Development of a Blood Pressure Estimation Hybrid Deep Learning System for Wearable Devices based on Photoplethysmography

The Transactions of The Korean Institute of Electrical Engineers ◽

10.5370/kiee.2021.70.8.1208 ◽

2021 ◽

Vol 70 (8) ◽

pp. 1208-1214

Author(s):

Seungmin Jeong ◽

Young Kim ◽

Eun Hye Jo ◽

Se Dong Min

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Wearable Devices ◽

Learning System ◽

Pressure Estimation ◽

Blood Pressure Estimation

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Continuous Cuff-Less Blood Pressure Estimation Based on Combined Information Using Deep Learning Approach

Journal of Medical Imaging and Health Informatics ◽

10.1166/jmihi.2018.2474 ◽

2018 ◽

Vol 8 (6) ◽

pp. 1290-1299 ◽

Author(s):

Dan Wu ◽

Lin Xu ◽

Ruiqin Zhang ◽

Heye Zhang ◽

Lijie Ren ◽

...

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Learning Approach ◽

Pressure Estimation ◽

Blood Pressure Estimation

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Cuffless Deep Learning-Based Blood Pressure Estimation for Smart Wristwatches

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2019.2947103 ◽

2020 ◽

Vol 69 (7) ◽

pp. 4292-4302 ◽

Author(s):

Kwangsub Song ◽

Ku-young Chung ◽

Joon-Hyuk Chang

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Pressure Estimation ◽

Blood Pressure Estimation

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Deep learning ensemble with asymptotic techniques for oscillometric blood pressure estimation

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2017.08.005 ◽

2017 ◽

Vol 151 ◽

pp. 1-13 ◽

Author(s):

Soojeong Lee ◽

Joon-Hyuk Chang

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Pressure Estimation ◽

Blood Pressure Estimation

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Illumination Invariant Non-Invasive Heart Rate And Blood Pressure Estimation From Facial Thermal Images using Deep Learning

10.1109/icccnt51525.2021.9579621 ◽

2021 ◽

Author(s):

Kavya S Nair ◽

S Sarath

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Illumination Invariant ◽

Thermal Images ◽

Non Invasive ◽

Pressure Estimation ◽

Blood Pressure Estimation

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Deep Learning for Blood Pressure Estimation: an Approach using Local Measure of Arterial Dual Diameter Waveforms

2019 IEEE International Symposium on Medical Measurements and Applications (MeMeA) ◽

10.1109/memea.2019.8802145 ◽

2019 ◽

Author(s):

Nabeel P.M. ◽

Vinay Chilaka ◽

Raj Kiran V. ◽

Jayaraj Joseph ◽

Mohanasankar Sivaprakasam

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Local Measure ◽

Pressure Estimation ◽

Blood Pressure Estimation

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Cuffless blood pressure estimation from PPG signals and its derivatives using deep learning models

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.102984 ◽

2021 ◽

Vol 70 ◽

pp. 102984

Author(s):

C El-Hajj ◽

P.A Kyriacou

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Learning Models ◽

Pressure Estimation ◽

Blood Pressure Estimation ◽

Cuffless Blood Pressure

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Blood Pressure Estimation Using Time Domain Features of Auscultatory Waveforms and Deep Learning

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8857464 ◽

2019 ◽

Author(s):

Ahmadreza Argha ◽

Branko G. Celler

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Time Domain ◽

Pressure Estimation ◽

Blood Pressure Estimation

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Photoplethysmography-Based Blood Pressure Estimation Using Deep Learning

2020 54th Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/ieeeconf51394.2020.9443447 ◽

2020 ◽

Author(s):

Weinan Wang ◽

Li Zhu ◽

Fatemeh Marefat ◽

Pedram Mohseni ◽

Kevin Kilgore ◽

...

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Pressure Estimation ◽

Blood Pressure Estimation

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Oscillometric Blood Pressure Estimation Based on Deep Learning

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2016.2612640 ◽

2017 ◽

Vol 13 (2) ◽

pp. 461-472 ◽

Author(s):

Soojeong Lee ◽

Joon-Hyuk Chang

Keyword(s):

Blood Pressure ◽

Deep Learning ◽

Pressure Estimation ◽

Blood Pressure Estimation

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Cuffless Blood Pressure Estimation Based on Haemodynamic Principles: Progress Towards Mobile Healthcare

SSRN Electronic Journal ◽

10.2139/ssrn.3745103 ◽

2020 ◽

Author(s):

Takehiro Yamakoshi ◽

Peter Rolfe ◽

Ken-ichi Yamakoshi

Keyword(s):

Blood Pressure ◽

Mobile Healthcare ◽

Pressure Estimation ◽

Blood Pressure Estimation ◽

Cuffless Blood Pressure

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