efficient-networks

There are 3 repositories under efficient-networks topic.

  • wpf535236337/real-time-network

    real-time network architecture for mobile devices and semantic segmentation

    39634283

  • xuxw98/DSPDet3D

    [arXiv 2023] 3D Small Object Detection with Dynamic Spatial Pruning

    Language:Python82233
  • Fibro-CoSANet

    zabir-nabil/Fibro-CoSANet

    Idiopathic pulmonary fibrosis (IPF) is a restrictive interstitial lung disease that causes lung function decline by lung tissue scarring. Although lung function decline is assessed by the forced vital capacity (FVC), determining the accurate progression of IPF remains a challenge. To address this challenge, we proposed Fibro-CoSANet, a novel end-to-end multi-modal learning-based approach, to predict the FVC decline. Fibro-CoSANet utilized CT images and demographic information in convolutional neural network frameworks with a stacked attention layer. Extensive experiments on the OSIC Pulmonary Fibrosis Progression Dataset demonstrated the superiority of our proposed Fibro-CoSANet by achieving the new state-of-the-art modified Laplace Log-Likelihood score of -6.68. This network may benefit research areas concerned with designing networks to improve the prognostic accuracy of IPF.

    Language:Python17213