Physiology-based parameterization of human blood steady shear rheology via machine learning: a hemostatistics contribution

A Thermodynamically Consistent, Microscopically-Based, Model of the Rheology of Aggregating Particles Suspensions

(2022) Soham Jariwala et al.   Entropy

Tensorial formulations for improved thixotropic viscoelastic modeling of human blood

(2022) Matthew Armstrong et al.   JOURNAL OF RHEOLOGY

Association of Blood Viscosity With Mortality Among Patients Hospitalized With COVID-19

(2022) Daein Choi et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Data-driven selection of constitutive models via rheology-informed neural networks (RhINNs)

(2022) Milad Saadat et al.   RHEOLOGICA ACTA

Circulating cell clusters aggravate the hemorheological abnormalities in COVID-19

(2022) Elahe Javadi et al.   BIOPHYSICAL JOURNAL

Phenomenological characterization of blood’s intermediate shear rate: a new concept for hemorheology

(2022) Hadi Tabesh et al.   Physical and Engineering Sciences in Medicine

Assessing the Relation between Mud Components and Rheology for Loss Circulation Prevention Using Polymeric Gels: A Machine Learning Approach

(2021) Musaab I. Magzoub et al.   Energies

Data-driven physics-informed constitutive metamodeling of complex fluids: A multifidelity neural network (MFNN) framework

(2021) Mohammadamin Mahmoudabadbozchelou et al.   JOURNAL OF RHEOLOGY

Data Science in Chemical Engineering: Applications to Molecular Science

(2021) Chowdhury Ashraf et al.   Annual Review of Chemical and Biomolecular Engineering

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

(2021) Davide Chicco et al.   PeerJ Computer Science

Association of whole blood viscosity with thrombus presence in patients undergoing transoesophageal echocardiography

(2021) Tufan Çınar et al.   INTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING

Competition Between Red Blood Cell Aggregation and Breakup: Depletion Force due to Filamentous Viruses vs. Shear Flow

(2021) O. Korculanin et al.   Frontiers in Physics

Measurements of human blood viscoelasticity and thixotropy under steady and transient shear and constitutive modeling thereof

(2019) Jeffrey S. Horner et al.   JOURNAL OF RHEOLOGY

Effects of ex vivo aging and storage temperature on blood viscosity

(2018) Jeffrey S. Horner et al.   CLINICAL HEMORHEOLOGY AND MICROCIRCULATION

Effect of spectrin network elasticity on the shapes of erythrocyte doublets

(2018) Masoud Hoore et al.   Soft Matter

Machine Learning for Integrating Data in Biology and Medicine: Principles, Practice, and Opportunities

(2018) Marinka Zitnik et al.   Information Fusion

The role of blood rheology in sickle cell disease

(2016) Philippe Connes et al.   BLOOD REVIEWS

Modeling of human blood rheology in transient shear flows

(2015) Alex J. Apostolidis et al.   JOURNAL OF RHEOLOGY

Effect of cholesterol and triglycerides levels on the rheological behavior of human blood

(2015) Leonardo Moreno et al.   KOREA-AUSTRALIA RHEOLOGY JOURNAL

The effect of cholesterol and triglycerides on the steady state shear rheology of blood

(2015) Alex J. Apostolidis et al.   RHEOLOGICA ACTA

Impaired blood rheology plays a role in the chronic disorders associated with sickle cell-hemoglobin C disease

(2014) N. Lemonne et al.   HAEMATOLOGICA

Modeling of the blood rheology in steady-state shear flows

(2014) Alex J. Apostolidis et al.   JOURNAL OF RHEOLOGY

Plasma components: properties, differences, and uses

(2012) Richard John Benjamin et al.   TRANSFUSION

Predicting human blood viscosity in silico

(2011) D. A. Fedosov et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Whole blood viscosity in polycythaemia: the effect of iron deficiency at a range of haemoglobin and packed cell volumes

(2010) J. E. W. Pette et al.   BRITISH JOURNAL OF HAEMATOLOGY

RBC Aggregation: More Important than RBC Adhesion to Endothelial Cells as a Determinant ofIn VivoBlood Flow in Health and Disease

(2008) Oguz K. Baskurt et al.   MICROCIRCULATION