Related Experiment Video

Updated: May 17, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
04:09

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Published on: October 10, 2018

8.2K

Deep learning-based uncertainty quantification for quality assurance in hepatobiliary imaging-based techniques

Yashbir Singh, Jesper B Andersen, Quincy Hathaway

    Oncotarget
    |April 4, 2025
    PubMed
    Summary

    Deep learning models improve diagnostic accuracy in hepatobiliary imaging. Uncertainty quantification and novel networks like AHUNet enhance reliability for detecting cancer and precancerous lesions.

    Keywords:
    deep learninghepatobiliary imagingradiologyuncertainty quantification

    More Related Videos

    Author Spotlight: A Non-Invasive Tool to Assess and Differentiate Fat Patterns in Liver Using 3D Dixon MRI05:37

    Author Spotlight: A Non-Invasive Tool to Assess and Differentiate Fat Patterns in Liver Using 3D Dixon MRI

    Published on: October 20, 2023

    1.2K
    Novel In Vivo Micro-Computed Tomography Imaging Techniques for Assessing the Progression of Non-Alcoholic Fatty Liver Disease08:41

    Novel In Vivo Micro-Computed Tomography Imaging Techniques for Assessing the Progression of Non-Alcoholic Fatty Liver Disease

    Published on: March 24, 2023

    1.0K

    Related Concept Videos

    Ultrasonography01:17

    Ultrasonography

    Ultrasonography is an imaging technique that uses high-frequency sound waves to visualize the body's internal structures. It is a non-invasive and safe procedure that does not involve the use of ionizing radiation, making it widely used in various medical fields. Ultrasonography is used to study heart function, blood flow in the neck or extremities, certain conditions such as gallbladder disease, and fetal growth and development.
    During an ultrasonography procedure, a handheld device called...
    4.2K