Automated radiology report generation using conditioned transformers

Automated radiology report generation using conditioned transformers

Radiology report writing in hospitals is a time-consuming task that also requires experience from the involved radiologists. This paper proposes a deep learning model to automatically generate radiology reports given a chest x-ray image from the public IU-Xray dataset. Our work consists of three sta...

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Bibliographic Details
Main Authors: Omar Alfarghaly, Rana Khaled, Abeer Elkorany, Maha Helal, Aly Fahmy
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Report generation
Transformers
GPT2
Transfer learning
X-ray
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914821000472

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http://www.sciencedirect.com/science/article/pii/S2352914821000472

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