Deep learning in medical image registration: introduction and survey

A Hammoudeh, S Dupont - arXiv preprint arXiv:2309.00727, 2023 - arxiv.org
Image registration (IR) is a process that deforms images to align them with respect to a
reference space, making it easier for medical practitioners to examine various medical …

[HTML][HTML] The use of deep learning in interventional radiotherapy (brachytherapy): a review with a focus on open source and open data

T Fechter, I Sachpazidis, D Baltas - Zeitschrift für Medizinische Physik, 2022 - Elsevier
Deep learning advanced to one of the most important technologies in almost all medical
fields. Especially in areas, related to medical imaging it plays a big role. However, in …

Weakly supervised volumetric prostate registration for MRI-TRUS image driven by signed distance map

M Wu, X He, F Li, J Zhu, S Wang, PD Burstein - Computers in Biology and …, 2023 - Elsevier
Image registration is a fundamental step for MRI-TRUS fusion targeted biopsy. Due to the
inherent representational differences between these two image modalities, though, intensity …

Unsupervised multimodal abdominal tumor registration based on prototype alignment

K Wang, L Zhong, J Wei, X Lu, Y Wang, Y Ding… - … Signal Processing and …, 2024 - Elsevier
In order to accurately diagnose renal tumors, it is necessary to simultaneously analyze the
corticomedullary phase and nephrographic phase of contrast-enhanced CT and T1 …

A Review of Image Processing Methods in Prostate Ultrasound

H Wang, H Wu, Z Wang, P Yue, D Ni, PA Heng… - arXiv preprint arXiv …, 2024 - arxiv.org
Prostate cancer (PCa) poses a significant threat to men's health, with early diagnosis being
crucial for improving prognosis and reducing mortality rates. Transrectal ultrasound (TRUS) …

Exploiting supplementary data and knowledge for improved CNN-based segmentation of prostate structures in T2-weighted MRI

A Meyer - 2022 - repo.bibliothek.uni-halle.de
Magnetic resonance imaging (MRI) is gaining increasing importance for the diagnosis and
treatment of prostate cancer (PCa). One integral part in the analysis of MRI scans is the …