Automatic segmentation of body organs in CT scans

Automatic segmentation of body organs in CT scans

Background The increasing amount of medical imaging data acquired in clinical practice constitutes a vast database of untapped diagnostically relevant information. Today, only a small fraction of this information is used during clinical routine or for research due to its…

3D Hand gestures segmentation annotation and correction

3D Hand gestures segmentation annotation and correction

Background Patient-specific models of anatomical structures and pathologies generated from volumetric medical images play an increasingly central role in many aspects of patient care. A key task in the generation of these models is the segmentation of anatomical structures and…

Brain structures segmentation in fetal MRI

Brain structures segmentation in fetal MRI

Background The radiological diagnosis and follow-up of fetal developmental disorders consists of assessing the brain development and gestational age of the fetus on longitudinal studies. Currently, this assessment is obtained by performing various linear measurements on ultrasound images. The linear…

Haptic planning for bones fracture surgery

Haptic planning for bones fracture surgery

Background The aim of orthopaedic trauma surgery is to restore the anatomy and function of displaced bone fragments to support osteosynthesis. For complex cases, including pelvic bone and multi-fragment femoral neck and distal radius fractures, preoperative planning with a CT…

Planning safe insertion trajectories in neurosurgery

Planning safe insertion trajectories in neurosurgery

Background Precise targeting of tumors, lesions, and anatomical structures with a probe, needle, catheter, or electrode inside the brain based on preoperative CT/MRI are nowadays standard tasks in stereotactic neurosurgery. Incorrect placement of the surgical tool may carry a significant…

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