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Blood Viscosity

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Blood hyperviscosity identification with reflective spectroscopy of tongue tip based on principal component analysis combining artificial neural network.

Biomedical engineering online 29747693
BACKGROUND: With spectral methods, noninvasive determination of blood hyperviscosity in vivo is very potential and meaningful in clinical diagnosis. In this study, 67 male subjects (41 health, and 26 hyperviscosity according to blood sample analysis ...
Adult Aged Blood Viscosity Humans Male Middle Aged Neural Networks, Computer Principal Component Analysis Spectrum Analysis Tongue
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Rapid diagnosis of hereditary haemolytic anaemias using automated rheoscopy and supervised machine learning.

British journal of haematology 32627174
Anemia, Hemolytic, Congenital Anemia, Hemolytic, Congenital Nonspherocytic Automation Blood Viscosity Datasets as Topic Erythrocyte Deformability Erythrocytes, Abnormal Humans Hydrops Fetalis Image Processing, Computer-Assisted Pyruvate Kinase Pyruvate Metabolism, Inborn Errors Reticulocytes Single-Cell Analysis Supervised Machine Learning
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Neural network-based modeling of the number of microbubbles generated with four circulation factors in cardiopulmonary bypass.

Scientific reports 33436919
The need for the estimation of the number of microbubbles (MBs) in cardiopulmonary bypass surgery has been recognized among surgeons to avoid postoperative neurological complications. MBs that exceed the diameter of human capillaries may cause endoth...
Blood Viscosity Capillaries Cardiopulmonary Bypass Cardiovascular Surgical Procedures Embolism, Air Hemodynamics Humans Microbubbles Nervous System Diseases Neural Networks, Computer Postoperative Complications
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A Physics-Integrated Deep Learning Approach for Patient-Specific Non-Newtonian Blood Viscosity Assessment using PPG.

Computer methods and programs in biomedicine 40158260
BACKGROUND AND OBJECTIVE: The aim of this study is to extract a patient-specific viscosity equation from photoplethysmography (PPG) data. An aging society has increased the need for remote, non-invasive health monitoring systems. However, the circula...
Algorithms Blood Viscosity Deep Learning Humans Neural Networks, Computer Photoplethysmography Signal Processing, Computer-Assisted Wearable Electronic Devices
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