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Xin Yang (杨欣)
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Xin Yang (杨欣)
Open Source Code
Medical Image Analysis
Pulmonary embolism detection from CTPA images:
https://github.com/hust-linyi/A-Two-Stage-Convolutional-Neural-Network-for-Pulmonary-Embolism-Detection-From-CTPA-Images
Weakly-supervised prostate cancer detection:
https://github.com/Andysis/co-trained-CADx
Skeleton similarity for vessel segmentation:
https://github.com/ZengqiangYan/SkeletalSimilarityMetric
Joint loss for vessel segmentation:
https://github.com/ZengqiangYan/Joint-Segment-level-and-Pixel-wise-Losses-for-Deep-Learning-based-Retinal-Vessel-Segmentation
Bimodality medical image synthesis:
https://github.com/hust-linyi/Multimodal-Medical-Image-Synthesis
Heart rate estimation from videos dataset:
https://github.com/Andysis/adaptive-patch-selection
Monocular SLAM
Bayesian DeNet (monocular dense mapping):
https://github.com/luohongcheng/BayesianDeNet
Bi-Real Net (1bit CNN):
https://github.com/liuzechun/Bi-Real-net
Feature Extraction
Local Difference Binary (LDB):
http://lbmedia.ece.ucsb.edu/research/binaryDescriptor/web_home/web_home/index.html
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