journal article·2022-07-06Open access

Measurement of Lower Extremity Alignment Using a Smartphone Application

Seung-Yong Sung, Kyung-Yil Kang, Dong Woo Shim, Jae-Hyung Kim, Sung-Woo Kim, Sung-Jun Park, Sung-Whan Kim, Dong-Sik Chae

Applied Sciences· Volume 12· Issue 14

Abstract

Identification of lower extremity misalignment requires radiation exposure and complex imaging. We developed and tested a smartphone application to facilitate quick identification of misalignment using photographs. Lower extremity alignment was measured by two independent researchers using a proprietary smartphone application and conventional radiographs. The results were compared between the methods and evaluators for interrater and intrarater reliability. Ninety datasets were obtained from 45 patients, with 90 lower extremity alignment angles measured via radiographs and the smartphone application. The intrarater reliability of the hip–knee–ankle angle (HKAA), measured twice by evaluator A using the radiographic imaging program, was 0.985, whereas that measured by evaluator B was 0.995. The intrarater reliability of the predicted lower extremity alignment angle (PLEAA) measured using the smartphone application was 0.970 and 0.968 for evaluators A and B, respectively. Thus, all results showed excellent reliability. In validity analysis, the correlation between PLEAA and HKAA measured twice by evaluators A and B was analyzed using Pearson’s correlation coefficient. HKAA (A) and PLEAA (A) had a positive correlation coefficient of 0.608 (p < 0.01), whereas HKAA (B) and PLEAA (B) had a positive correlation coefficient of 0.627 (p < 0.01). Thus, our smartphone application can facilitate for self-diagnosis of lower extremity misalignment.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Knee injuries and reconstruction techniques · Total Knee Arthroplasty Outcomes · Lower Extremity Biomechanics and Pathologies

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Orthopedic Surgery, International St. Mary’s Hospital, Catholic Kwandong University College of Medicine, Incheon 22711, Korea

Department of Medicine, Catholic Kwandong Graduate School, Gangneung-si 25601, Korea

Department of Physical Medicine and Rehabilitation, Honam Regional Rehabilitation Hospital, Gwangju 61027, Korea

Institute of AI and Big Data in Medicine, Yonsei Wonju Health System, Wonju 26417, Korea

School of Mechanical, Automotive and Aeronautical Engineering, Korea National University of Transportation, Chungju 27469, Korea

Department of Medicine, Catholic Kwandong University College of Medicine, Gangneung 25601, Korea

Funding

National Research Foundation of Korea · Korea Medical Device Development Fund

References (27)

Show source-provided references
1. Primorac, D., Molnar, V., Rod, E., Jeleč, Ž., Čukelj, F., Matišić, V., Vrdoljak, T., Hudetz, D., Hajsok, H., and Borić, I. (2020). Knee osteoarthritis: A review of pathogenesis and state-of-the-art non-operative therapeutic considerations. Genes, 11.10.3390/genes11080854 ↗
2. Why is osteoarthritis an age-related disease?10.1016/j.berh.2009.08.006 ↗
3. The role of knee alignment in disease progression and functional decline in knee osteoarthritis10.1001/jama.286.2.188 ↗
5. A comparative study of weight-bearing and non-weight-bearing 3-dimensional lower extremity alignment in knee osteoarthritis10.1016/j.jos.2019.11.012 ↗
6. Malalignment and degenerative arthropathy10.1016/S0030-5898(20)31921-0 ↗
7. Burden of major musculoskeletal conditions
8. Various methods for assessing static lower extremity alignment: Implications for prospective risk-factor screenings10.4085/1062-6050-48.2.08 ↗
9. Alignment and osteoarthritis of the knee10.2106/JBJS.H.01409 ↗
10. Association between valgus and varus alignment and the development and progression of radiographic osteoarthritis of the knee10.1002/art.22515 ↗
11. Dynamics of knee malalignment10.1016/S0030-5898(20)31924-6 ↗
12. Kinesiology of lower extremity bracing10.1097/00003086-197407000-00004 ↗
13. Normal axial alignment of the lower extremity and load-bearing distribution at the knee10.1097/00003086-199006000-00029 ↗
14. A new classification for the varus knee10.1016/j.arth.2016.03.034 ↗
15. Evaluation of the 3-dimensional, weight-bearing orientation of the normal adult knee10.1016/j.arth.2013.10.024 ↗
16. Predicting the mechanical hip–knee–ankle angle accurately from standard knee radiographs: A cross-validation experiment in 100 patients10.1080/17453674.2020.1779516 ↗
17. Standardized standing pelvis-to-floor photographs for the assessment of lower-extremity alignment10.1016/j.joca.2014.12.009 ↗
18. Surface topographic measurement method for assessing lower extremity alignment: Examination on a novel clinical and research tool [Article in Korean]
19. Intrarater and interrater reliability of photographic measurement of upper-body standing posture of adolescents10.1016/j.jmpt.2014.10.009 ↗
20. Reliability of a quantitative clinical posture assessment tool among persons with idiopathic scoliosis10.1016/j.physio.2010.12.006 ↗
21. Inter- and intra-rater agreement of static posture analysis using a mobile application10.1589/jpts.28.3398 ↗
22. Reliability of lower extremity alignment measurement using radiographs and PACS10.1007/s00167-011-1467-3 ↗
23. Oved, D. (2021, December 14). Real-Time Human Pose Estimation in the Browser with TensorFlow.js. Available online: https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5.
24. A guideline of selecting and reporting intraclass correlation coefficients for reliability research10.1016/j.jcm.2016.02.012 ↗
25. User’s guide to correlation coefficients10.1016/j.tjem.2018.08.001 ↗
26. StaTips Part IV: Selection, interpretation and reporting of the intraclass correlation coefficient10.5937/sejodr5-17434 ↗
27. Otsuki, S., Ikeda, K., Okuno, N., Okamoto, Y., Wakama, H., Okayoshi, T., Matsuyama, J., and Neo, M. (2021). Three-dimensional transfer of tibial tuberosity for patellar instability with patella alta preserves patellar position and clinical outcomes: A minimum 3-year follow-up study. J. Orthop. Sci., Online ahead of print.10.1016/j.jos.2021.06.003 ↗