Essays about: "Medical Image analysis"

Showing result 21 - 25 of 109 essays containing the words Medical Image analysis.

  1. 21. Detecting red blood cells and platelets in blood smears using a single multi-class object detector

    University essay from Lunds universitet/Matematik LTH

    Author : Timothy Burfield; Sophia Carlsson; [2022]
    Keywords : Mathematics and Statistics;

    Abstract : Blood analysis is an integral part of diagnostic medicine and used in most medical fields. The concentrations of red blood cells and platelets, and ratio between these, are used for diagnosing several diseases. CellaVision develops machines and software for automatically capturing images of blood sample smears and detecting its cellular contents. READ MORE

  3. 22. Explanation Methods for a Medical Image Classifier by Analysis of its Uncertainty

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

    Author : Sanskar Gupta; [2022]
    Keywords : Uncertainty; Confidences; Calibration; Clustering; Multiclass classification;

    Abstract : Over the last decade, neural networks have reached almost every field of science and technology. They have become a crucial part of various real-world applications, such as medical imaging. READ MORE

  4. 23. An Application of Channelized Hotelling Observer for Optimization of CT Scanning Protocols

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Yuting Wang; [2022]
    Keywords : ;

    Abstract : Low contrast detection tasks like detecting a lesion in an image are of high importance in medical image diagnostics. If performed by human observers, the results are subjective, and the reproducibility is limited. READ MORE

  5. 24. Tailored Deep Degression for use on MRI-Scan Analysis

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

    Author : Filip Marttala; [2022]
    Keywords : MRI; UK Biobank; Age Prediction; Liver Fat Prediction;

    Abstract : UK Biobank is a British clinical study containing over 40 000 Magnetic Resonance Images (MRI) with 100 000 MRI planned of participants aged 44-82 as well as a large amount of related medical data. Analyzing these images with a neural network to find relations between the information in an MRI image and various medical data could lead to interesting medical revelations. READ MORE

  6. 25. Voxel-wise Longitudinal Analysis of Weight Gain from Different Dietary Fats using Image Registration-Based "Imiomics" Analysis

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion

    Author : Vendela Andersson; [2022]
    Keywords : Image registration; Imiomics; Radiology; Magnetic Resonance Imaging;

    Abstract : There is an emerging global epidemic of obesity and related complications, such as type 2diabetes (T2D). Alterations in body composition (adipose tissue, muscle volume and fatcontents) are known to be associated with an increased metabolic risk. Understanding of theunderlying mechanisms is key for development of novel intervention strategies. READ MORE