Data analysis - 11 News from Germany

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Data analysis - 11 News from Germany

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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 ...

data analysis AI software artificial intelligence
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Interpreting Large-Scale Medical Datasets

ScPoli Enables Multi-Scale Representations of Cells and Samples

10-Oct-2023 - The increasing amount of data recorded in medical research can only lead to scientific breakthroughs and essential therapies for patients if interpreted and analyzed correctly. Computer scientists at Helmholtz Munich developed a generative model named scPoli (single-cell population level ...

data analysis artificial intelligence cells
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Quantitative analysis of cell organelles with artificial intelligence

The analysis of cryo-X-Ray-microscopy data still requires a lot of time: AI now identifies structures at high accuracy within a few minutes

21-Jul-2023 - BESSY II's high-brilliance X-rays can be used to produce microscopic images with spatial resolution down to a few tens of nanometres. Whole cell volumes can be examined without the need for complex sample preparation as in electron microscopy. Under the X-ray microscope, the tiny cell organelles ...

data analysis 3d imaging 3D tomography
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Creating an artificial pathologist

Researchers have created a new method to analyze cells in tissue samples from cancer patients using artificial intelligence

14-Apr-2023 - A team from the Max Planck Institute for the Science of Light (MPL) and FAU has created a new, fast and precise method for clinicians to analyse cells in tissue samples from cancer patients without the need for a trained pathologist. They use artificial intelligence to evaluate the data their ...

data analysis artificial intelligence biopsies
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New software based on Artificial Intelligence helps to interpret complex data

Smart compression of noisy data

22-Dec-2022 - Experimental data is often not only highly dimensional, but also noisy and full of artefacts. This makes it difficult to interpret the data. Now a team at HZB has designed software that uses self-learning neural networks to compress the data in a smart way and reconstruct a low-noise version in ...

data analysis AI software artificial intelligence
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How to find marker genes in cell clusters

New method facilitates identification of cell-type specific genes in single-cell data

06-Jul-2022 - The thousands of cells in a biological sample are all different and can be analyzed individually, cell by cell. Based on their gene activity, they can be sorted into clusters. But which genes are particularly characteristic of a given cluster, i.e. what are its “marker genes”? A new statistical ...

data analysis bioinformatics cell analysis
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Neutrinos are lighter than 0.8 electron volts

KATRIN experiment with new world record for precision measurements

16-Feb-2022 - The international KArlsruhe TRItium Neutrino Experiment (KATRIN), located at Karlsruhe Institute of Technology (KIT), has broken an important "barrier" in neutrino physics which is relevant for both particle physics and cosmology. Based on data published in the prestigious journal Nature Physics, ...

data analysis Datenanalyse elemental particles
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Effective through AI in Transplantation Medicine: New Prediction Models for Disease Progression

Project network provides IT platform for clinical data integration, model development and validation

07-Mar-2019 - If radiation or chemotherapy treatment of leukaemias or lymphomas does not bring sufficient success, the transplantation of bone marrow or blood stem cells is usually the only chance of cure. Unfortunately, the majority of patients die despite transplantation, often due to spontaneous infections, ...

data analysis artificial intelligence bone marrow transplants
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New software processes huge amounts of single-cell data

Comprehensive analysis of large gene-expression datasets

13-Feb-2018 - Scientists from the Helmholtz Zentrum München have developed a program that is able to help manage enormous datasets. The software, named Scanpy, is a candidate for analyzing the Human Cell Atlas. “It’s about analyzing gene-expression data of a large number of individual cells,” explains lead ...

data analysis analytical software biostatistics

Core facilities: Widening access to research instrumentation

DFG to fund 10 additional projects

30-Apr-2013 - The Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) has approved funding for ten additional core facilities to make existing research instrumentation more easily and efficiently accessible to researchers. This decision was made by the DFG's Joint Committee. The projects will ...

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