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Med."],"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Current remote monitoring devices for heart failure have been shown to reduce hospitalizations but are invasive and costly; accurate non-invasive options remain limited. The EuleriAn Video Magnification ApPLications In Heart Failure StudY (AMPLIFY) pilot aimed to evaluate the accuracy of a novel noninvasive method that uses Eulerian video magnification. Video recordings were performed on the neck veins of 50 patients who were scheduled for right heart catheterization at the Palo Alto VA Medical Center. The recorded jugular venous pulsations were then enhanced by applying Eulerian phase-based motion magnification. Assessment of jugular venous pressure was compared across three categories: (1) physicians who performed bedside exams, (2) physicians who reviewed both the amplified and unamplified videos, and (3) direct invasive measurement of right atrial pressure from right heart catheterization. Motion magnification reduced inaccuracy of the clinician assessment of central venous pressure compared to the gold standard of right heart catheterization (mean discrepancy of \u22120.80\u2009cm H<jats:sub>2<\/jats:sub>O; 95% CI \u22122.189 to 0.612, <jats:italic>p<\/jats:italic>\u2009=\u20090.27) when compared to both unamplified video (\u22121.84\u2009cm H<jats:sub>2<\/jats:sub>O; 95% CI \u22123.22 to \u22120.46, <jats:italic>p<\/jats:italic>\u2009=\u20090.0096) and the bedside exam (\u22122.90\u2009cm H<jats:sub>2<\/jats:sub>O; 95% CI \u22124.33 to 1.40, <jats:italic>p<\/jats:italic>\u2009=\u20090.0002). Major categorical disagreements with right heart catheterization were significantly reduced with motion magnification (12%) when compared to unamplified video (25%) or the bedside exam (27%). This novel method of assessing jugular venous pressure improves the accuracy of the clinical exam and may enable accurate remote monitoring of heart failure patients with minimal patient risk.<\/jats:p>","DOI":"10.1038\/s41746-019-0159-0","type":"journal-article","created":{"date-parts":[[2019,8,21]],"date-time":"2019-08-21T10:03:05Z","timestamp":1566381785000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["A novel noninvasive method for remote heart failure monitoring: the EuleriAn video Magnification apPLications In heart Failure studY (AMPLIFY)"],"prefix":"10.1038","volume":"2","author":[{"given":"Freddy","family":"Abnousi","sequence":"first","affiliation":[]},{"given":"Guson","family":"Kang","sequence":"additional","affiliation":[]},{"given":"John","family":"Giacomini","sequence":"additional","affiliation":[]},{"given":"Alan","family":"Yeung","sequence":"additional","affiliation":[]},{"given":"Shirin","family":"Zarafshar","sequence":"additional","affiliation":[]},{"given":"Nicholas","family":"Vesom","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9418-9577","authenticated-orcid":false,"given":"Euan","family":"Ashley","sequence":"additional","affiliation":[]},{"given":"Robert","family":"Harrington","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3054-6576","authenticated-orcid":false,"given":"Celina","family":"Yong","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,8,21]]},"reference":[{"key":"159_CR1","doi-asserted-by":"publisher","first-page":"e146","DOI":"10.1161\/CIR.0000000000000485","volume":"135","author":"EJ Benjamin","year":"2017","unstructured":"Benjamin, E. 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