arXiv Open Access 2020

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

Tonghe Wang Yang Lei Yabo Fu Walter J. Curran Tian Liu +1 lainnya

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Abstrak

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.

Topik & Kata Kunci

physics.med-ph eess.IV

Penulis (6)

Tonghe Wang

Yang Lei

Yabo Fu

Walter J. Curran

Tian Liu

Xiaofeng Yang

Format Sitasi

APA MLA BibTeX

Wang, T., Lei, Y., Fu, Y., Curran, W.J., Liu, T., Yang, X. (2020). Medical Imaging Synthesis using Deep Learning and its Clinical Applications: A Review. https://arxiv.org/abs/2004.10322

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓