Detecting Shoulder Range of Motion Changes Following Breast Reconstruction Using a Novel Smartphone App
Russell-Bertucci, K.; Khadka, S.; Nugent, K. I.; Cain, S. M.; Myers, P. L.; Momoh, A. O.; Hertz, D. L.; Lipps, D. B.
Show abstract
Breast reconstruction following mastectomy can restore body image and confer psychosocial benefits but can also result in lasting functional deficits in shoulder range of motion (SROM). Early identification of these deficits is crucial for guiding rehabilitation and improving long-term outcomes, but traditional assessment tools are often costly or impractical for routine clinical use. This longitudinal observational study examined the feasibility and validity of an app-based shoulder mobility assessment (MotionDetect) for detecting post-operative changes in SROM compared to traditional inertial measurement units (IMU)-derived measurements among breast cancer patients undergoing reconstruction. Twenty female participants undergoing bilateral mastectomy with immediate breast reconstruction performed at-home SROM assessments before surgery and once at 6-12 weeks post-operatively using both wearable IMUs and the MotionDetect iPhone application. Maximum shoulder abduction and flexion angles were recorded at each time point. Structured interviews gathered patient feedback on app usability. Statistical analyses assessed changes over time, correlation between measurement modalities, and repeatability. Significant reductions in abduction ROM after surgery were observed using both IMU and iPhone app assessments (both p < 0.031), with strong correlations between modalities (r > 0.80). Both approaches demonstrated excellent intra-class coefficients (ICC) repeatability (ICC > 0.89). Patient interviews indicated high feasibility and acceptability, with minor logistical challenges. Overall, this study indicates MotionDetect is a valid and feasible tool for remotely identifying post-operative SROM limitations in breast cancer patients, enabling early referral for rehabilitation to improve long-term quality of life.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Improved accuracy of breast volume calculation from 3D surface imaging data using statistical shape models 93%
- Validity and reliability of an app-based medical device to empower individuals in evaluating their physical capacities 92%
- Impact of Skin Tone, Environmental, and Technical Factors on Thermal Imaging 92%
Similar papers in this journal
- Fully Implanted Prostheses for Musculoskeletal Limb Reconstruction after Amputation: An In Vivo Feasibility Study 91%
- Computational modeling of patient-specific healing and deformation outcomes following breast-conserving surgery based on MRI data 91%
- Precision in Spinal Cord Injury Research: A Novel Electromagnetic Impactor for a Consistent Porcine Model 91%
Similar papers in this journal
- Development and Validation of Collaborative Robot-assisted Cutting Method for Iliac Crest Flap Raising: Randomized Crossover Trial 93%
- MyoVision-US: an Artificial Intelligence-Powered Software for Automated Analysis of Skeletal Muscle Ultrasonography 92%
- Immediate effect of osteopathic techniques on human resting muscle tone in healthy subjects using myotonometry: A factorial randomized trial 91%
Similar papers in this journal
- The NILS study protocol - a retrospective validation study of a preoperative decision-making tool for non-invasive lymph node staging in women with primary breast cancer [ISRCTN14341750] 91%
- A Machine Learning Ensemble Based on Radiomics to Predict BI-RADS Category and Reduce the Biopsy Rate of Ultrasound-Detected Suspicious Breast Masses 90%
- Availability and Use of Mobile Health Technology for Disease Diagnosis and Treatment Support by Health Workers in the Ashanti Region of Ghana: A Cross-sectional Survey 88%
Similar papers in this journal
- Elastomeric Harnesses Decrease Aerosol Particles Leak and Improve the Fit of Surgical Masks 89%
- Use of Skin Cancer Procedures, Medicare Reimbursement, and Overall Expenditures, 2012-2017 88%
- Incorporating Polygenic Risk Scores and Nongenetic Risk Factors for Breast Cancer Risk Prediction among Asian Women, Results from Asia Breast Cancer Consortium 87%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.