Diagnosis of Motor function and improvement methods of motor function of community living elderly people using artificial intelligence
Project/Area Number |
18K09048
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Research Category |
Grant-in-Aid for Scientific Research (C)
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Allocation Type | Multi-year Fund |
Section | 一般 |
Review Section |
Basic Section 56020:Orthopedics-related
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Research Institution | Kansai University of Welfare Sciences |
Principal Investigator |
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Co-Investigator(Kenkyū-buntansha) |
今釜 史郎 名古屋大学, 医学系研究科, 教授 (40467288)
平岩 秀樹 名古屋大学, 医学部附属病院, 病院講師 (70566976)
八田 武志 関西福祉科学大学, 健康福祉学部, 教授 (80030469)
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Project Period (FY) |
2018-04-01 – 2023-03-31
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Project Status |
Completed (Fiscal Year 2022)
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Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2020: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2019: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2018: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
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Keywords | 高齢者運動機能 / 高齢者認知機能 / 遠隔教育 / 地域在住高齢者 / 運動指導 / 高齢者運動プログラム / 運動機能向上 / 認知機能向上 / ウエブによる遠隔教育指導 / ロコモティブ症候群 / フレール / 運動教室 / 運動器検診 / 高次脳機能検診 / 運動向上プログラム / 認知機能介入 / インターネット / 遠隔医療 / 運動機能評価 / 認知機能評価 / 人工知能(AI) / 運動介入研究 / カピバラ健康体操 / 人工知能 / 運動機能 / 認知機能 / 運動介入 / インタ^ネット / 運動機能評価法 / 運動機能向上法 / 高齢地域住民 / 介入研究 |
Outline of Final Research Achievements |
We found that education for community living elderly peoples were significantly difficult. Our pilot study for ten peoples using a tablet was failed. Because many elderly peoples could not access to the computer systems. Web lectures and physical education was started at Kashiwara city in 2021. We established the educational system "Locomotive school". Three different rooms were connected by Zoom. We started the monthly lectures and physical exercise. Titles of the 5 lectures were as follows: locomotive syndrome, osteoarthritis of the knee, special exercise for elderly peoples, lumbago, and osteoporosis. We continue more 5 programs in 2023. Participants of the Zoom lecture were 50 to 100. Lectures and exercise using Web site is very easy to join the meeting. However, face-to face will be more effective to improve the motor and cognitive function.
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Academic Significance and Societal Importance of the Research Achievements |
2021年に講演と運動指導ために「フレイル・ロコモ予防教室」を開始した。研究期間中に5回の講演会を終了した。会場は大学、社会福祉協議会、高齢者入所施設をWebで結んだ。講演は第1回ロコモシンドローム、第2回変形性膝関節症、第3回カピバラ体操、第4回変形性脊椎症、第5回骨粗鬆症であった。研究終了後も10回の講演会を計画した。参加人数は50から100名であった。Webを用いた講演や運動指導は、対面指導と違って現実感に欠ける欠点がある。しかしコロナ感染の危険はない。Webさえ繋がれば場所の問題はなく、参加のために会場に来る必要もない。フレイル・ロコモ予防を住民に指導できる体制が出来た。
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Report
(6 results)
Research Products
(58 results)
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[Journal Article] Nutritional Influences on Locomotive Syndrome.2022
Author(s)
Sadayuki Ito, Hiroaki Nakashima, Kei Ando, Masaaki Machino, Taisuke Seki, Shinya Ishizuka, Yasuhiko Takegami, Kenji Wakai, Yukiharu Hasegawa, Shiro Imagama.
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Journal Title
J Clin Med. 2022 Feb; 11(3): 610.
Volume: 11
Issue: 3
Pages: 610-610
DOI
Related Report
Peer Reviewed / Open Access
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[Journal Article] Bioelectrical Impedance Analysis and Manual Measurements of Neck Circumference Are Interchangeable, and Declining Neck Circumference Is Related to Presarcopenia.2021
Author(s)
Masaaki Machino, Kei Ando, Kazuyoshi Kobayashi, Hiroaki Nakashima, Satoshi Tanaka, Shunsuke Kanbara, Sadayuki Ito, Taro Inoue, Hiroyuki Koshimizu, Taisuke Seki, Shinya Ishizuka, Yasuhiko Takegami, Yukiharu Hasegawa, Shiro Imagama.
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Journal Title
Biomed Res Int. 2021
Volume: 80
Pages: 2012-2015
DOI
Related Report
Peer Reviewed
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[Journal Article] 85.Reduction in body cell mass as a predictor of osteoporosis: A cross-sectional study.2020
Author(s)
Tanaka S, Ando K, Kobayashi K, Seki T, Hamada T, Machino M, Ota K, Morozumi M, Kanbara S, Ito S, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
Mod Rheumatol. 2020 Mar;30(2):391-396.
Volume: 30(2)
Issue: 2
Pages: 391-396
DOI
Related Report
Peer Reviewed
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[Journal Article] Impact of pelvic incidence on lumbar osteophyte formation and disc degeneration in middle-aged and elderly people in a prospective cross-sectional cohort.2020
Author(s)
Imagama S, Ando K, Kobayashi K, Machino M, Tanaka S, Morozumi M, Kanbara S, Ito S, Inoue T, Seki T, Ishizuka S, Nakashima H, Ishiguro N, Hasegawa Y
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Journal Title
Eur Spine J. 2020 Mar 4.
Volume: 35
Issue: 9
Pages: 1-10
DOI
Related Report
Peer Reviewed
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[Journal Article] 98.Differences of lumbopelvic sagittal parameters among community-dwelling middle-age and elderly individuals: Relations with locomotor physical function.2020
Author(s)
Machino M, Ando K, Kobayashi K, Nakashima H, Morozumi M, Tanaka S, Kanbara S, Ito S, Seki T, Ishizuka S, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
J Clin Neurosci. 2020 Jan 16. pii: S0967-5868(19)32003-X
Volume: 19
Pages: 33-38
DOI
Related Report
Peer Reviewed
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[Journal Article] 113.Impact of comorbidity rates of lumbar spondylosis, knee osteoarthritis, and osteoporosis on physical QOL and risk factors for poor physical QOL in middle-aged and elderly people.2020
Author(s)
Imagama S, Ando K, Kobayashi K, Seki T, Hamada T, Machino M, Ota K, Tanaka S, Morozumi M, Kanbara S, Ito S, Ishiguro N, Hasegawa Y
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Journal Title
Mod Rheumatol. 2020 Mar;30(2):402-409.
Volume: 30
Issue: 2
Pages: 402-409
DOI
Related Report
Peer Reviewed
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[Journal Article] 86.Utility of the Serum Cystatin C Level for Diagnosis of Osteoporosis among Middle-Aged and Elderly People.2019
Author(s)
Tanaka S, Ando K, Kobayashi K, Hida T, Ito K, Tsushima M, Morozumi M, Machino M, Ota K, Suzuki K, Seki T, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
Biomed Res Int. 2019 Jan 16;2019:5046852
Volume: 25
Pages: 1-10
DOI
Related Report
Peer Reviewed
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[Journal Article] 87.Increasing postural sway in balance test is related to locomotive syndrome risk: A cross-sectional study.2019
Author(s)
Tanaka S, Ando K, Kobayashi K, Hida T, Seki T, Hamada T, Ito K, Tsushima M, Morozumi M, Machino M, Ota K, Ishiguro N, Hasegawa Y, Imagama S
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Journal Title
J Orthop Sci. 2019 Sep;24(5):912-917.
Volume: 24
Issue: 5
Pages: 912-917
DOI
Related Report
Peer Reviewed
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[Journal Article] 90.The decreasing phase angles of the entire body and trunk during bioelectrical impedance analysis are related to locomotive syndrome.2019
Author(s)
Tanaka S, Ando K, Kobayashi K, Seki T, Hamada T, Machino M, Ota K, Morozumi M, Kanbara S, Ito S, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
J Orthop Sci. 2019 Jul;24(4):720-724.
Volume: 24
Issue: 4
Pages: 720-724
DOI
Related Report
Peer Reviewed
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[Journal Article] 92.Predictors of presarcopenia in community-dwelling older adults: A 5-year longitudinal study.2019
Author(s)
Kobayashi K, Ando K, Tsushima M, Machino M, Ota K, Morozumi M, Tanaka S, Kanbara S, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
Mod Rheumatol. 2019 Nov;29(6):1053-1058.
Volume: 29
Issue: 6
Pages: 1053-1058
DOI
Related Report
Peer Reviewed
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[Journal Article] 171.Musculoskeletal Factors and Geriatric Syndromes Related to the Absence of Musculoskeletal Degenerative Disease in Elderly People Aged over 70 Years.2019
Author(s)
Imagama S, Ando K, Kobayashi K, Seki T, Ishizuka S, Machino M, Tanaka S, Morozumi M, Kanbara S, Ito S, Inoue T, Nakashima H, Ishiguro N, Hasegawa Y
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Journal Title
Biomed Res Int. 2019 Nov 18;2019:7097652.
Volume: 18
Pages: 1-10
DOI
Related Report
Peer Reviewed
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[Journal Article] Relationship between lumbopelvic discordance and locomotive syndrome in a middle-aged community-living population: The Yakumo study.2019
Author(s)
Morozumi M, Ando K, Kobayashi K, Seki T, Ishizuka S, Machino M, Tanaka S, Ito S, Kanbara S, Inoue T, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
J Orthop Sci. 2019 Nov 20. pii: S0949-2658(19)30291-X.
Volume: 19
Issue: 4
Pages: 11-16
DOI
Related Report
Peer Reviewed
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[Journal Article] Multivariate analysis of factors related to the absence of musculoskeletal degenerative disease in middle-aged and older people.2019
Author(s)
Imagama S, Ando K, Kobayashi K, Machino M, Tanaka S, Morozumi M, Kanbara S, Ito S, Inoue T, Seki T, Ishizuka S, Nakashima H, Ishiguro N, Hasegawa Y.
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Journal Title
Geriatr Gerontol Int. 2019 Nov;19(11):1141-1146
Volume: 19
Issue: 11
Pages: 1141-1146
DOI
Related Report
Peer Reviewed
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[Journal Article] Locomotive Syndrome Stage 1 Predicts Significant Worsening of Future Motor Performance: The Prospective Yakumo Study.2019
Author(s)
Kobayashi K, Imagama S, Ando K, Machino M, Tanaka S, Morozumi M, Kanbara S, Ito S, Inoue T, Ishiguro N, Hasegawa Y
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Journal Title
Biomed Res Int. 2019 Oct 3;2019:1970645
Volume: 19
Pages: 1-10
DOI
Related Report
Peer Reviewed
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[Journal Article] Waist Circumference Measured by Bioelectrical Impedance Analysis Is Interchangeable with Manual Measurement: Increased Waist Circumference Is Associated with Locomotive Syndrome Risk.2019
Author(s)
Tanaka S, Ando K, Kobayashi K, Seki T, Ishizuka S, Machino M, Morozumi M, Kanbara S, Ito S, Inoue T, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
Biomed Res Int. 2019 Sep 25;2019:5971030
Volume: 25
Pages: 1-10
DOI
Related Report
Peer Reviewed
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[Journal Article] Increase in lumbar kyphosis and spinal inclination, declining back muscle strength, and sarcopenia are risk factors for onset of GERD: a 5-year prospective longitudinal cohort study.2019
Author(s)
Imagama S, Ando K, Kobayashi K, Machino M, Tanaka S, Morozumi M, Kanbara S, Ito S, Seki T, Hamada T, Ishizuka S, Nakashima H, Ishiguro N, Hasegawa Y.
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Journal Title
Eur Spine J. 2019 Nov;28(11):2619-2628.
Volume: 28
Issue: 11
Pages: 2619-2628
DOI
Related Report
Peer Reviewed
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[Journal Article] Differences of locomotive syndrome and frailty in community-dwelling middle-aged and elderly people: Pain, osteoarthritis, spinal alignment, body balance, and quality of life.2019
Author(s)
Imagama S, Ando K, Kobayashi K, Machino M, Tanaka S, Morozumi M, Kanbara S, Ito S, Seki T, Ishizuka S, Nakashima H, Ishiguro N, Hasegawa Y.
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Journal Title
Mod Rheumatol. 2019 Sep 19:1-9.
Volume: 19
Issue: 5
Pages: 191-199
DOI
Related Report
Peer Reviewed
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[Journal Article] 106.Low Bioelectrical Impedance Phase Angle Is a Significant Risk Factor for Frailty.2019
Author(s)
Tanaka S, Ando K, Kobayashi K, Seki T, Hamada T, Machino M, Ota K, Morozumi M, Kanbara S, Ito S, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
Biomed Res Int. 2019 Jun 10;2019:6283153
Volume: 10
Pages: 1-10
DOI
Related Report
Peer Reviewed
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[Journal Article] 107.The Relationship Between Neuropathic Pain and Spinal Alignment: Independent Risk Factors for Low Quality of Life in Middle-Aged and Elderly People.2019
Author(s)
Imagama S, Ando K, Kobayashi K, Seki T, Hamada T, Machino M, Ota K, Tanaka S, Morozumi M, Kanbara S, Ito S, Ishiguro N, Hasegawa Y.
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Journal Title
Spine (Phila Pa 1976). 2019 Oct 1;44(19):E1130-E1135.
Volume: 44
Issue: 19
Pages: 1130-1135
DOI
Related Report
Peer Reviewed
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[Journal Article] Declining neck circumference is an anthropometric marker related to frailty in middle-aged and elderly women.2019
Author(s)
Tanaka S, Ando K, Kobayashi K, Seki T, Hamada T, Machino M, Ota K, Morozumi M, Kanbara S, Ito S, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
Mod Rheumatol. 2019 Jun 24:1-6.
Volume: 24
Issue: 3
Pages: 1-6
DOI
Related Report
Peer Reviewed
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[Journal Article] Weakness of grip strength reflects future locomotive syndrome and progression of locomotive risk stage: A 10-year longitudinal cohort study.2019
Author(s)
Kobayashi K, Imagama S, Ando K, Tsushima M, Machino M, Ota K, Tanaka S, Morozumi M, Kanbara S, Ishiguro N, Hasegawa Y.
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Journal Title
Mod Rheumatol. 2019 Jun 24:1-7
Volume: 24
Issue: 3
Pages: 1-7
DOI
Related Report
Peer Reviewed
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[Journal Article] 110.Epidemiology and effect on physical function of osteosarcopenia in community-dwelling elderly people in Japan.2019
Author(s)
Kobayashi K, Imagama S, Ando K, Machino M, Ota K, Tanaka S, Morozumi M, Kanbara S, Ito S, Ishiguro N, Hasegawa Y.
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Journal Title
Mod Rheumatol. 2019 Jun 17:1-6.
Volume: 30
Issue: 3
Pages: 1-6
DOI
Related Report
Peer Reviewed
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[Journal Article] 111.Shoulder pain has most impact on poor quality of life among various types of musculoskeletal pain in middle-aged and elderly people: Yakumo study.2019
Author(s)
Imagama S, Ando K, Kobayashi K, Seki T, Hamada T, Machino M, Ota K, Tanaka S, Morozumi M, Kanbara S, Ito S, Ishiguro N, Hasegawa Y.
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Journal Title
Mod Rheumatol. 2019 Jun 13:1-5.
Volume: 13
Issue: 3
Pages: 1-5
DOI
Related Report
Peer Reviewed
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[Journal Article] Serum levels of carotenoids in patients with osteonecrosis of the femoral head are lower than in healthy, community-living people.2018
Author(s)
141.Kobayashi K, Ando K, Tsushima M, Machino M, Ota K, Morozumi M, Tanaka S, Kanbara S, Ishiguro N, Hasegawa Y, Imagama S
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Journal Title
Mod Rheumatol.
Volume: 21
Issue: 4
Pages: 1-17
DOI
Related Report
Peer Reviewed
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[Journal Article] .The decrease in phase angle measured by bioelectrical impedance analysis reflects the increased locomotive syndrome risk in community-dwelling people: The Yakumo study.2018
Author(s)
143.Tanaka S, Ando K, Kobayashi K, Hida T, Seki T, Hamada T, Ito K, Tsushima M, Morozumi M, Machino M, Ota K, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
Mod Rheumatol.
Volume: 17
Issue: 3
Pages: 1-7
DOI
Related Report
Peer Reviewed
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[Journal Article] Relationship between locomotive syndrome and body composition among community-dwelling middle-age and elderly individuals in Japan: The Yakumo study.2018
Author(s)
144.Tanaka S, Ando K, Kobayashi K, Hida T, Seki T, Suzuki K, Ito K, Tsushima M, Morozumi M, Machino M, Ota K, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
Mod Rheumatol.
Volume: 3
Issue: 3
Pages: 1-5
DOI
Related Report
Peer Reviewed
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[Journal Article] A low phase angle measured with bioelectrical impedance analysis is associated with osteoporosis and is a risk factor for osteoporosis in community-dwelling people: the Yakumo study.2018
Author(s)
145.Tanaka S, Ando K, Kobayashi K, Hida T, Ito K, Tsushima M, Morozumi M, Machino M, Ota K, Seki T, Ishiguro N, Hasegawa Y, Imagama S.
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Journal Title
Arch Osteoporos.
Volume: 5
Issue: 1
Pages: 39-39
DOI
Related Report
Peer Reviewed
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