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Medical Imaging Synthesis using Deep Learning and its Clinical Applications:A Review - 2020

Medical Imaging Synthesis Using Deep Learning And Its Clinical Applications:A Review

Research Area:  Machine Learning

Abstract:

This paper reviewed the deep learning-based studies for medical imaging synthesis and its clinical application. Specifically, we summarized the recent developments of deep learning-based methods in inter- and intra-modality image synthesis by listing and highlighting the proposed methods, study designs and reported performances with related clinical applications on representative studies. The challenges among the reviewed studies were summarized in the discussion part.

Keywords:  

Author(s) Name:  Tonghe Wang, Yang Lei, Yabo Fu, Walter J. Curran, Tian Liu, Xiaofeng Yang

Journal name:  Physics

Conferrence name:  

Publisher name:  arXiv:2004.10322

DOI:  10.48550/arXiv.2004.10322

Volume Information: