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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 ...
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2022
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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 ...
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2022
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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 ...
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2022
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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 ...
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2022
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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 ...
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2021
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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 ...
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2021
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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 ...
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2021
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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 ...
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2021
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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, ...
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2021