Medical Image Analysis高引用文章

• A deep learning model integrating FCNNs and CRFs for brain tumor segmentation

  引用次数：88

• Generative adversarial network in medical imaging: A review

  引用次数：84

• Attention gated networks: Learning to leverage salient regions in medical images

  引用次数：56

• A deep learning framework for unsupervised affine and deformable image registration

  引用次数：51

• Not-so-supervised: A survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

  引用次数：44

• Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation

  引用次数：42

• Landmark-based deep multi-instance learning for brain disease diagnosis

  引用次数：37

• Learning normalized inputs for iterative estimation in medical image segmentation

  引用次数：37

• Weakly-supervised convolutional neural networks for multimodal image registration

  引用次数：34

• Fully convolutional multi-scale residual DenseNets for cardiac segmentation and automated cardiac diagnosis using ensemble of classifiers

  引用次数：34