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Progress and opportunities for machine learning in materials and processes of additive manufacturing
In recent years, there has been widespread adoption of machine learning (ML) technologies
to unravel intricate relationships among diverse parameters in various additive …
to unravel intricate relationships among diverse parameters in various additive …
[HTML][HTML] Biomaterials/bioinks and extrusion bioprinting
Bioinks are formulations of biomaterials and living cells, sometimes with growth factors or
other biomolecules, while extrusion bioprinting is an emerging technique to apply or deposit …
other biomolecules, while extrusion bioprinting is an emerging technique to apply or deposit …
A review on cell damage, viability, and functionality during 3D bioprinting
Abstract Three-dimensional (3D) bioprinting fabricates 3D functional tissues/organs by
accurately depositing the bioink composed of the biological materials and living cells. Even …
accurately depositing the bioink composed of the biological materials and living cells. Even …
Printability and cell viability in extrusion-based bioprinting from experimental, computational, and machine learning views
A Malekpour, X Chen - Journal of functional biomaterials, 2022 - mdpi.com
Extrusion bioprinting is an emerging technology to apply biomaterials precisely with living
cells (referred to as bioink) layer by layer to create three-dimensional (3D) functional …
cells (referred to as bioink) layer by layer to create three-dimensional (3D) functional …
Emerging 3D printing technologies for drug delivery devices: Current status and future perspective
Abstract The 'one-size-fits-all'approach followed by conventional drug delivery platforms
often restricts its application in pharmaceutical industry, due to the incapability of adapting to …
often restricts its application in pharmaceutical industry, due to the incapability of adapting to …
Hydrogels and bioprinting in bone tissue engineering: creating artificial stem‐cell niches for in vitro models
Advances in bioprinting have enabled the fabrication of complex tissue constructs with high
speed and resolution. However, there remains significant structural and biological …
speed and resolution. However, there remains significant structural and biological …
Advancing 3D bioprinting through machine learning and artificial intelligence
Abstract 3D bioprinting, a vital tool in tissue engineering, drug testing, and disease
modeling, is increasingly integrated with machine learning (ML) and artificial intelligence …
modeling, is increasingly integrated with machine learning (ML) and artificial intelligence …
Predicting the number of printed cells during inkjet-based bioprinting process based on droplet velocity profile using machine learning approaches
In this work, our proof-of-concept study can be used to predict the number of cells within
printed droplets based on droplet velocity at two different points along the nozzle-substrate …
printed droplets based on droplet velocity at two different points along the nozzle-substrate …
Gelatin methacryloyl (GelMA)-based biomaterial inks: process science for 3D/4D printing and current status
Tissue engineering for injured tissue replacement and regeneration has been a subject of
investigation over the last 30 years, and there has been considerable interest in using …
investigation over the last 30 years, and there has been considerable interest in using …
3D bioprinting photo-crosslinkable hydrogels for bone and cartilage repair
Q Mei, J Rao, HP Bei, Y Liu… - International journal of …, 2021 - pmc.ncbi.nlm.nih.gov
Three-dimensional (3D) bioprinting has become a promising strategy for bone
manufacturing, with excellent control over geometry and microarchitectures of the scaffolds …
manufacturing, with excellent control over geometry and microarchitectures of the scaffolds …