Essays about: "Uncertainty Quantification UQ"

Found 4 essays containing the words Uncertainty Quantification UQ.

  1. 1. Uncertainty Quantification in Deep Learning for Breast Cancer Classification in Point-of-Care Ultrasound Imaging

    University essay from Lunds universitet/Matematik LTH

    Author : Marisa Wodrich; [2024]
    Keywords : Uncertainty quantification; Deep learning; Breast cancer classification; Trustworthy AI; Point-of-care ultrasound; Mathematics and Statistics;

    Abstract : Breast cancer is the most common type of cancer worldwide with an estimate of 2.3 million new cases in 2020, and the number one cause of cancer-related deaths in women. READ MORE

  3. 2. Uncertainty Estimation in Volumetric Image Segmentation

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Donggyun Park; [2023]
    Keywords : Uncertainty Estimation; Uncertainty Quantification UQ ; Volumetric Image Segmentation; 3D U-Net; test-time data augmentation; Deep ensemble;

    Abstract : The performance of deep neural networks and estimations of their robustness has been rapidly developed. In contrast, despite the broad usage of deep convolutional neural networks (CNNs)[1] for medical image segmentation, research on their uncertainty estimations is being far less conducted. READ MORE

  4. 3. Numerical methods for the wave equation with uncertainty

    University essay from KTH/Numerisk analys, NA

    Author : Benjamin David Weber; [2019]
    Keywords : ;

    Abstract : The problem of uncertainty quantification for the wave equation with random scatterers is explained and motivated. The background of various methods for solving hyperbolic partial differential equations is discussed, and the details of the numerical solution method used are explained. READ MORE

  5. 4. Investigating Validation of a Simulation Model for Development and Certification of Future Fighter Aircraft Fuel Systems

    University essay from Linköpings universitet/Reglerteknik

    Author : Markus Vilhelmsson; Isac Strömberg; [2016]
    Keywords : MBSE; Simulation; Uncertainty Quantification; Aircraft; Fuel System; Certification;

    Abstract : In this thesis a method for verification, validation and uncertainty quantification (VV&UQ) has been tested and evaluated on a fuel transfer application in the fuel rig currently used at Saab. A simplified model has been developed for the limited part of the fuel system in the rig that is affected in the transfer, and VV&UQ has been performed on this model. READ MORE