Research map: Smartphone-Based Physical Performance and Multidimensional Determinants of Self-Reported Knee Pain in Community-Dwelling Older Adults: Cross-Sectional Machine Learning and Network Analysis Study

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  1. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5L) · Michael Herdman · 2011 · 10327 citations · Cited by this paper
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  15. Global, regional prevalence, incidence and risk factors of knee osteoarthritis in population-based studies · Aiyong Cui · 2020 · 1644 citations · Cited by this paper
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  17. Network analysis of multivariate data in psychological science · Denny Borsboom · 2021 · 1377 citations · Cited by this paper
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  19. Minimum sample size for developing a multivariable prediction model: PART II ‐ binary and time‐to‐event outcomes · Richard D Riley · 2018 · 1346 citations · Cited by this paper
  20. Walking Speed: The Functional Vital Sign · Addie Middleton · 2014 · 1216 citations · Cited by this paper
  21. Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View · Wei Luo · 2016 · 1044 citations · Cited by this paper
  22. Events per variable (EPV) and the relative performance of different strategies for estimating the out-of-sample validity of logistic regression models · Peter C. Austin · 2014 · 511 citations · Cited by this paper
  23. Reliability and Validity of the International Physical Activity Questionnaire (IPAQ) in Elderly Adults: The Fujiwara-kyo Study · Kimiko Tomioka · 2011 · 408 citations · Cited by this paper
  24. Recovering Quality of Life (ReQoL): a new generic self-reported outcome measure for use with people experiencing mental health difficulties · Anju Devianee Keetharuth · 2018 · 284 citations · Cited by this paper
  25. Development of the 12-Item Expectations Regarding Aging Survey · Catherine A. Sarkisian · 2005 · 197 citations · Cited by this paper
  26. Performance on sit-to-stand tests in relation to measures of functional fitness and sarcopenia diagnosis in community-dwelling older adults · Xianyang Sherman Yee · 2021 · 192 citations · Cited by this paper
  27. Knee Pain and Mobility Impairments: Meniscal and Articular Cartilage Lesions · David S. Logerstedt · 2010 · 173 citations · Cited by this paper
  28. Prevalence and correlates of sleep disorder symptoms in psychiatric disorders · Aditi S Hombali · 2018 · 157 citations · Cited by this paper
  29. Physical Performance and Physical Activity in Older Adults: Associated but Separate Domains of Physical Function in Old Age · Rob C. van Lummel · 2015 · 150 citations · Cited by this paper
  30. Socioeconomic status and occurrence of chronic pain: a meta-analysis · Jesús Prego-Domínguez · 2020 · 131 citations · Cited by this paper
  31. Analysis of knee flexion characteristics and how they alter with the onset of knee osteoarthritis: a case control study · Ian Donald McCarthy · 2013 · 87 citations · Cited by this paper
  32. Data-driven identification of predictive risk biomarkers for subgroups of osteoarthritis using interpretable machine learning · Rikke Linnemann Nielsen · 2024 · 86 citations · Cited by this paper
  33. Importance of sample size on the quality and utility of AI-based prediction models for healthcare · Richard D Riley · 2025 · 81 citations · Cited by this paper
  34. Consensus Guidelines on Interventional Therapies for Knee Pain (STEP Guidelines) from the American Society of Pain and Neuroscience · Corey Hunter · 2022 · 78 citations · Cited by this paper
  35. The bidirectional relationship between sleep problems and chronic musculoskeletal pain: a systematic review with meta-analysis · Nils Runge · 2024 · 78 citations · Cited by this paper
  36. Diabetes mellitus risk prediction in the presence of class imbalance using flexible machine learning methods · Somayeh Sadeghi · 2022 · 66 citations · Cited by this paper
  37. Identification of the most important features of knee osteoarthritis structural progressors using machine learning methods · Afshin Jamshidi · 2020 · 58 citations · Cited by this paper
  38. Relationship between frequent knee pain, obesity, and gait speed in older adults: data from the Osteoarthritis Initiative · Saad M. Bindawas · 2016 · 49 citations · Cited by this paper
  39. A Network Analysis of Clinical Variables in Chronic Pain: A Study from the Swedish Quality Registry for Pain Rehabilitation (SQRP) · Sophia Åkerblom · 2021 · 45 citations · Cited by this paper

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