Abdominal imaging in ADPKD: beyond total kidney volume
A Caroli, TL Kline - Journal of Clinical Medicine, 2023 - mdpi.com
In the context of autosomal dominant polycystic kidney disease (ADPKD), measurement of
the total kidney volume (TKV) is crucial. It acts as a marker for tracking disease progression …
the total kidney volume (TKV) is crucial. It acts as a marker for tracking disease progression …
Test retest reproducibility of organ volume measurements in ADPKD using 3D multimodality deep learning
Rationale and Objectives Following autosomal dominant polycystic kidney disease
(ADPKD) progression by measuring organ volumes requires low measurement variability …
(ADPKD) progression by measuring organ volumes requires low measurement variability …
Scorp: statistics-informed dense correspondence prediction directly from unsegmented medical images
Statistical shape modeling (SSM) is a powerful computational framework for quantifying and
analyzing the geometric variability of anatomical structures, facilitating advancements in …
analyzing the geometric variability of anatomical structures, facilitating advancements in …
A Primer for Utilizing Deep Learning and Abdominal MRI Imaging Features to Monitor Autosomal Dominant Polycystic Kidney Disease Progression
Abdominal imaging of autosomal dominant polycystic kidney disease (ADPKD) has
historically focused on detecting complications such as cyst rupture, cyst infection …
historically focused on detecting complications such as cyst rupture, cyst infection …
Calculation of Kidney Volumes with Magnetic Resonance in Patients with Autosomal Dominant Polycystic Kidney Disease: Comparison between Methods
S Di Pietro, AG Torcitto, C Marcantoni, G Giordano… - Diagnostics, 2023 - mdpi.com
Autosomal dominant polycystic renal disease (ADPKD) is the most frequent kidney
inheritable disease, characterized by the presence of numerous bilateral renal cysts …
inheritable disease, characterized by the presence of numerous bilateral renal cysts …
Deep learning-based automated kidney and cyst segmentation of autosomal dominant polycystic kidney disease using single vs. multi-institutional data
Purpose This study aimed to investigate if a deep learning model trained with a single
institution's data has comparable accuracy to that trained with multi-institutional data for …
institution's data has comparable accuracy to that trained with multi-institutional data for …
Size Matters: How to Characterize ADPKD Severity by Measuring Total Kidney Volume
Following patients with Autosomal Dominant Polycystic Kidney Disease (ADPKD) has been
challenging because serum biomarkers such as creatinine often remain normal until …
challenging because serum biomarkers such as creatinine often remain normal until …