AIMC Topic: Blood Flow Velocity

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Contralateral artery enlargement predicts carotid plaque progression based on machine learning algorithm models in apoE mice.

Biomedical engineering online Dec 28, 2016
BACKGROUND: This study specifically focused on anatomical MRI characterization of the low shear stress-induced atherosclerotic plaque in mice. We used machine learning algorithms to analyze multiple correlation factors of plaque to generate predictiv...
Apolipoproteins E Mice Support Vector Machine Decision Making Carotid Arteries Magnetic Resonance Imaging Lipids Animals Machine Learning Predictive Value of Tests Male Plaque, Atherosclerotic Algorithms Mice, Inbred C57BL Ultrasonography, Doppler Disease Progression Blood Flow Velocity Reproducibility of Results Ultrasonography Mice, Transgenic Sensitivity and Specificity
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Using machine learning to model dose-response relationships.

Journal of evaluation in clinical practice May 30, 2016
RATIONALE, AIMS AND OBJECTIVES: Establishing the relationship between various doses of an exposure and a response variable is integral to many studies in health care. Linear parametric models, widely used for estimating dose-response relationships, h...
Isoproterenol Blood Flow Velocity Cardiotonic Agents Male Dose-Response Relationship, Drug Discriminant Analysis Data Mining Humans Machine Learning Algorithms
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Learning of speckle statistics for in vivo and noninvasive characterization of cutaneous wound regions using laser speckle contrast imaging.

Microvascular research Apr 27, 2016
Laser speckle contrast imaging (LSCI) provides a noninvasive and cost effective solution for in vivo monitoring of blood flow. So far, most of the researches consider changes in speckle pattern (i.e. correlation time of speckle intensity fluctuation)...
Reproducibility of Results Animals Male Time Factors Immunohistochemistry ROC Curve Skin Blood Flow Velocity Mice Supervised Machine Learning Laser-Doppler Flowmetry Wound Healing Regional Blood Flow Microcirculation Image Interpretation, Computer-Assisted Disease Models, Animal Perfusion Imaging Predictive Value of Tests Sarcoma 180 Area Under Curve Data Interpretation, Statistical
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Influence of the central venous site on the transpulmonary thermodilution parameters in critically ill burn patients.

Burns : journal of the International Society for Burn Injuries Jul 20, 2015
The aim of this study was to verify the measurement concordance of cardiac index (CI), extra-vascular lung water index (EVLWI) and global end diastolic volume index (GEDVI) with transpulmonary thermodilution (TPTD) between the jugular and femoral acc...
Femoral Vein Blood Flow Velocity Jugular Veins Thermodilution Blood Volume Humans Fluid Therapy Prospective Studies Burns Critical Illness Middle Aged Cardiac Output Female Extravascular Lung Water Lung Aged Catheterization, Central Venous Adult Radiography Male
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Lower Extremity Bypass Surveillance and Peak Systolic Velocities Value Prediction Using Recurrent Neural Networks.

Studies in health technology and informatics Aug 7, 2025
Routine duplex ultrasound surveillance is recommended after femoral-popliteal and femoral-tibial-pedal vein bypass grafts at various post-operative intervals. Currently, there is no systematic method for bypass graft surveillance using a set of peak ...
Humans Neural Networks, Computer Lower Extremity Blood Flow Velocity Graft Occlusion, Vascular Ultrasonography, Doppler, Duplex Female Recurrent Neural Networks Aged Male Middle Aged
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Towards fast and reliable estimations of 3D pressure, velocity and wall shear stress in aortic blood flow: CFD-based machine learning approach.

Computers in biology and medicine Jun 1, 2025
In this work, we developed deep neural networks for the fast and comprehensive estimation of the most salient features of aortic blood flow. These features include velocity magnitude and direction, 3D pressure, and wall shear stress. Starting from 40...
Aorta Models, Cardiovascular Male Imaging, Three-Dimensional Humans Stress, Mechanical Machine Learning Blood Flow Velocity Female Adult
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[Research on inversion method of intravascular blood flow velocity based on convolutional neural network].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Jun 25, 2022
Blood velocity inversion based on magnetoelectric effect is helpful for the development of daily monitoring of vascular stenosis, but the accuracy of blood velocity inversion and imaging resolution still need to be improved. Therefore, a convolutiona...
Neural Networks, Computer Humans Constriction, Pathologic Blood Flow Velocity Angiography
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Artificial intelligence velocimetry and microaneurysm-on-a-chip for three-dimensional analysis of blood flow in physiology and disease.

Proceedings of the National Academy of Sciences of the United States of America Mar 30, 2021
Understanding the mechanics of blood flow is necessary for developing insights into mechanisms of physiology and vascular diseases in microcirculation. Given the limitations of technologies available for assessing in vivo flow fields, in vitro method...
Regional Blood Flow Rheology Blood Flow Velocity Lab-On-A-Chip Devices Artificial Intelligence Computer Simulation Hemodynamics Imaging, Three-Dimensional Microfluidic Analytical Techniques Retinal Vessels Microaneurysm Humans Diabetic Retinopathy
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Shape anisotropy-governed locomotion of surface microrollers on vessel-like microtopographies against physiological flows.

Proceedings of the National Academy of Sciences of the United States of America Mar 30, 2021
Surface microrollers are promising microrobotic systems for controlled navigation in the circulatory system thanks to their fast speeds and decreased flow velocities at the vessel walls. While surface propulsion on the vessel walls helps minimize the...
Computer Simulation Robotics Human Umbilical Vein Endothelial Cells Microfluidics Biomimetics Humans Blood Flow Velocity Lab-On-A-Chip Devices Anisotropy Surface Properties Magnets Magnetic Fields Locomotion
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Characterization of Helical Propulsion Inside In Vitro and Ex Vivo Models of a Rabbit Aorta.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
In this work, the propulsion of a helical robot is experimentally characterized inside whole blood (in vitro model) and against the flowing streams of phosphate buffered saline (PBS) inside rabbit aorta (ex vivo model). The helical robot is magnetica...
Robotics Models, Biological Rabbits Magnetic Fields Blood Flow Velocity Aorta Animals
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