE International Workshop on Sport, Technology and Research (STAR), 2022
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Recommended citation: Damiano Fruet, Andrea Zignoli, Vigilio Fontanari, Francesco Biral, Sunil Raghavendra, Mauro Pezzato, Eric Saeter, "Developing a testing protocol to assess the mechanical properties of high-level cycling shoes." In the proceedings of 2022 IEEE International Workshop on Sport, Technology and Research (STAR), 2022.
Eager to set a record in a vertical race? Test your VO2max first!
Published in Journal of Sports Sciences, 2022
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Recommended citation: Alessandro Fornasiero, Aldo Savoldelli, Andrea Zignoli, Alexa Callovini, Marco Decet, Lorenzo Bortolan, Federico Schena, Barbara Pellegrini, "Eager to set a record in a vertical race? Test your VO2max first!." Journal of Sports Sciences, 2022.
Estimating running kinematics variability with an IMU sensor placed on the runner's thorax
Published in In the proceedings of 2022 IEEE International Workshop on Sport, Technology and Research (STAR), 2022
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Recommended citation: Andrea Zignoli, Damiano Fruet, Laurent Mourot, "Estimating running kinematics variability with an IMU sensor placed on the runner's thorax." In the proceedings of 2022 IEEE International Workshop on Sport, Technology and Research (STAR), 2022.
Insights in road cycling downhill performance using aerial drone footages and an ‘optimal’reference trajectory
Published in Sports Engineering, 2022
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Recommended citation: Andrea Zignoli, Damiano Fruet, "Insights in road cycling downhill performance using aerial drone footages and an ‘optimal’reference trajectory." Sports Engineering, 2022.
Knee flexor and extensor torque ratio in elderly men and women with and without obesity: A cross-sectional study
Published in Aging Clinical and Experimental Research, 2022
Use Google Scholar for full citation
Recommended citation: Valentina Muollo, Andrea Zignoli, Laura Ghiotto, Chiara Milanese, Mauro Zamboni, Federico Schena, Andrea Rossi, "Knee flexor and extensor torque ratio in elderly men and women with and without obesity: A cross-sectional study." Aging Clinical and Experimental Research, 2022.
Oxynet: A collective intelligence that detects ventilatory thresholds in cardiopulmonary exercise tests
Published in European Journal of Sport Science, 2022
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Recommended citation: Andrea Zignoli, Alessandro Fornasiero, Paolo Rota, Valentina Muollo, LA Peyr{\'e}-Tartaruga, DA Low, FY Fontana, D Besson, Martin P{\"u}hringer, Susanne Ring-Dimitriou, "Oxynet: A collective intelligence that detects ventilatory thresholds in cardiopulmonary exercise tests." European Journal of Sport Science, 2022.
Association between pre-exercise food ingestion timing and reactive hypoglycemia: insights from a large database of continuous glucose monitoring data
Published in European journal of sport science, 2023
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Recommended citation: Andrea Zignoli, Federico Fontana, David Lipman, Kristina Skroce, Felipe Maturana, Howard Zisser, "Association between pre-exercise food ingestion timing and reactive hypoglycemia: insights from a large database of continuous glucose monitoring data." European journal of sport science, 2023.
Eager to set a record in a vertical race? Test your VO2max first!
Published in Journal of Sports Sciences, 2023
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Recommended citation: Alessandro Fornasiero, Aldo Savoldelli, Andrea Zignoli, Alexa Callovini, Marco Decet, Lorenzo Bortolan, Federico Schena, Barbara Pellegrini, "Eager to set a record in a vertical race? Test your VO2max first!." Journal of Sports Sciences, 2023.
Greater Number Of Cardio Sessions, Protein For Breakfast, And Reducing Fatigue Can Minimize Glucose Variability: 2330
Published in Medicine & Science in Sports & Exercise, 2023
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Recommended citation: Jinger Gottschall, Neal Henderson, C Mac, Bryce Hastings, Andrea Zignoli, Kristina Skroce, David Lipman, Howard Zisser, "Greater Number Of Cardio Sessions, Protein For Breakfast, And Reducing Fatigue Can Minimize Glucose Variability: 2330." Medicine & Science in Sports & Exercise, 2023.
How the Oxynet web applications are used to crowdsource and interpret cardiopulmonary exercising tests data
Published in Biomedical Signal Processing and Control, 2023
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Recommended citation: Andrea Zignoli, Alessandro Fornasiero, Federica Gilli, Barbara Pellegrini, Federico Schena, "How the Oxynet web applications are used to crowdsource and interpret cardiopulmonary exercising tests data." Biomedical Signal Processing and Control, 2023.
Indoor running temporal variability for different running speeds, treadmill inclinations, and three different estimation strategies
Published in PloS one, 2023
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Recommended citation: Andrea Zignoli, Antoine Godin, Laurent Mourot, "Indoor running temporal variability for different running speeds, treadmill inclinations, and three different estimation strategies." PloS one, 2023.
Machine Learning Models for the Automatic Detection of Exercise Thresholds in Cardiopulmonary Exercising Tests: From Regression to Generation to Explanation
Published in Sensors, 2023
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Recommended citation: Andrea Zignoli, "Machine Learning Models for the Automatic Detection of Exercise Thresholds in Cardiopulmonary Exercising Tests: From Regression to Generation to Explanation." Sensors, 2023.
The effects of a 6-hour ultra-endurance run on postexercise parasympathetic reactivation responses.
Published in The Journal of Sports Medicine and Physical Fitness, 2023
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Recommended citation: Alessandro Fornasiero, Andrea Zignoli, Barbara Pellegrini, Federico Schena, Gregory Doucende, Laurent Mourot, "The effects of a 6-hour ultra-endurance run on postexercise parasympathetic reactivation responses.." The Journal of Sports Medicine and Physical Fitness, 2023.
Minimum Overnight Interstitial Glucose Concentration in Professional Cyclists During Two Consecutive Annual Training Camps: The Limited Impact of Daily Exercise Energy Expenditure
Published in International Journal of Sport Nutrition and Exercise Metabolism, 2024
Recommended citation: Andrea Zignoli, Borja Martinez-Gonzalez, Kristina Skroce, David Lipman, Howard Zisser, Andrea Giorgi, "Minimum Overnight Interstitial Glucose Concentration in Professional Cyclists During Two Consecutive Annual Training Camps: The Limited Impact of Daily Exercise Energy Expenditure." International Journal of Sport Nutrition and Exercise Metabolism, 2024. https://journals.humankinetics.com/view/journals/ijsnem/aop/article-10.1123-ijsnem.2024-0119/article-10.1123-ijsnem.2024-0119.xml
Personalized nutrition and machine-learning: Exploring the scope of continuous glucose monitoring in healthy individuals in uncontrolled settings
Published in Biomedical Signal Processing and Control, 2024
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Recommended citation: Andrea Zignoli, Kristina Skroce, David Lipman, Howard Zisser, "Personalized nutrition and machine-learning: Exploring the scope of continuous glucose monitoring in healthy individuals in uncontrolled settings." Biomedical Signal Processing and Control, 2024.
Real World Interstitial Glucose Profiles of a Large Cohort of Physically Active Men and Women
Published in Sensors, 2024
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Recommended citation: Kristina Skroce, Andrea Zignoli, Federico Fontana, Felipe Maturana, David Lipman, Andrea Tryfonos, Michael Riddell, Howard Zisser, "Real World Interstitial Glucose Profiles of a Large Cohort of Physically Active Men and Women." Sensors, 2024.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
An optimal control approach to the high intensity interval training design
Published:
At the 2016 edition of the World Congress of Cycling Science, I presented a new methodology that can be adopted to automatically prescribe high intensity interval training sessions with optimal control techniques. The research teeam was compesed by: A. Zignoli, A. Fornasiero, A. Savoldelli, M. Morelli, E. Bertolazzi, F. Biral and B. Pellegrini.
Modeling the acute physiological response to cycling exercise: the blood lactate concentration challenge
Published:
Modeling lactate concentration during cycling exercise has always been challenging. In this talk at the workshop on Modeling in Endurance Sports, I presented modeling approaches on behalf of the research group: A. Zignoli, A. Fornasiero, M. Morelli, F. Biral, E. Bertolazzi, B. Pellegrini, and F. Schena.
DeMotu project: design and production of a 3D printed human knee for research in biomechanics
Published:
In this talk delivered at the Mountain Sport and Health international conference, I presented the results of the DeMotu project in behalf of the research group: A. Zignoli, C. Malacarne, P. Bosetti, L. Bortolan, D. Tombolato and F. Biral. The talk was mainly about 3D printing technologies apoplied to the design of new physical models of the human knee.
How to process power data in sports
Published:
This hands on tutorial was part of the International Summer School in Wearable Sensors in Sport, Energetics and power monitoring in sport. I paste here the description of the tutorial from the school website.
The “Development of Algorithms to obtain Reliable stride-by-stride running kinematic DAta in Real life conditions (DARDAR)” project
Published:
At the ECSS virtual congress in 2021 I presented a work in behalf of a research group working on new algorithms for unning kinematic pattern recognition. The comonents of the researc group were as follows: A. Godin, A. Zignoli, N. Peghini, and L. Mourot.
What AI-Powered Training Is & What It Is Not
Published:
🤖 Thoughts on AI coaching and periodization!
From Lab to Athlete: Optimizing Training with Workout Reserve
Published:
🔬 Exploring the science behind Workout Reserve and its impact on athletic performance!
Human-AI Balance in Coaching: A Look into Athletica’s AI-Assisted HRV Monitoring
Published:
This episode of the Athletes Compass podcast explores heart rate variability (HRV) and its role in optimizing training readiness and recovery. Andrea Zignoli, co-architect of Athletica’s AI-assisted HRV monitoring, discusses how AI enhances HRV analysis while maintaining the importance of human expertise for contextual decision-making. They explore the integration of Garmin technology, AI, and HRV trends to balance training load and recovery.
teaching
Teaching assistant of the integrative lab didactic within the academic course of Movement and Sport Biomechanics
Master degree in Physical Education and Sport. Academic years 2013-14 and 2014-15., University of Verona, 2013
Teaching assistant of the integrative lab didactic within the academic course of Technology of Measurement Systems
Master degree in Physical Education and Sport. Academic years 2015-16 and 2017-18., University of Verona, 2015
Teaching assistant of the integrative lab didactic within the academic course of Technology and Innovation in Sports
Master degree in Physical Education and Sport. Academic years 2019-20, 2020-21, and 2021-2022., University of Verona & University of Trento, 2019
Course of Technology and Innovation in Sports
Master's Degree in Physical Education and Sport, Academic Year 2024-25, University of Trento & University of Verona, 2024
Technology and innovation in sport,
Mechatronics in Sport,
1st semester LM68
from Sep 30th, 2024 to Jan 17th, 2025, Rovereto, Trento, Italy