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Keywords: mechanophenotyping
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Journal Articles

Artificial Neural Network-Aided Computational Approach for Mechanophenotyping of Biological Cells Using Atomic Force Microscopy

Yuvaraj Kamble, Abhishek Raj, Atul Thakur
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Research-Article
J Biomech Eng. July 2023, 145(7): 071007.
Paper No: BIO-22-1218
https://doi.org/10.1115/1.4056916
Published Online: April 8, 2023
... into account, the variation in cell shapes and their effect on the predictions in cell mechanophenotyping. We have developed an artificial neural network (ANN) model which could predict the mechanical properties of biological cells by utilizing the force versus indentation curve of AFM. For cells with 1 μ m...
View Article titled, Artificial Neural Network-Aided Computational Approach for <span class="search-highlight">Mechanophenotyping</span> of Biological Cells Using Atomic Force Microscopy
Open the PDF for Artificial Neural Network-Aided Computational Approach for <span class="search-highlight">Mechanophenotyping</span> of Biological Cells Using Atomic Force Microscopy in another window
Topics: Artificial neural networks, Atomic force microscopy, Simulation, Nanoindentation, Engineering simulation, Platelets, Finite element methods, Finite element model, Testing
Includes: Supplementary data