Clinical trial · Observational
Estimating Jaw, Neck, and Shoulder Range of Motion Using an AI Model
A Novel Technique for Estimating Maximal Jaw Movement, Neck and Shoulder Joint Range of Motion Using an Artificial Intelligence Model
NCT06629038CI-TRIAL-00102980recruitingClinicalTrials.gov clinicaltrialsProvenance
- Source
- ClinicalTrials.gov
- Retrieved
- Sep 8, 2026
- Layer
- normalized (units and labels harmonized; values unchanged)
- Run
- ING-CLINICALTRIALS-20260908-000001
Summary
Brief summary (as posted)
This observational study aims to develop an AI-based system for tracking mandibular and shoulder movements using deep learning techniques. It will compare AI-generated pose estimations with gold standard measurements to assess accuracy, particularly in patients with functional impairments from oral cancer treatment, such as trismus, spinal accessory nerve dysfunction, neck dystonia, and radiation fibrosis.
Conditions
Conditions (1)
Free-text conditions as registered, with the CancerIndex entity they were reconciled to and the match type.
| Condition (as posted) | Mapped entity | Match | Confidence |
|---|---|---|---|
| Oral Cancer | Malignant Lip and Oral Cavity Neoplasm | CURATED_BROADER | 0.80 |
Interventions
Interventions (1)
| Intervention | Type | Mapped drug | Match |
|---|---|---|---|
| observation alone | Behavioral | — | UNRESOLVED |
Design
Arms and outcomes
Arms (2)
- label
- oral cancer patients
- description
- oral cancer patients with trismus, neck, or shoulder problems
- interventionNames
- Behavioral: observation alone
- label
- healthy adults
- description
- healthy adults without history of trismus, neck, or shoulder problems
- interventionNames
- Behavioral: observation alone
Primary outcomes (4)
- measure
- maximal mouth opening
- timeFrame
- The date of enrollment
- description
- maximal mouth opening
- measure
Eligibility
Eligibility (as posted)
- Sex
- All
- Minimum age
- 20 Years
- Maximum age
- 65 Years
Show eligibility criteria text
Inclusion Criteria: * Healthy adults without a history of head, neck or shoulder injury or surgery, and without HNC-related radiotherapy or chemoradiotherapy * Oral cancer patients with trismus, clinical signs of neck or shoulder joint impairment after oral cancer surgery or radiotherapy * Age between 20 and 65 years Exclusion Criteria: * Could not communicate * Had any disorder that could influence movement performance
References
Publications (14)
- BACKGROUNDBadiola-Bengoa A, Mendez-Zorrilla A. A Systematic Review of the Application of Camera-Based Human Pose Estimation in the Field of Sport and Physical Exercise. Sensors (Basel). 2021 Sep 7;21(18):5996. doi: 10.3390/s21185996. PMID 34577204
- BACKGROUNDSandler ML, Lazarus CL, Ru M, Sharif KF, Yue LE, Griffin MJ, Likhterov I, Chai RL, Buchbinder D, Urken ML, Ganz C. Effects of jaw exercise intervention timing on outcomes following oral and oropharyngeal cancer surgery: Pilot study. Head Neck. 2019 Nov;41(11):3806-3817. doi: 10.1002/hed.25908. Epub 2019 Aug 12. PMID 31407421
- BACKGROUNDvan der Geer SJ, Reintsema H, Kamstra JI, Roodenburg JLN, Dijkstra PU. The use of stretching devices for treatment of trismus in head and neck cancer patients: a randomized controlled trial. Support Care Cancer. 2020 Jan;28(1):9-11. doi: 10.1007/s00520-019-05075-7. Epub 2019 Nov 7. PMID 31701267
- BACKGROUNDShao CH, Chiang CC, Huang TW. Exercise therapy for cancer treatment-induced trismus in patients with head and neck cancer: A systematic review and meta-analysis of randomized controlled trials. Radiother Oncol. 2020 Oct;151:249-255. doi: 10.1016/j.radonc.2020.08.024. Epub 2020 Sep 3. PMID 32890607
- BACKGROUNDCohen EE, LaMonte SJ, Erb NL, Beckman KL, Sadeghi N, Hutcheson KA, Stubblefield MD, Abbott DM, Fisher PS, Stein KD, Lyman GH, Pratt-Chapman ML. American Cancer Society Head and Neck Cancer Survivorship Care Guideline. CA Cancer J Clin. 2016 May;66(3):203-39. doi: 10.3322/caac.21343. Epub 2016 Mar 22. PMID 27002678
- BACKGROUNDWatters AL, Cope S, Keller MN, Padilla M, Enciso R. Prevalence of trismus in patients with head and neck cancer: A systematic review with meta-analysis. Head Neck. 2019 Sep;41(9):3408-3421. doi: 10.1002/hed.25836. Epub 2019 Jun 19. PMID 31215723
- BACKGROUNDStenum J, Cherry-Allen KM, Pyles CO, Reetzke RD, Vignos MF, Roemmich RT. Applications of Pose Estimation in Human Health and Performance across the Lifespan. Sensors (Basel). 2021 Nov 3;21(21):7315. doi: 10.3390/s21217315.