View in EDS

Accurate estimation of hip range of motion using MediaPipe and inertial sensors with machine learning models.

Saved in:
Bibliographic Details
Title: Accurate estimation of hip range of motion using MediaPipe and inertial sensors with machine learning models.
Authors: Maeda T; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan., Kamenaga T; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan. t.kamenaga@gmail.com., Inui A; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan., Kitamura T; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan., Kuroda Y; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan., Tsubosaka M; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan., Nakano N; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan., Hayashi S; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan., Matsumoto T; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan., Kuroda R; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.
Source: BMC musculoskeletal disorders [BMC Musculoskelet Disord] 2026 May 06; Vol. 27 (1). Date of Electronic Publication: 2026 May 06.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968565 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2474 (Electronic) Linking ISSN: 14712474 NLM ISO Abbreviation: BMC Musculoskelet Disord Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 42092865
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Accurate estimation of hip range of motion using MediaPipe and inertial sensors with machine learning models.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Maeda+T%22">Maeda T</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.<br /><searchLink fieldCode="AU" term="%22Kamenaga+T%22">Kamenaga T</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan. t.kamenaga@gmail.com.<br /><searchLink fieldCode="AU" term="%22Inui+A%22">Inui A</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.<br /><searchLink fieldCode="AU" term="%22Kitamura+T%22">Kitamura T</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.<br /><searchLink fieldCode="AU" term="%22Kuroda+Y%22">Kuroda Y</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.<br /><searchLink fieldCode="AU" term="%22Tsubosaka+M%22">Tsubosaka M</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.<br /><searchLink fieldCode="AU" term="%22Nakano+N%22">Nakano N</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.<br /><searchLink fieldCode="AU" term="%22Hayashi+S%22">Hayashi S</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.<br /><searchLink fieldCode="AU" term="%22Matsumoto+T%22">Matsumoto T</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.<br /><searchLink fieldCode="AU" term="%22Kuroda+R%22">Kuroda R</searchLink>; Department of Orthopedic Surgery, Kobe University Graduate School of Medicine, 7-5-1, Kusunoki-Cho, Chuo-Ku, Kobe, Hyogo, 650-0017, Japan.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22100968565%22">BMC musculoskeletal disorders</searchLink> [BMC Musculoskelet Disord] 2026 May 06; Vol. 27 (1). <i>Date of Electronic Publication: </i>2026 May 06.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968565 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2474 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712474%22">14712474 </searchLink><i>NLM ISO Abbreviation: </i>BMC Musculoskelet Disord <i>Subsets: </i>MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42092865
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1186/s12891-026-09915-6
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Accurate estimation of hip range of motion using MediaPipe and inertial sensors with machine learning models.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Maeda T
      – PersonEntity:
          Name:
            NameFull: Kamenaga T
      – PersonEntity:
          Name:
            NameFull: Inui A
      – PersonEntity:
          Name:
            NameFull: Kitamura T
      – PersonEntity:
          Name:
            NameFull: Kuroda Y
      – PersonEntity:
          Name:
            NameFull: Tsubosaka M
      – PersonEntity:
          Name:
            NameFull: Nakano N
      – PersonEntity:
          Name:
            NameFull: Hayashi S
      – PersonEntity:
          Name:
            NameFull: Matsumoto T
      – PersonEntity:
          Name:
            NameFull: Kuroda R
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 06
              M: 05
              Text: 2026 May 06
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 1471-2474
          Numbering:
            – Type: volume
              Value: 27
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: BMC musculoskeletal disorders
              Type: main
ResultId 1