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- 스마트폰 셀카 동영상으로 혈압 측정, https://www.yoonsupchoi.com/2019/08/15/smartphone-blood-pressure/
- 병원 방문 필요 없이 스마트폰으로 자신의 얼굴을 찍는 이른바 '셀카'로 혈압을 95% 정확도로 측정, https://www.monews.co.kr/news/articleView.html?idxno=204546
- DeepAffex™ Dashboard
- Nuralogix Anura
- DFX Studio™
- Android App : https://play.google.com/store/apps/details?id=ai.nuralogix.nura
- iPhone App : https://apps.apple.com/kr/app/anura/id1358813934
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[2020/Oct, AAMI guideline] Preliminary assessment of video-based blood pressure measurement according to ANSI/AAMI/ISO81060-2:2013 guideline accuracy criteria: Anura smartphone app with transdermal optimal imaging technology, https://journals.lww.com/bpmonitoring/Abstract/2020/10000/Preliminary_assessment_of_video_based_blood.12.aspx
Objective
A new smartphone app called Anura can measure blood pressure (BP) any time and any place without cuffs or special equipment from video of the face. This study assessed its accuracy in close conformity with the American National Standards Institute/Association for the Advancement of Medical Instrumentation/International Organization for Standardization (ANSI/AAMI/ISO) 81060-2:2013 standard for BP measurement devices.
Conclusions
Anura meets ANSI/AAMI/ISO 81060-2:2013 standard with respect to BP measurement accuracy. As the ANSI/AAMI/ISO 81060-2:2013 standard has not been developed for cuffless devices, further research assessing additional accuracy issues specific to such devices is needed.
[2012-2021] System and method for camera-based stress determination, https://patents.google.com/patent/US20210361208A1/en [2016-2021] System and method for contactless blood pressure determination, https://patents.google.com/patent/US20210085227A1/en [2016-2021] System and method for detecting physiological state, https://patents.google.com/patent/US20210068735A1/en
2021년 HbA1c (당화혈색소), 2019년 Blood Pressure (수축기 혈압, 이완기 혈압, 맥압), 2018년 HR, HRV (심박, 스트레스) 적용 연구결과 발표
[2021/Nov, Blood Pressure] Smartphones and Video Cameras: Future Methods for Blood Pressure Measurement, https://www.frontiersin.org/articles/10.3389/fdgth.2021.770096/full
[2021 : HbA1c/당화혈색소] Smartphone-based Identification of Critical Levels of Glycated Hemoglobin A1c using Transdermal Optical Imaging, https://jps.library.utoronto.ca/index.php/jns/article/download/34645/27566/
[2021/Feb : Albumin and Globulin] Physical Features and Vital Signs Predict Serum Albumin and Globulin Concentrations Using Machine Learning, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8190348/
[2021/Jan] Importance of general adiposity, visceral adiposity and vital signs in predicting blood biomarkers using machine learning, https://onlinelibrary.wiley.com/doi/epdf/10.1111/ijcp.13664
[2020/Oct, AAMI guideline] Preliminary assessment of video-based blood pressure measurement according to ANSI/AAMI/ISO81060-2:2013 guideline accuracy criteria: Anura smartphone app with transdermal optimal imaging technology, https://journals.lww.com/bpmonitoring/Abstract/2020/10000/Preliminary_assessment_of_video_based_blood.12.aspx
[2019, Blood Pressure] Measuring Blood Pressure: from Cuff to Smartphone, http://assets.deepaffex.ai/nuralogix/pdf/Barszczyk-Lee2019_Article_MeasuringBloodPressureFromCuff.pdf
[2019, Blood Pressure] Smartphone-Based Blood Pressure Measurement Using Transdermal Optical Imaging Technology, https://www.ahajournals.org/doi/10.1161/CIRCIMAGING.119.008857
[2018: HR, HRV/Stress] Transdermal Optical Imaging Reveal Basal Stress via Heart Rate Variability Analysis: A Novel Methodology Comparable to Electrocardiography, https://www.frontiersin.org/articles/10.3389/fpsyg.2018.00098/full
[2018: HRV/Stress] Transdermal Optical Imaging Reveal Basal Stress via Heart Rate Variability Analysis: A Novel Methodology Comparable to Electrocardiography, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5809462/
[2018] Transdermal optical imaging revealed diferent spatiotemporal patterns of facial cardiovascular activities, https://www.nature.com/articles/s41598-018-28804-0
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