31 citations · 41 across the 13 of their papers we have counts for
4 papers · 1 filter
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation
Zihao Wang, Yingyu Yang, Yuzhou Chen +4
Cross-modality image segmentation aims to segment the target modalities using a method designed in the source modality. Deep generative models can translate the target modality ima…
Combining Bayesian and Deep Learning Methods for the Delineation of the Fan in Ultrasound Images
Hind Dadoun, Hervé Delingette, Anne-Laure Rousseau +2
Ultrasound (US) images usually contain identifying information outside the ultrasound fan area and manual annotations placed by the sonographers during exams. For those images to b…
Anatomically Consistent Segmentation of Organs at Risk in MRI with Convolutional Neural Networks
Pawel Mlynarski, Hervé Delingette, Hamza Alghamdi +2
Planning of radiotherapy involves accurate segmentation of a large number of organs at risk, i.e. organs for which irradiation doses should be minimized to avoid important side eff…
Robust Cochlear Modiolar Axis Detection in CT
Wilhelm Wimmer, Clair Vandersteen, Nicolas Guevara +2
The cochlea, the auditory part of the inner ear, is a spiral-shaped organ with large morphological variability. An individualized assessment of its shape is essential for clinical…