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  1. Big data in the ER

    Osaka University researchers used a large dataset of trauma patients in Japan to determine the characteristics and biomarkers most strongly associated with ...

    存在位置 Research Info / 2022
  2. City digital twins help train deep learning models to separate building facades

    To automatically generate data for training deep convolutional neural network models to segment building facades, researchers from Osaka University used a ...

    存在位置 Research Info / 2022
  3. Cutting through the noise: AI enables high-fidelity quantum computing

    SANKEN researchers achieved over 95% accuracy when reading the output spin states of qubits by implementing machine learning. By using deep neural networks, ...

    存在位置 Research Info / 2021
  4. Drug-resistant bacteria flaunt their curves

    Researchers from Osaka University have found that applying deep learning to electron microscope images can distinguish drug-resistant bacteria from ...

    存在位置 Research Info / 2022
  5. Eye in the sky

    Osaka University researchers employed generative adversarial networks to more accurately construct datasets for aerial images of building that are obscured by ...

    存在位置 Research Info / 2021
  6. Paint the town

    Osaka University researchers use machine learning to automate the classification of building type and color from street view images. By comparing with ...

    存在位置 Research Info / 2021
  7. Streaming from the future

    Osaka University researchers created a diminished reality system for providing a future view of a building to be demolished. By implementing generative ...

    存在位置 Research Info / 2022
  8. Walking patterns of movement disorders shared among worms, mice, and humans

    Osaka University researchers use “domain adversarial” machine learning to remove the differences between animal and human walking trajectory data. This work ...

    存在位置 Research Info / 2021
  9. X-ray street vision

    Osaka University researchers used the AI method called adversarial generative networks trained with a custom-made cityscape dataset to digitally remove objects ...

    存在位置 Research Info / 2021
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