Leica Microsystems, a leader in microscopes and scientific instruments, has released version 12 of Aivia, the company’s flagship AI image analysis software. Aivia 12 incorporates the Cellpose deep learning model to tackle high-density neuron images, improving somatic cell detection by as much as 46%. This release also streamlines his AI-enabled 3D tracing of Golgi-stained images with new updates to the neuron analysis workflow. Neuroscientists can now harness the power of AI to study neuron morphology with little or no AI training.
Additionally, Aivia 12 brings new and improved capabilities to all researchers. It incorporates new spatial biology measures and interactive plots for data exploration using tools such as Pearson correlation coefficient heat maps and violin plots. By running four models directly within Aivia, Aivia aims to support the Bioimage.IO Model Zoo’s mission to make deep learning models more accessible to the bioimaging community. Additionally, automatic 3D object detection using AI-based parameter estimation by Aivia That Learns was iteratively optimized and enhanced. These advances will enable all researchers to tap into AI and unlock previously unreachable insights.
With Aivia 12, Leica Microsystems is empowering the scientific community to accelerate the pace of discovery, propelling us towards realizing the potential of life. Using his latest Aivia, neuroscientists will be able to push the boundaries of knowledge both at the single-neuron level and in brain-mapping efforts, making this a useful tool for testing the effects of new drugs on brain tissue. It can be a differentiated solution. ”
Luciano Lucas, Director of Data & Analysis, Leica Microsystems
“The introduction of artificial intelligence to the study of neuron morphology reduces the time spent manually segmenting and tracing neurons. We get insights and discoveries faster without the need for training,” said Won Yung Choi. Product Manager – Leica Microsystems data and analytics. “Aivia 12 will make artificial intelligence more accessible to biological researchers.”
Aivia 12 is available in a subscription model, giving users the flexibility to choose a plan that fits their lab’s needs. His current Aivia subscribers will have immediate access to his Aivia 12 as per their subscription plan.
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Reference magazine:
Stringer, C., other. (2021). Cellpose: A generic algorithm for cell segmentation. nature method. doi.org/10.1038/s41592-020-01018-x.
