AIMC Topic: Zebrafish

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Unlocking the Potential of Zebrafish Research with Artificial Intelligence: Advancements in Tracking, Processing, and Visualization.

Medical & biological engineering & computing Aug 9, 2023
Zebrafish have become a widely accepted model organism for biomedical research due to their strong cortisol stress response, behavioral strain differences, and sensitivity to both drug treatments and predators. However, experimental zebrafish studies...
Neural Networks, Computer Artificial Intelligence Deep Learning Zebrafish Animals Algorithms
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Bridging network structures and dynamics: Comment on "Structure and function in artificial, zebrafish and human neural networks" by Ji et al.

Physics of life reviews Jul 17, 2023
Humans Animals Neural Networks, Computer Zebrafish
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Untangling the structure and function of complex neuronal networks: Comment on "Structure and function in artificial, zebrafish and human neural networks".

Physics of life reviews Jul 10, 2023
Neural Networks, Computer Humans Zebrafish Animals Brain
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Neuromodulatory system in network science: Comment on "Structure and function in artificial, zebrafish and human neural networks" by Peng Ji et al.

Physics of life reviews Jun 28, 2023
Neural Networks, Computer Humans Zebrafish Animals
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Toward sustainable culture media: Using artificial intelligence to optimize reduced-serum formulations for cultivated meat.

The Science of the total environment Jun 19, 2023
When considering options for future foods, cell culture approaches are at the fore, however, culture media to support the process has been identified as a significant contributor to the overall global warming potential (GWP) and cost of cultivated me...
Zebrafish Meat Algorithms Artificial Intelligence Culture Media Neural Networks, Computer Animals
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Model discovery to link neural activity to behavioral tasks.

eLife Jun 6, 2023
Brains are not engineered solutions to a well-defined problem but arose through selective pressure acting on random variation. It is therefore unclear how well a model chosen by an experimenter can relate neural activity to experimental conditions. H...
Animals Brain Zebrafish Neurons Neural Networks, Computer
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A deep learning framework for quantitative analysis of actin microridges.

NPJ systems biology and applications Jun 2, 2023
Microridges are evolutionarily conserved actin-rich protrusions present on the apical surface of squamous epithelial cells. In zebrafish epidermal cells, microridges form self-evolving patterns due to the underlying actomyosin network dynamics. Howev...
Deep Learning Zebrafish Animals Actomyosin Actin Cytoskeleton Actins
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More is definitely different: The zebrafish as witness: Comment on "Structure and function in artificial, zebrafish and human neural networks" by Peng Ji et al.

Physics of life reviews May 29, 2023
Humans Neural Networks, Computer Zebrafish Animals
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EmbryoNet: using deep learning to link embryonic phenotypes to signaling pathways.

Nature methods May 8, 2023
Evolutionarily conserved signaling pathways are essential for early embryogenesis, and reducing or abolishing their activity leads to characteristic developmental defects. Classification of phenotypic defects can identify the underlying signaling mec...
Zebrafish Signal Transduction Neural Networks, Computer Animals Algorithms Deep Learning Phenotype
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Structure and function in artificial, zebrafish and human neural networks.

Physics of life reviews Apr 25, 2023
Network science provides a set of tools for the characterization of the structure and functional behavior of complex systems. Yet a major problem is to quantify how the structural domain is related to the dynamical one. In other words, how the divers...
Zebrafish Brain Brain Mapping Neural Networks, Computer Humans Artificial Intelligence Animals
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