{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,25]],"date-time":"2025-04-25T04:18:13Z","timestamp":1745554693191,"version":"3.40.4"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643685922","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,4,24]],"date-time":"2025-04-24T00:00:00Z","timestamp":1745452800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,4,24]]},"abstract":"<jats:p>Background: Adherence to home-based respiratory rehabilitation is a significant challenge for cardiac surgery patients. Few studies have attempted to address this problem. Methods: This research introduces a digital solution to improve adherence to respiratory rehabilitation by offering virtual supervision. It leverages the YOLOv11 pose detection algorithm to track the Voldyne\u00ae 2500 incentive spirometer and monitor rehabilitation sessions. Usability and accuracy were evaluated with nine healthy volunteers, combining objective performance metrics with the System Usability Scale (SUS) survey. Results: The models demonstrated high accuracy in spirometer tracking and efficient inference times. The app achieved an average SUS score of 83%, indicating good usability, though refinements to the monitoring algorithms are recommended. Conclusion: This low-cost, non-invasive solution shows potential for clinical use. Future efforts will focus on enhancing usability and accuracy to prepare the app for clinical trials.<\/jats:p>","DOI":"10.3233\/shti250189","type":"book-chapter","created":{"date-parts":[[2025,4,24]],"date-time":"2025-04-24T09:29:52Z","timestamp":1745486992000},"source":"Crossref","is-referenced-by-count":0,"title":["Monitoring Respiratory Rehabilitation with YOLO Pose: Usability and Accuracy Assessment of a Mobile App for Spirometer Tracking"],"prefix":"10.3233","author":[{"given":"Davide","family":"Ferrari","sequence":"first","affiliation":[{"name":"Department of Management, Information and Production Engineering, University of Bergamo, Dalmine (Bergamo), Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pietro","family":"Belotti","sequence":"additional","affiliation":[{"name":"Department of Management, Information and Production Engineering, University of Bergamo, Dalmine (Bergamo), Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrea","family":"Forcella","sequence":"additional","affiliation":[{"name":"Department of Management, Information and Production Engineering, University of Bergamo, Dalmine (Bergamo), Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lorenzo","family":"Lecchi","sequence":"additional","affiliation":[{"name":"Department of Management, Information and Production Engineering, University of Bergamo, Dalmine (Bergamo), Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicola","family":"Sana","sequence":"additional","affiliation":[{"name":"Department of Management, Information and Production Engineering, University of Bergamo, Dalmine (Bergamo), Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Silvia","family":"Mariani","sequence":"additional","affiliation":[{"name":"Cardiac surgery unit, cardio-thoracic and vascular department, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giovanni","family":"Marchetto","sequence":"additional","affiliation":[{"name":"Cardiac surgery unit, cardio-thoracic and vascular department, Fondazione IRCCS San Gerardo dei Tintori, Monza, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrea","family":"Vitali","sequence":"additional","affiliation":[{"name":"Department of Management, Information and Production Engineering, University of Bergamo, Dalmine (Bergamo), Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Studies in Health Technology and Informatics","dHealth 2025"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/SHTI250189","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,24]],"date-time":"2025-04-24T09:29:52Z","timestamp":1745486992000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/SHTI250189"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,24]]},"ISBN":["9781643685922"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/shti250189","relation":{},"ISSN":["0926-9630","1879-8365"],"issn-type":[{"value":"0926-9630","type":"print"},{"value":"1879-8365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4,24]]}}}