Segmentation of ADPKD Computed Tomography Images with Deep Learning Approach for Predicting Total Kidney Volume

Segmentation of ADPKD Computed Tomography Images with Deep Learning Approach for Predicting Total Kidney Volume

<b>Background:</b> Total Kidney Volume (TKV) is widely used globally to predict the progressive loss of renal function in patients with Autosomal Dominant Polycystic Kidney Disease (ADPKD). Typically, TKV is calculated using Computed Tomography (CT) images by manually locating, delineati...

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Bibliographic Details
Main Authors: Ting-Wen Sheng, Djeane Debora Onthoni, Pushpanjali Gupta, Tsong-Hai Lee, Prasan Kumar Sahoo
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Biomedicines
Subjects:
polycystic kidney disease
total kidney volume
non-contrast computed tomography
contrast computed tomography
deep learning
segmentation
Online Access:https://www.mdpi.com/2227-9059/13/2/263
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