Applications of machine learning for simulations of red blood cells in microfluidic devices

Cell Damage Index as Computational Indicator for Blood Cell Activation and Damage

(2018) Markus Gusenbauer et al.   ARTIFICIAL ORGANS

Circulating Tumor Cell Phenotyping via High-Throughput Acoustic Separation

(2018) Mengxi Wu et al.   Small

Effect of spectrin network elasticity on the shapes of erythrocyte doublets

(2018) Masoud Hoore et al.   Soft Matter

Numerical–experimental observation of shape bistability of red blood cells flowing in a microchannel

(2018) Achim Guckenberger et al.   Soft Matter

Classification of red blood cell shapes in flow using outlier tolerant machine learning

(2018) Alexander Kihm et al.   PLoS Computational Biology

Biophysical isolation and identification of circulating tumor cells

(2017) James Che et al.   LAB ON A CHIP

Margination and stretching of von Willebrand factor in the blood stream enable adhesion

(2017) Kathrin Rack et al.   Scientific Reports

Healthy and unhealthy red blood cell detection in human blood smears using neural networks

(2016) Hany A. Elsalamony   MICRON

Simulation study of rare cell trajectories and capture rate in periodic obstacle arrays

(2016) Martin Bušík et al.   Journal of Computational Science

An On-Chip RBC Deformability Checker Significantly Improves Velocity-Deformation Correlation

(2016) Chia-Hung Tsai et al.   Micromachines

An ESPResSo  implementation of elastic objects immersed in a fluid

(2013) I. Cimrák et al.   COMPUTER PHYSICS COMMUNICATIONS

Analysis of Red Blood Cell Deformation under Fast Shear Flow for Better Estimation of Hemolysis

(2013) Masanori Nakamura et al.   International Journal for Numerical Methods in Biomedical Engineering

How Malaria Parasites Reduce the Deformability of Infected Red Blood Cells

(2012) S. Majid Hosseini et al.   BIOPHYSICAL JOURNAL

Adaptive Computation Algorithm for RBF Neural Network

(2011) Hong-Gui Han et al.   IEEE Transactions on Neural Networks and Learning Systems

Efficient and accurate simulations of deformable particles immersed in a fluid using a combined immersed boundary lattice Boltzmann finite element method

(2010) T. Krüger et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

Gmsh: A 3-D finite element mesh generator with built-in pre- and post-processing facilities

(2009) Christophe Geuzaine et al.   INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

Red blood cell deformation in microconfined flow

(2009) Giovanna Tomaiuolo et al.   Soft Matter

Deformability study of breast cancer cells using microfluidics

(2008) H. W. Hou et al.   BIOMEDICAL MICRODEVICES