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The VESSEL12 challenge compares methods for automatic (and semi-automatic) segmentation of blood vessels in the lungs from CT images.
The LUNA16 challenge: automatic nodule detection on chest CT
Stereo Correspondence and Reconstruction of Endoscopic Data
Tumor Detection, Segmentation and Classification Challenge on Automated 3D Breast Ultrasound
Classification of breast MRI studies on a heterogeneous dataset