Vanessa Gonzalez Duque
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View article: Ultrasound segmentation analysis via distinct and completed anatomical borders
Ultrasound segmentation analysis via distinct and completed anatomical borders Open
View article: Muscle volume quantification: guiding transformers with anatomical priors
Muscle volume quantification: guiding transformers with anatomical priors Open
Muscle volume is a useful quantitative biomarker in sports, but also for the follow-up of degenerative musculo-skelletal diseases. In addition to volume, other shape biomarkers can be extracted by segmenting the muscles of interest from me…
View article: Can ultrasound confidence maps predict sonographers' labeling variability?
Can ultrasound confidence maps predict sonographers' labeling variability? Open
Measuring cross-sectional areas in ultrasound images is a standard tool to evaluate disease progress or treatment response. Often addressed today with supervised deep-learning segmentation approaches, existing solutions highly depend upon …
View article: LOTUS: Learning to Optimize Task-based US representations
LOTUS: Learning to Optimize Task-based US representations Open
Anatomical segmentation of organs in ultrasound images is essential to many clinical applications, particularly for diagnosis and monitoring. Existing deep neural networks require a large amount of labeled data for training in order to ach…
View article: Muscle Volume Quantification: Guiding Transformers with Anatomical Priors
Muscle Volume Quantification: Guiding Transformers with Anatomical Priors Open
View article: Spatio-Temporal Consistency and Negative Label Transfer for 3D Freehand US Segmentation
Spatio-Temporal Consistency and Negative Label Transfer for 3D Freehand US Segmentation Open