Image data analysis - 7 News

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Image data analysis - 7 News

Tip: You can further refine your news selection by organizations and countries.

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What are the risks of large language or base models when evaluating medical image data?

Researchers describe potential weakness of popular AI models

27-May-2025 - Artificial intelligence (AI) is becoming increasingly important in healthcare and biomedical research, as it could support diagnostics and treatment decisions. Under the leadership of the University Medical Center Mainz and the Else Kröner Fresenius Center (EKFZ) for Digital Health at TU Dresden, ...

image data analysis artificial intelligence diagnostics
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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 ...

image data analysis AI software artificial intelligence
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Self-teaching AI uses pathology images to find similar cases, diagnose rare diseases

New model acts as search engine for large databases of pathology images

14-Oct-2022 - Rare diseases are often difficult to diagnose and predicting the best course of treatment can be challenging for clinicians. Investigators from the Mahmood Lab at Brigham and Women’s Hospital, a founding member of the Mass General Brigham healthcare system, have developed a deep learning ...

image data analysis artificial intelligence databases
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Quick look under the skin

Self-learning algorithms analyze medical imaging data

05-Jan-2021 - Imaging techniques enable a detailed look inside an organism. But interpreting the data is time-consuming and requires a great deal of experience. Artificial neural networks open up new possibilities: They require just seconds to interpret whole-body scans of mice and to segment and depict the ...

image data analysis artificial intelligence artificial neural networks
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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, ...

image data analysis 3d imaging application software
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Neural Hardware for Image Recognition in Nanoseconds

Ultra-fast image sensor with a built-in neural network can be trained to recognize certain objects

06-Mar-2020 - Automatic image recognition is widely used today: There are computer programs that can reliably diagnose skin cancer, navigate self-driving cars, or control robots. Up to now, all this has been based on the evaluation of image data as delivered by normal cameras - and that is time-consuming. ...

image data analysis 2D materials artificial neural networks
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10-fold speed up for the reconstruction of neuronal networks

Flying through the brain thanks to a novel in-browser tool

15-Jun-2017 - Scientists working in „connectomics“, a research field occupied with the reconstruction of neuronal networks in the brain, are aiming at completely mapping of the millions or billions of neurons found in mammalian brains. In spite of impressive advances in electron microscopy, the key bottleneck ...

image data analysis brain brain research

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