Training-free guidance of a pretrained 3D rectified flow model enables weakly-supervised lung nodule segmentation using only image-level labels and produces improved results on the LUNA16 dataset.
Medsyn: text-guided anatomy-aware synthesis of high-fidelity 3-d ct images.IEEE Transactions on Medical Imaging, 43(10):3648–3660
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Weakly-Supervised Lung Nodule Segmentation via Training-Free Guidance of 3D Rectified Flow
Training-free guidance of a pretrained 3D rectified flow model enables weakly-supervised lung nodule segmentation using only image-level labels and produces improved results on the LUNA16 dataset.