Essays about: "medicinsk bildvetenskap"

Showing result 1 - 5 of 11 essays containing the words medicinsk bildvetenskap.

  1. 1. Neuromorphic Medical Image Analysis at the Edge : On-Edge training with the Akida Brainchip

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

    Author : Ebba Bråtman; Lucas Dow; [2023]
    Keywords : ;

    Abstract : Computed Tomography (CT) scans play a crucial role in medical imaging, allowing neuroscientists to identify intracranial pathologies such as haemorrhages and malignant tumours in the brain. This thesis explores the potential of deep learning models as an aid in intracranial pathology detection through medical imaging. READ MORE

  3. 2. Automated Liver Segmentation from MR-Images Using Neural Networks

    University essay from Linköpings universitet/Avdelningen för radiologiska vetenskaper; Linköpings universitet/Centrum för medicinsk bildvetenskap och visualisering, CMIV

    Author : Shaikh Faisal Zaman; [2019]
    Keywords : liver segmentation; neural network; mri; mr images; segmentation; unet; deep learning; image processing; abdominal mri; leversegmentering; mr bilder; neurala nätverk; segmentering;

    Abstract : Liver segmentation is a cumbersome task when done manually, often consuming quality time of radiologists. Use of automation in such clinical task is fundamental and the subject of most modern research. READ MORE

  4. 3. Classifying Liver Fibrosis Stage Using Gadoxetic Acid-Enhanced MR Images

    University essay from Linköpings universitet/Institutionen för medicin och hälsa; Linköpings universitet/Centrum för medicinsk bildvetenskap och visualisering, CMIV

    Author : Yi Cheng Lu; [2019]
    Keywords : MR images; CNN; Deep Learning; Liver Fibrosis;

    Abstract : The purpose is trying to classify the Liver Fibrosis stage using Gadoxetic Acid-EnhancedMR Images.  In the very beginning, a method proposed by one Korean group is being examined and trying to reproduce their result. However, the performance is not as impressive as theirs. Then, some gray-scale image feature extraction methods are used. READ MORE

  5. 4. Modelling and Simulations of a clinical PET-system using the GATE Monte Carlo software

    University essay from Lunds universitet/Sjukhusfysikerutbildningen

    Author : Philip Kalaitzidis; [2018]
    Keywords : Medicine and Health Sciences;

    Abstract : Introduction: The increased importance of PET imaging in the health care system has lead to a constant need for improvement and optimisation of scanner systems and their protocols. By utilising the features of the GATE Monte Carlo program one can gain a better understanding of the limitations and possibilities of the system. READ MORE

  6. 5. Segmentation Validation Framework

    University essay from Institutionen för medicinsk teknik; Centrum för medicinsk bildvetenskap och visualisering, CMIV; Tekniska högskolan

    Author : Ghazaleh Safarzadeh Khooshabi; [2013]
    Keywords : Segmentation; Validation framework; Simultaneous Truth and Performance Level Estimation STAPLE ; Ground truth; ITK; Similarity metrics; Distance metrics;

    Abstract : Many segmentation algorithms have been published in literature. Accurate assessment of these algorithms is needed in order to gain acceptance in the clinical practice or compare different algorithms. However in medical imaging segmentation field, there is usually a lack of gold standard method. READ MORE