MACHINE LEARNING FOR ASSOCIATION OF WEARABLE-SENSOR DERIVED GAIT MEASURES WITH WORSENING KNEE PAIN OVER 2-YEARS: THE MULTICENTER OSTEOARTHRITIS STUDY

被引:0
|
作者
Bacon, K. L. [1 ]
Felson, D. T. [1 ]
Jafarzadeh, S. R. [1 ]
Kolachalama, V. B. [1 ]
Hausdorff, J. M. [2 ]
Gazit, E. [3 ]
Segal, N. A. [4 ]
Lewis, C. E. [5 ]
Nevitt, M. C. [6 ]
Kumar, D. [1 ]
机构
[1] Boston Univ, Sch Med, Boston, MA USA
[2] Tel Aviv Univ, Tel Aviv, Israel
[3] Tel Aviv Sourasky Med Ctr, Tel Aviv, Israel
[4] Univ Kansas, Med Ctr, Kansas City, KS USA
[5] Univ Alabama Birmingham, Birmingham, AL USA
[6] Univ Calif San Francisco, San Francisco, CA 94143 USA
关键词
D O I
暂无
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
V-35
引用
收藏
页码:S37 / S37
页数:1
相关论文
共 21 条
  • [1] ASSOCIATION OF WEARABLE-SENSOR DERIVED GAIT MEASURES WITH CARTILAGE WORSENING OVER 2 YEARS IN THE MULTICENTER OSTEOARTHRITIS STUDY
    Bacon, Kathryn L.
    Felson, David
    Jafarzadeh, S. Reza
    Hausdorff, Jeffrey M.
    Gazit, Eran
    Segal, Neil A.
    Guermazi, Ali
    Roemer, Frank W.
    Lewis, Cora E.
    Nevitt, Michael
    Kumar, Deepak
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2024, 32 : S13 - S13
  • [2] Gait Alterations Associated with Worsening Knee Pain over 2 Years: A Machine-learning Approach in the MultiCenter Osteoarthritis Study
    Bacon, Kathryn
    Felson, David
    Jafarzadeh, S. Reza
    Kolachalama, Vijay
    Hausdorff, Jeff
    Gazit, Eran
    Segal, Neil
    Lewis, Cora
    Nevitt, Michael
    Kumar, Deepak
    [J]. ARTHRITIS & RHEUMATOLOGY, 2021, 73 : 3972 - 3975
  • [3] Gait Alterations and Association With Worsening Knee Pain and Physical Function: A Machine Learning Approach With Wearable Sensors in the Multicenter Osteoarthritis Study
    Bacon, Kathryn L.
    Felson, David T.
    Jafarzadeh, S. Reza
    Kolachalama, Vijaya B.
    Hausdorff, Jeffrey M.
    Gazit, Eran
    Stefanik, Joshua J.
    Corrigan, Patrick
    Segal, Neil A.
    Lewis, Cora E.
    Nevitt, Michael C.
    Kumar, Deepak
    [J]. ARTHRITIS CARE & RESEARCH, 2024, 76 (07) : 984 - 992
  • [4] GAIT AND CHANGES IN NOCICEPTIVE FUNCTION OVER 2-YEARS IN PEOPLE WITH KNEE OSTEOARTHRITIS: THE MULTICENTER OSTEOARTHRITIS STUDY
    Kumar, D.
    Wang, N.
    Torabian, K.
    Lee, S.
    Frey-Law, L.
    Carlesso, L. C.
    Hausdorff, J. M.
    Gazit, E.
    Costello, K. E.
    Lewis, C. L.
    Stefanik, J. J.
    Segal, N. A.
    Lewis, C. E.
    Nevitt, M. C.
    Neogi, T.
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2023, 31 : S376 - S376
  • [5] Gait Alterations Associated with Worsening Physical Function over 2 Years: A Machine-learning Approach in the Multicenter Osteoarthritis (MOST) Study
    Bacon, Kathryn
    Felson, David
    Jafarzadeh, S. Reza
    Kolachalama, Vijaya
    Hausdorff, Jeffrey
    Gazit, Eran
    Stefanik, Joshua
    Corrigan, Patrick
    Segal, Neil
    Lewis, Cora E.
    Nevitt, Michael
    Kumar, Deepak
    [J]. ARTHRITIS & RHEUMATOLOGY, 2022, 74 : 3523 - 3525
  • [6] GAIT ALTERATIONS ASSOCIATED WITH WORSENING PHYSICAL FUNCTION OVER 2 YEARS: A MACHINE-LEARNING APPROACH IN THE MULTICENTER OSTEOARTHRITIS (MOST) STUDY
    Bacon, K. L.
    Felson, D. T.
    Jafarzadeh, S. R.
    Kolachalama, V. B.
    Hausdorff, J. M.
    Gazit, E.
    Stefanik, J. J.
    Corrigan, P.
    Segal, N.
    Lewis, C. E.
    Nevitt, M. C.
    Kumar, D.
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2023, 31 : S74 - S75
  • [7] GAIT MODIFICATIONS OCCUR EVEN WITH MILD TO MODERATE UNILATERAL KNEE PAIN: A MACHINE LEARNING APPROACH USING WEARABLE SENSORS IN THE MULTICENTER OSTEOARTHRITIS STUDY
    Bacon, K. L.
    Jafarzadeh, S. R.
    Kolachalama, V. B.
    Hausdorff, J. M.
    Gazit, E.
    Kumar, D.
    Segal, N. A.
    Lewis, C. E.
    Nevitt, M. C.
    Felson, D. T.
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2021, 29 : S171 - S172
  • [8] Using Machine Learning to Predict Medial Knee Cartilage Worsening over 2 Years Using Gait and Physical Activity: The MOST Study
    Costello, Kerry
    Felson, David
    Jafarzadeh, S. Reza
    Segal, Neil
    Lewis, Cora
    Nevitt, Michael
    Lewis, Cara
    Kolachalama, Vijay
    Kumar, Deepak
    [J]. ARTHRITIS & RHEUMATOLOGY, 2021, 73 : 416 - 419
  • [9] VARIABILITY OF WALKING PATTERNS AND WORSENING KNEE CARTILAGE DAMAGE OVER TWO YEARS: THE MULTICENTER OSTEOARTHRITIS STUDY
    Voinier, D.
    Neogi, T.
    Stefanik, J. J.
    Guermazi, A.
    Roemer, F. W.
    Nevitt, M. C.
    Lewis, C. E.
    Torner, J.
    White, D. K.
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2020, 28 : S433 - S434
  • [10] ASSOCIATION BETWEEN FREQUENT KNEE PAIN AND PAIN SEVERITY WITH QUADRICEPS STRENGTH OVER 5-YEARS: MULTICENTER OSTEOARTHRITIS STUDY
    Sherman, David A.
    McGinley, Brooke
    Neogi, Tuhina
    Felson, David
    LaValley, Michael
    Torner, James C.
    Lewis, Cora E.
    Nevitt, Michael
    Stefanik, Joshua
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2024, 32 : S210 - S211