Kidney segmentation in renal magnetic resonance imaging-current status and prospects
Magnetic resonance imaging has achieved an increasingly important role in the clinical
work-up of renal diseases such chronic kidney disease (CKD). A large panel of parameters …
work-up of renal diseases such chronic kidney disease (CKD). A large panel of parameters …
Rethinking alignment and uniformity in unsupervised image semantic segmentation
Unsupervised image segmentation aims to match low-level visual features with semantic-
level representations without outer supervision. In this paper, we address the critical …
level representations without outer supervision. In this paper, we address the critical …
Automated segmentation of kidney cortex and medulla in CT images: a multisite evaluation study
P Korfiatis, A Denic, ME Edwards… - Journal of the …, 2022 - journals.lww.com
Background In kidney transplantation, a contrast CT scan is obtained in the donor candidate
to detect subclinical pathology in the kidney. Recent work from the Aging Kidney Anatomy …
to detect subclinical pathology in the kidney. Recent work from the Aging Kidney Anatomy …
Simultaneous vessel segmentation and unenhanced prediction using self-supervised dual-task learning in 3D CTA (SVSUP)
Background and objective: The vessel segmentation in CT angiography (CTA) provides an
important basis for automatic diagnosis and hemodynamics analysis. Virtual unenhanced …
important basis for automatic diagnosis and hemodynamics analysis. Virtual unenhanced …
[HTML][HTML] Virtual and augmented reality systems and three-dimensional printing of the renal model—novel trends to guide preoperative planning for renal cancer
CG Moldovanu - Asian Journal of Urology, 2024 - Elsevier
Objective The study aims to explore the application of three-dimensional (3D) technologies,
including virtual reality, augmented reality, and 3D printing systems, in the field of medicine …
including virtual reality, augmented reality, and 3D printing systems, in the field of medicine …
Attentional adversarial training for few-shot medical image segmentation without annotations
B Awudong, Q Li, Z Liang, L Tian, J Yan - Plos one, 2024 - journals.plos.org
Medical image segmentation is a critical application that plays a significant role in clinical
research. Despite the fact that many deep neural networks have achieved quite high …
research. Despite the fact that many deep neural networks have achieved quite high …
MRI-based classification of neuropsychiatric systemic lupus erythematosus patients with self-supervised contrastive learning
F Inglese, M Kim, GM Steup-Beekman… - Frontiers in …, 2022 - frontiersin.org
Introduction/Purpose Systemic lupus erythematosus (SLE) is a chronic auto-immune
disease with a broad spectrum of clinical presentations, including heterogeneous …
disease with a broad spectrum of clinical presentations, including heterogeneous …
[HTML][HTML] Improving automatic renal segmentation in clinically normal and abnormal paediatric DCE-MRI via contrast maximisation and convolutional networks for …
H Asaturyan, B Villarini, K Sarao, JS Chow, O Afacan… - Sensors, 2021 - mdpi.com
There is a growing demand for fast, accurate computation of clinical markers to improve
renal function and anatomy assessment with a single study. However, conventional …
renal function and anatomy assessment with a single study. However, conventional …
MR Perfusion Imaging for Kidney Disease
M Wu, JL Zhang - Magnetic Resonance Imaging Clinics, 2024 - mri.theclinics.com
Different from most other organs, the kidneys receive arterial blood not merely for consuming
the delivered oxygen, but more importantly for filtering the blood. 1 Blood flow of a healthy …
the delivered oxygen, but more importantly for filtering the blood. 1 Blood flow of a healthy …
Quantitative evaluation of chronically obstructed kidneys from noncontrast computed tomography based on deep learning
Z Sun, Y Cui, X Liu, Z Lin, W Liu, X Wang… - European Journal of …, 2021 - Elsevier
Objective To quantitatively report renal parenchymal volume (RPV), renal sinus volume
(RSV), and renal parenchymal density (RPD) for chronically obstructed kidneys from …
(RSV), and renal parenchymal density (RPD) for chronically obstructed kidneys from …