The big bang of deep learning in ultrasound-guided surgery: a review

N Masoumi, H Rivaz, I Hacihaliloglu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Ultrasound (US) imaging is a paramount modality in many image-guided surgeries and
percutaneous interventions, thanks to its high portability, temporal resolution, and cost …

Self-supervised iRegNet for the Registration of Longitudinal Brain MRI of Diffuse Glioma Patients

RA Zeineldin, ME Karar, F Mathis-Ullrich… - International MICCAI …, 2022 - Springer
Reliable and accurate registration of patient-specific brain magnetic resonance imaging
(MRI) scans containing pathologies is challenging due to tissue appearance changes. This …

Anatomical Region Recognition and Real-time Bone Tracking Methods by Dynamically Decoding A-Mode Ultrasound Signals

B Lan, S Stramigioli, K Niu - arXiv preprint arXiv:2405.19542, 2024 - arxiv.org
Accurate bone tracking is crucial for kinematic analysis in orthopedic surgery and prosthetic
robotics. Traditional methods (eg, skin markers) are subject to soft tissue artifacts, and the …

Inter-Contrast and Inter-Modal Medical Image Registrations: From Traditional Energy-Based to Deep Learning Methods

N Masoumi - 2023 - spectrum.library.concordia.ca
Image registration is a crucial step in many medical image processing pipelines. The
process aligns images of the same tissue taken at different times or with different imaging …

[PDF][PDF] Deep multimodality image-guided system for assisting neurosurgery

R Zeineldin - 2023 - core.ac.uk
Intrakranielle Hirntumoren gehören zu den zehn häufigsten bösartigen Krebsarten und sind
für eine erhebliche Morbidität und Mortalität verantwortlich. Die größte histologische …