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 …

Advances in TEE-Centric Intraprocedural Multimodal Image Guidance for Congenital and Structural Heart Disease

X Zhang, J Gosnell, V Nainamalai, S Page, S Huang… - Diagnostics, 2023 - mdpi.com
Percutaneous interventions are gaining rapid acceptance in cardiology and revolutionizing
the treatment of structural heart disease (SHD). As new percutaneous procedures of SHD …

Explainable hybrid vision transformers and convolutional network for multimodal glioma segmentation in brain MRI

RA Zeineldin, ME Karar, Z Elshaer, J Coburger… - Scientific reports, 2024 - nature.com
Accurate localization of gliomas, the most common malignant primary brain cancer, and its
different sub-region from multimodal magnetic resonance imaging (MRI) volumes are highly …

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 …

Two-step registration of rigid and non-rigid MR-iUS for brain shift compensation using transfer learning

AH Jalalzadeh, SS Talebi… - 2024 20th CSI …, 2024 - ieeexplore.ieee.org
Accurate removal of brain tumors is always one of the most important challenges for
surgeons, as the continuous change of the brain state after opening the skull and releasing …

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 …

[PDF][PDF] CovidXplus-A New Mobile Application for Image-Guided Diagnosis of COVID-19 Patients

ME Karar, B Ahmad - AIJR Preprints, 2022 - researchgate.net
Patients with unexplained pneumonia were discovered in Wuhan City, China, at the end of
2019, according to the World Health Organization (WHO). Chinese authorities announced …