학술논문

Range of Motion Sensors for Monitoring Recovery of Total Knee Arthroplasty
Document Type
Conference
Source
2022 IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN) Wearable and Implantable Body Sensor Networks (BSN), 2022 IEEE-EMBS International Conference on. :1-4 Sep, 2022
Subject
Bioengineering
Computing and Processing
Signal Processing and Analysis
Knee
Accelerometers
Costs
Hospitals
Surgery
Recording
Motion measurement
arthroplasty
accelerometer
range of motion
Language
ISSN
2376-8894
Abstract
A low-cost, accurate device to measure and record knee range of motion (ROM) is of the essential need to improve confidence in at-home rehabilitation. It is to reduce hospital stay duration and overall medical cost after Total Knee Arthroplasty (TKA) procedures. The shift in Medicare funding from pay-as-you-go to the Bundled Payments for Care Improvement (BPCI) has created a push towards at-home care over extended hospital stays. It has heavily affected TKA patients, who typically undergo physical therapy at the clinic after the procedure to ensure full recovery of ROM. In this paper, we use accelerometers to create a ROM sensor that can be integrated into the post-operative surgical dressing, so that the cost of the sensors can be included in the bundled payments. In this paper, we demonstrate the efficacy of our method in comparison to the baseline computer vision method. Our results suggest that calculating angular displacement from accelerometer sensors demonstrates accurate ROM recordings under both stationary and walking conditions. The device would keep track of angle measurements and alert the patient when certain angle thresholds have been crossed, allowing patients to recover safely at home instead of going to multiple physical therapy sessions. The affordability of our sensor makes it more accessible to patients in need. By manufacturing and utilizing our proposed device along with a built-in remote physical therapy program, the expected cost saving would be $2650 per patient throughout the recovery process after surgery.