Basile Moreillon
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View article: Estimation of Plasma Volume by Machine Learning to Improve the Interpretation of the Athlete Biological Passport
Estimation of Plasma Volume by Machine Learning to Improve the Interpretation of the Athlete Biological Passport Open
The identification of confounding factors related to plasma volume (PV) fluctuations is crucial for appropriate qualitative interpretations of Athlete Biological Passport (ABP) profiles. As part of ongoing efforts to remove PV variance fro…
View article: Validity of a machine learning estimation of blood volumes during altitude training
Validity of a machine learning estimation of blood volumes during altitude training Open
Introduction Altitude training is widely used in endurance sports to improve near sea-level performance through physiological adaptations. Overall gains of 1% total hemoglobin mass (Hbmass) for each 100 hours spent at altitude may be expec…
View article: The effects of altitude training on hormonal response in professional cyclists
The effects of altitude training on hormonal response in professional cyclists Open
Introduction The Alps offer numerous possibilities for athletes to prepare competitions at altitude training with the aims of further gains for near sea-level performances through physiological adaptations. Hematological adaptations (e.g.,…
View article: Prediction of plasma volume and total hemoglobin mass with machine learning
Prediction of plasma volume and total hemoglobin mass with machine learning Open
Hemoglobin concentration ([Hb]) is used for the clinical diagnosis of anemia, and in sports as a marker of blood doping. [Hb] is however subject to significant variations mainly due to shifts in plasma volume (PV). This study proposes a ne…
View article: Prediction of plasma volume and total hemoglobin mass with machine learning
Prediction of plasma volume and total hemoglobin mass with machine learning Open
Anemia is a widespread disease commonly diagnosed through hemoglobin concentration ([Hb]) thresholds set by the World Health Organization (WHO). However, [Hb] is subject to significant variations mainly due to shifts in plasma volume (PV) …
View article: Variability of the urinary and blood steroid profiles in healthy women
Variability of the urinary and blood steroid profiles in healthy women Open
The steroidal module of the Athlete Biological Passport (ABP) targets the use of exogenous androgenous anabolic steroids (EAAS) in elite sport by monitoring urinary steroid profiles. Urine and blood samples were collected weekly during two…
View article: Removal of the influence of plasma volume fluctuations for the athlete biological passport and stability of haematological variables in active women taking oral contraception
Removal of the influence of plasma volume fluctuations for the athlete biological passport and stability of haematological variables in active women taking oral contraception Open
The haematological module of the athlete biological passport (ABP) monitors longitudinal haematological variations that could be indicative of blood manipulation. This study applied a multi‐parametric model previously validated in elite cy…