Browsing by Subject "convolutional neural networks"

Now showing items 1-2 of 2

    • Deep Learning for Brain Tumor Classification 
      Paul, Justin Stuart (2016-04-13)
      Department: Computer Science
      Deep learning has been used successfully in supervised classification tasks in order to learn complex patterns. The purpose of the study is to apply this machine learning technique to classifying images of brains with ...
    • Noise Suppression in Ultrasound Beamforming Using Convolutional Neural Networks 
      Chen, Zhanwen (2019-11-19)
      Department: Computer Science
      Medical ultrasound is a noninvasive, affordable, portable, and real-time diagnostic modality that provides a cross-sectional view of tissues. Ultrasound beamforming is a widely used approach to acquire and process ultrasound ...