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  1. 1. Data-driven Methods in Inverse Problems

    Författare :Jonas Adler; Ozan Öktem; Thomas Pock; KTH; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Inverse Problems; Machine Learning; Tomography;

    Sammanfattning : In this thesis on data-driven methods in inverse problems we introduce several new methods to solve inverse problems using recent advancements in machine learning and specifically deep learning. The main goal has been to develop practically applicable methods, scalable to medical applications and with the ability to handle all the complexities associated with them. LÄS MER