Joint Embedding of Deep Visual and Semantic Features for Medical Image Report Generation

Medical image report generation (MeIRG) aims at generating associated diagnosis descriptions with natural language sentences from medical images, which is essential in the computer-aided diagnosis system. Nevertheless, this task remains challenging in that medical images and linguistic expressions s...

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Bibliographic Details
Published in:	IEEE transactions on multimedia Vol. 25; pp. 167 - 178
Main Authors:	Yang, Yan, Yu, Jun, Zhang, Jian, Han, Weidong, Jiang, Hanliang, Huang, Qingming
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Coders Decoding deep neural network Diagnosis Embedding encoder-decoder framework Encoders-Decoders Encoding Feature extraction Medical diagnostic imaging Medical image report generation Medical imaging Natural language (computers) Semantics Sentences Task analysis visual-semantic joint embedding Visualization
ISSN:	1520-9210, 1941-0077
Online Access:	Get full text
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