CNTSeg: A multimodal deep-learning-based network for cranial nerves tract segmentation

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 27.9K citations

Swin Transformer, Convolutional Neural Network, Machine Vision +14

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · 2017 · 24.4K citations

Image Classification, Convolutional Neural Network, Image Analysis +15

Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images

Mark Jenkinson, Peter Bannister, Michael Brady et al. · NeuroImage · 2002 · 9.4K citations

Machine Vision, Engineering, Medical Imaging +14

The minimal preprocessing pipelines for the Human Connectome Project

Matthew F. Glasser, Stamatios N. Sotiropoulos, Joshua Wilson et al. · NeuroImage · 2013 · 5.7K citations · Full text

Functional Genomics, Engineering, Computational Biology +7

Attention U-Net: Learning Where to Look for the Pancreas

Ozan Oktay, Jo Schlemper, Loïc Le Folgoc et al. · ArXiv.org · 2018 · 4.5K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18