Essays about: "medical image processing thesis"

Showing result 16 - 20 of 40 essays containing the words medical image processing thesis.

  1. 16. Bone Fragment Segmentation Using Deep Interactive Object Selection

    University essay from Linköpings universitet/Datorseende

    Author : Martin Estgren; [2019]
    Keywords : Machine Learning; Convolutional Neural Networks; Computer Vision; Medical Image Segmentation;

    Abstract : In recent years semantic segmentation models utilizing Convolutional Neural Networks (CNN) have seen significant success for multiple different segmentation problems. Models such as U-Net have produced promising results within the medical field for both regular 2D and volumetric imaging, rivalling some of the best classical segmentation methods. READ MORE

  3. 17. Machine Learning Based Video Editing Toolbox for Automatic Summary of Medical Videos

    University essay from Lunds universitet/Matematik LTH

    Author : Olle Oswald; Emil Nilén; [2019]
    Keywords : machine learning; image analysis; video summary; medical video; artificial neural networks; Mathematics and Statistics;

    Abstract : Recording of medical procedures makes it possible for medical staff to review their work, learn from the mistakes and produce material for education. Medical videos tend to be long, which has an impact on usability and raises issues concerning memory storage. READ MORE

  4. 18. Deep learning for medical report texts

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Mikael Nelsson; [2018]
    Keywords : Deep learning; Artificial intelligence; NLP; Transfer Learning; Calibration;

    Abstract : Data within the medical sector is often stored as free text entries. This is especially true for report texts, which are written after an examination. To be able to automatically gather data from these texts they need to be analyzed and classified to show what findings the examinations had. READ MORE

  5. 19. Generative Adversarial Networks for Image-to-Image Translation on Street View and MR Images

    University essay from Linköpings universitet/Institutionen för medicinsk teknik

    Author : Simon Karlsson; Per Welander; [2018]
    Keywords : Deep learning; Image processing; Artificial intelligence; Neural networks; MRI; Generative adversarial networks; Data augmentation; Image-to-image translation; Street view; Biomedical engineering; Electrical engineering;

    Abstract : Generative Adversarial Networks (GANs) is a deep learning method that has been developed for synthesizing data. One application for which it can be used for is image-to-image translations. This could prove to be valuable when training deep neural networks for image classification tasks. READ MORE

  6. 20. Short Range Millimeter-Wave Inverse Synthetic Aperture Radar Imaging

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Oscar Gylling; Rickard Ståhl; [2018]
    Keywords : radar; inverse; synthetic; aperture; imaging; SAR; ISAR; gridding; backprojection; image; electromagnetic; wave; field; short; range; high; frequency; RF; millimeter; resolution; fourier; transform; spatial; domain; k-space; Technology and Engineering;

    Abstract : Millimeter-wave radar imaging has potential uses in applications such as material analysis and medical in-vivo scanning of tissue. This thesis is about measuring objects using a millimeter wave radar, implement radar imaging algorithms and evaluate the resulting images. READ MORE