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Daguang Xu

Nvidia

63

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831

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A Cascaded Deep Learning-Based Artificial Intelligence Algorithm for Automated Lesion Detection and Classification on Biparametric Prostate Magnetic Resonance Imaging.

2021 Academic Radiology
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Improving Pneumonia Localization via Cross-Attention on Medical Images and Reports.

2021 MICCAI | Medical Image Computing and Computer-Assisted Intervention
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DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation

2021 | IEEE Conference on Computer Vision and Pattern Recognition
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The Power of Proxy Data and Proxy Networks for Hyper-Parameter Optimization in Medical Image Segmentation

2021 arXiv: Image and Video Processing
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T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging

2021 ICCV | International Conference on Computer Vision
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Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation

2021 IEEE Transactions on Medical Imaging
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Federated learning improves site performance in multicenter deep learning without data sharing.

2021 Journal of the American Medical Informatics Association
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The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image Segmentation

2021 MICCAI | Medical Image Computing and Computer-Assisted Intervention
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Generalized chest CT and lab curves throughout the course of COVID-19.

2021 Scientific Reports
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Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures

2021 MICCAI | Medical Image Computing and Computer-Assisted Intervention
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