Essays about: "medical radiology thesis"

Showing result 1 - 5 of 14 essays containing the words medical radiology thesis.

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

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

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

    Abstract : 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. READ MORE

  3. 2. Exploring Patient Classification Based on Medical Records : The case of implant bearing patients

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : Benjamin Danielsson; [2022]
    Keywords : ;

    Abstract : In this thesis, the application of transformer-based models on the real-world task of identifying patients as implant bearing is investigated. The task is approached as a classification task and five transformer-based models relying on the BERT architecture are implemented, along with a Support Vector Machine (SVM) as a baseline for comparison. READ MORE

  4. 3. Image Similarity Scoring for Medical Images in 3D

    University essay from Linköpings universitet/Datorseende

    Author : Felicia Castenbrandt; [2022]
    Keywords : CT; Medical Image Processing; Similarity Scoring;

    Abstract : Radiologists often have to look through many different patients and examinations in quick succession, and to aid in the workflow the different types of images should be presented for the radiologist in the same manner and order between each new examination. Thus decreasing the time needed for the radiologist to either find the correct image or rearrange the images to their liking. READ MORE

  5. 4. Improving management of patient flow at Radiology Department using Simulation Models

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Kingsly Anand Agasteen Anantharaj; [2021]
    Keywords : Production planning; Capacity planning; Bottleneck; Patient flow; Demand forecast; Produktionsplanering; Kapacitetsplanering; Flaskhals; Patientflöde; Efterfrågan;

    Abstract : The Swedish healthcare system is considered to have good healthcare productivity and efficiency with moderate cost but seems to have some future challenges. Sweden is moving towards the aging population as it requires development in medical care techniques and technologies to provide care to elderly patients. READ MORE

  6. 5. Building a Medical Recommendation System : A case study on digitalizing evidence-based radiology

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Fabian Persson; [2020]
    Keywords : BERT; Natural Language Processing; Radiology; Recommender System;

    Abstract : In this thesis, we show how a text-based Recommendation Systems can greatly benefit from neural statistical language models, more particularly BERT. We evaluate the framework on a digital and collaborative platform for radiologists, by automatically suggesting scientific papers from the medical database PubMed, to provide evidence in diagnostic radiology. READ MORE