Analysis of Microscopic Images: New Open-Source Software Makes AI Models Lighter & Greener

No special knowledge required

26-Jan-2024 - Artificial intelligence (AI) has become an indispensable component in the analysis of microscopic data. However, while AI models are becoming better and more complex, the computing power and associated energy consumption are also increasing. Researchers at the Leibniz-Institut für Analytische ...

Machine learning boosts search for new materials

Scientists have developed deep-learning models that can sift through the massive amounts of data generated by X-ray diffraction techniques

29-Dec-2023 - Scientists from theUniversity of Rochestersay deep learning can supercharge a technique that is already the gold standard for characterizing new materials. In annpj Computational Materialspaper, the interdisciplinary team describes models they developed to better leverage the massive amounts ...

Global guidelines to improve the quality of microscopy images in scientific publications

21-Sep-2023 - As part of a global initiative, researchers have drawn up guidelines for the publication of microscopy images in scientific outlets. The criteria, summarized in the form of checklists, form the basis for ensuring that published images in the field of life sciences and medicine are intelligible ...

Metallographic image analysis in second

TGFS invests in start-up for AI-based software for microstructure analysis

21-Sep-2023 - TGFS Technologiegründerfonds Sachsen announces its investment in MiViA GmbH. MiViA is a spin-off of the Institute for Metal Forming at TU Bergakademie Freiberg. At the interface between materials and AI expertise, the founding team has developed mivia.ai, a product to accelerate and standardize ...

Scientific image analysis for everyone

New software enables automated analysis of image data without programming knowledge

01-Feb-2023 - The software JIPipe was developed by scientists at the Leibniz Institute for Natural Product Research and Infection Biology (Leibniz-HKI) and significantly simplifies the analysis of images generated in research. Users can create flowcharts according to their application needs and thus perform ...

Making sense of what you see in biomedical images

The conventional procedure requires 77 hours, compared to 9 hours with Biomedisa

11-Nov-2020 - Sometimes an image is just an image. Sometimes it gives those who can read it correctly a deeper insight into what they can see. In many scientific disciplines, the key to extracting meaningful information from large three-dimensional images, obtained from X-ray tomography or optical microscopy, ...

Synchro swimmers under the microscope

New insights into collective movement of bacteria

20-Dec-2019 - Not only birds, fish and even crowds of people show collective movement patterns, motile bacteria also form currents and vortices when their cell density exceeds a certain size. Researchers at the Max Planck Institute for terrestrial Microbiology in Marburg have now been able to show how swarm ...

Anton Paar acquires product line for particle characterization

08-Jun-2017 - Anton Paar expands the product portfolio for particle characterization by the acquisition of the corresponding division from CILAS (Orléans, France). The PSA instruments are based on the light scattering principle or image analysis. They give information about the size distribution and shape of ...

Method improves accuracy of imaging systems

09-Feb-2017 - New research provides scientists looking at single molecules or into deep space a more accurate way to analyze imaging data captured by microscopes, telescopes and other devices. The improved method for determining the position of objects captured by imaging systems is the result of new research ...

New technique provides detailed views of metals’ crystal structure

Method uses readily available tools to quickly determine materials’ properties.

12-Jul-2016 - Researchers at MIT and elsewhere have developed a new combination of methods that can provide detailed information about the microstructure of polycrystalline metals. Such materials — composed of a random matrix of multiple small crystals rather than one single large crystal — are widely used for ...