Research map: Machine Learning-Based Prediction of Six-Minute Walk Distance in Children with Obesity

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  1. XGBoost · Tianqi Chen · 2016 · 53618 citations · Cited by this paper
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  17. Reference values for the 6-minute walk test in healthy children and adolescents in Switzerland · Silvia Ulrich · 2013 · 192 citations · Cited by this paper
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  19. Six-minute walk distance in healthy young adults · Stephen J. Halliday · 2020 · 87 citations · Cited by this paper
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  23. What is the role of adherence to 24‐hour movement guidelines in relation to physical fitness components among adolescents? · Miguel Ángel Tapia‐Serrano · 2023 · 33 citations · Cited by this paper
  24. Correlates of physical activity enjoyment in children and adolescents for a new perspective on the treatment of overweight: A systematic literature review · Constanze Greule · 2023 · 29 citations · Cited by this paper
  25. Six‐minute walk distance equation in children and adolescents with obesity · Emna Makni · 2020 · 20 citations · Cited by this paper
  26. Learning and Encouragement Effects on Six-Minute Walking Test in Children · Natàlia Morales Mestre · 2018 · 19 citations · Cited by this paper
  27. A Short Review on the Machine Learning-Guided Oxygen Uptake Prediction for Sport Science Applications · Haneen Alzamer · 2021 · 14 citations · Cited by this paper
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  29. Predicting recovery and disability after surgery in patients with severe obesity: The role of the six-minute walk test · Natalie A Smith · 2022 · 9 citations · Cited by this paper
  30. Allometric Association between Six-Minute Walk Distance and Both Body Size and Shape in Young Obese Girls · Emna Makni · 2023 · 9 citations · Cited by this paper
  31. Normative reference values and regression equations to predict the 6-minute walk distance in the Asian adult population aged 21–80 years · Meredith Tsz Ling Yeung · 2022 · 8 citations · Cited by this paper
  32. Prevalence of overweight and obesity and possible effect of intervention program: Tunisian children as model · Achraf Ammar · 2015 · 8 citations · Cited by this paper
  33. Reference Value for the Distance Walked in the Six-Minute Walk Test in Obese Brazilian Men in the Preoperative Period of Bariatric Surgery · Cesar Antonio Luchesa · 2021 · 6 citations · Cited by this paper
  34. Should the Six-Minute Walk Test Be Added to the Vital Signs? Why Is Walking so Beneficial? Obesity Paradox? · Philip D. Houck · 2023 · 6 citations · Cited by this paper
  35. Unveiling individuality in the early phase of motor learning: a machine learning approach for analysing weightlifting technique in novices · Achraf Ammar · 2024 · 5 citations · Cited by this paper
  36. Machine Learning Regressors to Estimate Continuous Oxygen Uptakes (V˙O2) · D. Y. Hong · 2024 · 4 citations · Cited by this paper
  37. Breaking barriers: novel reference equations for the six-minute walk distance and work in obese Chinese adults · He Zou · 2025 · 1 citation · Cited by this paper
  38. Anthropometric determinants of change of direction speed in youth soccer players: A cross-sectional study using decision tree regression and machine learning approach · Akram Fray · 2025 · 1 citation · Cited by this paper

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