AIMC Topic: Cell Culture Techniques

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An innovative hybrid modeling approach for simultaneous prediction of cell culture process dynamics and product quality.

Biotechnology journal Mar 1, 2024
The use of hybrid models is extensively described in the literature to predict the process evolution in cell cultures. These models combine mechanistic and machine learning methods, allowing the prediction of complex process behavior, in the presence...
Machine Learning Cell Culture Techniques
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Artificial Intelligence Supports Automated Characterization of Differentiated Human Pluripotent Stem Cells.

Stem cells (Dayton, Ohio) Sep 15, 2023
Revolutionary advances in AI and deep learning in recent years have resulted in an upsurge of papers exploring applications within the biomedical field. Within stem cell research, promising results have been reported from analyses of microscopy image...
Humans Artificial Intelligence Cell Differentiation Hepatocytes Cell Culture Techniques Pluripotent Stem Cells
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Applying Machine Learning to Stem Cell Culture and Differentiation.

Current protocols Sep 1, 2021
Machine learning techniques are increasingly becoming incorporated into biological research workflows in a variety of disciplines, most notably cancer research and drug discovery. Efforts in stem cell research comparatively lag behind. We detail key ...
Machine Learning Precision Medicine Stem Cells Cell Differentiation Cell Culture Techniques
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Deep learning guided image-based droplet sorting for on-demand selection and analysis of single cells and 3D cell cultures.

Lab on a chip Mar 3, 2020
Uncovering the heterogeneity of cellular populations and multicellular constructs is a long-standing goal in fields ranging from antimicrobial resistance to cancer research. Emerging technology platforms such as droplet microfluidics hold the promise...
Animals Deep Learning Cell Movement Microfluidics Cell Culture Techniques Spheroids, Cellular
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Closed-Loop Systems and In Vitro Neuronal Cultures: Overview and Applications.

Advances in neurobiology Jan 1, 2019
One of the main limitations preventing the realization of a successful dialogue between the brain and a putative enabling device is the intricacy of brain signals. In this perspective, closed-loop in vitro systems can be used to investigate the inter...
Humans Neural Networks, Computer Brain In Vitro Techniques Robotics Neurons Cell Culture Techniques Nerve Net
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Automated analysis of food-borne pathogens using a novel microbial cell culture, sensing and classification system.

The Analyst Feb 21, 2016
We hereby report the design and implementation of an Autonomous Microbial Cell Culture and Classification (AMC(3)) system for rapid detection of food pathogens. Traditional food testing methods require multistep procedures and long incubation period,...
Humans Neural Networks, Computer Artificial Intelligence Support Vector Machine Escherichia coli Food Microbiology Quality Control Automation Electrochemistry Cell Culture Techniques Staphylococcus epidermidis
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[Effects of Browning Inhibitors on Suspension Cells Growth and Secondary Metabolites Production in Changium smyrnioides].

Zhong yao cai = Zhongyaocai = Journal of Chinese medicinal materials Nov 1, 2015
OBJECTIVE: To study the effects of browning inhibitors on Changium smyrnioides suspension cells growth and secondary metabolites production.
Culture Media Phenols Chromatography, High Pressure Liquid Cell Culture Techniques Coumarins Furocoumarins 5-Methoxypsoralen Apiaceae Methoxsalen Salicylic Acid
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