Sökning: "label nomenclature"

Hittade 2 uppsatser innehållade orden label nomenclature.

  1. 1. A novel nomenclature for the identification of ground truth in medical imaging data : Design, implementation and integration in a large knowledge database

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Edoardo Realini; [2023]
    Nyckelord :Data management; medical imaging; label nomenclature; deep learning; radiology; Datahantering; medicinsk avbildning; etikettnomenklatur; djupinlärning; radiologi;

    Sammanfattning : The annotation of medical images is a critical task for many downstream applications. However, the lack of a unified annotation nomenclature has resulted in inconsistency and ambiguity in the storage and use of such data. In this thesis, we propose and evaluate a novel annotation nomenclature for medical images. LÄS MER

  3. 2. Deep Learning Based Multi-Label Classification of Radiotherapy Target Volumes for Prostate Cancer

    Master-uppsats, KTH/Medicinteknik och hälsosystem

    Författare :Lina Welander; [2019]
    Nyckelord :Multi-label classification; MIQA; INCA; Deep neural network;

    Sammanfattning : An initiative to standardize the nomenclature in Sweden started in 2016 along with the creation of the local database Medical Information Quality Archive (MIQA) and a national radiotherapy register on Information Network for CAncercare (INCA). A problem of identifying the clinical tumor volume (CTV) structures and prescribed dose arose when the consecutive number, which is added to the CTV-name, was made inconsistently in MIQA and INCA. LÄS MER