MM-WHS

Multi-modality whole heart segmentation, 3D heart reconstruction based on MRI acquisitions. The final model was computed using marching cubes through the acquisition volume, based on ground truth data made available through the MM-WHS 2017 competition.

[1] Xiahai Zhuang and Juan Shen: Multi-scale patch and multi-modality atlases for whole heart segmentation of MRI,
Medical Image Analysis 31: 77-87, 2016.

[2] Xiahai Zhuang: Challenges and Methodologies of Fully Automatic Whole Heart Segmentation: A Review,
Journal of Healthcare Engineering 4 (3): 371-407, 2013.

[3] X. Zhuang, et al.: Multi-atlas whole heart segmentation of CT data using conditional entropy for atlas ranking and selection,
Medical physics 42 (7), 3822-3833.

[4] X. Zhuang, et al.: A Registration-Based Propagation Framework for Automatic Whole Heart Segmentation of Cardiac MRI,
IEEE Transactions on Medical Imaging, 29 (9): 1612-1625, 2010.