Pancreatic Mass Characterization Using IVIM-DKI MRI and Machine Learning-Based Multi-Parametric Texture Analysis

Pancreatic Mass Characterization Using IVIM-DKI MRI and Machine Learning-Based Multi-Parametric Texture Analysis

Non-invasive characterization of pancreatic masses aids in the management of pancreatic lesions. Intravoxel incoherent motion-diffusion kurtosis imaging (IVIM-DKI) and machine learning-based texture analysis was used to differentiate pancreatic masses such as pancreatic ductal adenocarcinoma (PDAC),...

Full description

Bibliographic Details
Main Authors: Archana Vadiraj Malagi, Sivachander Shivaji, Devasenathipathy Kandasamy, Raju Sharma, Pramod Garg, Siddhartha Datta Gupta, Shivanand Gamanagatti, Amit Mehndiratta
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Bioengineering
Subjects:
artificial neural network
diffusion kurtosis imaging
diffusion-weighted imaging
intravoxel incoherent motion
pancreas
texture analysis
Online Access:https://www.mdpi.com/2306-5354/10/1/83

Internet

https://www.mdpi.com/2306-5354/10/1/83

Similar Items