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Artificial Intelligence-Based Postural Feedback for Scoliosis

22. juni 2026 oppdatert av: Rommanee Rojasavastera, Mahidol University

The Effect of Artificial Intelligence-Based Postural Feedback on Posture Correction in Idiopathic Scoliosis Patients

Due to advancements in technology, Posture-Analyzing and Virtual Reconstructing (PAViR) systems were developed. They used Red-Green-Blue-Depth camera sensors and artificial intelligence to evaluate human posture alignment, muscle balance, and movement without the use of radiation or physical markers. This technology served as a portable, X-ray-like device that was safe and user-friendly, providing detailed views of bone and muscle models alongside easy-to-understand 3D visualizations. However, how to utilize the data obtained from PAViR to support traditional treatment remained unclear. To fill this gap, this study aimed to investigate the effects of AI-based postural feedback on posture correction in patients with idiopathic scoliosis.

Studieoversikt

Studietype

Intervensjonell

Registrering (Antatt)

30

Fase

  • Ikke aktuelt

Kontakter og plasseringer

Denne delen inneholder kontaktinformasjon for de som utfører studien, og informasjon om hvor denne studien blir utført.

Studiekontakt

Studiesteder

    • Changwat Nakhon Pathom
      • Salaya, Changwat Nakhon Pathom, Thailand, 73170
        • Faculty of Physical Therapy, Mahidol University
        • Ta kontakt med:

Deltakelseskriterier

Forskere ser etter personer som passer til en bestemt beskrivelse, kalt kvalifikasjonskriterier. Noen eksempler på disse kriteriene er en persons generelle helsetilstand eller tidligere behandlinger.

Kvalifikasjonskriterier

Alder som er kvalifisert for studier

  • Barn
  • Voksen

Tar imot friske frivillige

Nei

Beskrivelse

Inclusion Criteria:

  • Diagnosis of adolescent idiopathic scoliosis (AIS) by a physician.
  • Aged between 10 and 18 years.
  • Cobb angle between 10 and 40 degrees.

Exclusion Criteria:

  • Leg length discrepancy greater than 2 cm, measured from the anterior superior iliac spine (ASIS) to the lateral malleolus.
  • Previous history of spinal surgery.
  • Musculoskeletal or neurological injuries that affect balance and gait.
  • Inability to follow the research procedures.

Studieplan

Denne delen gir detaljer om studieplanen, inkludert hvordan studien er utformet og hva studien måler.

Hvordan er studiet utformet?

Designdetaljer

  • Primært formål: Behandling
  • Tildeling: Randomisert
  • Intervensjonsmodell: Parallell tildeling
  • Masking: Enkelt

Våpen og intervensjoner

Deltakergruppe / Arm
Intervensjon / Behandling
Eksperimentell: AI-Based Postural Feedback Group
Participants in the experimental group received postural feedback via the PAViR system, integrated with posture correction exercises and physical therapy for scoliosis.
The physical therapist reported the findings from the PAViR system to the participants during a 10-minute session. Data regarding skeletal alignment and muscle imbalances were provided to enhance participants' self-awareness of their specific postural issues. Furthermore, these insights were integrated into the subsequent training sessions for the experimental group.
The physical therapist conducted 60-minute sessions. These sessions were grounded in the principles of the Schroth Method and Physiotherapeutic Scoliosis-Specific Exercises (PSSE).
Aktiv komparator: Conventional Postural Feedback Group
Participants in the control group received the same exercise and therapy sessions, but without the postural feedback provided by the PAViR system.
The physical therapist conducted 60-minute sessions. These sessions were grounded in the principles of the Schroth Method and Physiotherapeutic Scoliosis-Specific Exercises (PSSE).

Hva måler studien?

Primære resultatmål

Resultatmål
Tiltaksbeskrivelse
Tidsramme
REEDCO postural score
Tidsramme: before and immediately after intervention
The REEDCO Posture Assessment was used to evaluate postural scores during comfortable standing and postural self-correction.
before and immediately after intervention
Angle of trunk rotation
Tidsramme: before and immediately after intervention
A scoliometer was used to evaluate the angle of trunk rotation during Adam's Forward Bend Test.
before and immediately after intervention
Postural Variables Derived from a 3D Motion Analysis System
Tidsramme: before and immediately after intervention
A 3D motion analysis system (VICON Motion Systems Ltd., Oxford, UK) was used to evaluate postural variables during comfortable standing, postural self-correction, and the Adam's Forward Bend Test.
before and immediately after intervention
Postural Variables Derived from a PAViR System
Tidsramme: before and immediately after intervention
A PAViR system (MGsolutions Inc., Seoul, South Korea) was used to evaluate postural variables during comfortable standing, postural self-correction, and the Adam's Forward Bend Test.
before and immediately after intervention

Sekundære resultatmål

Resultatmål
Tiltaksbeskrivelse
Tidsramme
Illness Perception
Tidsramme: before and immediately after intervention
The Brief Illness Perception Questionnaire (IPQ-B) was an accurate and valid assessment tool to measure and monitor illness perceptions. It consisted of nine items rated on a scale from 0 (minimum) to 10 (maximum). The first five assessed cognitive perceptions such as the effect on life (item 1); duration of illness (item 2); control over illness (item 3); beliefs about the effectiveness of treatment (item 4); and experience of symptoms (item 5). Items 6 and 8 assessed emotional aspects, which included concern about the illness and a multifaceted question about mood. Item 7 assessed the degree of understanding of the illness. The final item was open-ended, asking respondents to rank the three most important factors causing their illness.
before and immediately after intervention
Exercise Motivation
Tidsramme: before and immediately after intervention
The Behavioral Regulation in Exercise Questionnaire-2 (BREQ-2) was a 19-item questionnaire that measured the stages of the self-determination continuum with respect to motivation to exercise using a 5-point Likert scale (0 = not true for me, 4 = very true for me) and was modified by Markland and Tobin. The version by Markland and Tobin added an amotivation factor to the original external, introjected, identified, and intrinsic regulation factors.
before and immediately after intervention

Samarbeidspartnere og etterforskere

Det er her du vil finne personer og organisasjoner som er involvert i denne studien.

Studierekorddatoer

Disse datoene sporer fremdriften for innsending av studieposter og sammendragsresultater til ClinicalTrials.gov. Studieposter og rapporterte resultater gjennomgås av National Library of Medicine (NLM) for å sikre at de oppfyller spesifikke kvalitetskontrollstandarder før de legges ut på det offentlige nettstedet.

Studer hoveddatoer

Studiestart (Antatt)

1. juli 2026

Primær fullføring (Antatt)

1. juli 2027

Studiet fullført (Antatt)

1. juli 2027

Datoer for studieregistrering

Først innsendt

17. juni 2026

Først innsendt som oppfylte QC-kriteriene

22. juni 2026

Først lagt ut (Faktiske)

25. juni 2026

Oppdateringer av studieposter

Sist oppdatering lagt ut (Faktiske)

25. juni 2026

Siste oppdatering sendt inn som oppfylte QC-kriteriene

22. juni 2026

Sist bekreftet

1. juni 2026

Mer informasjon

Begreper knyttet til denne studien

Plan for individuelle deltakerdata (IPD)

Planlegger du å dele individuelle deltakerdata (IPD)?

JA

IPD-planbeskrivelse

Research data will be shared in a de-identified format only; for instance, participant names will be replaced with codes, and faces will be blurred in all images.

Legemiddel- og utstyrsinformasjon, studiedokumenter

Studerer et amerikansk FDA-regulert medikamentprodukt

Nei

Studerer et amerikansk FDA-regulert enhetsprodukt

Nei

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