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...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on multimedia Jg. 25; S. 167 - 178
Hauptverfasser:	Yang, Yan, Yu, Jun, Zhang, Jian, Han, Weidong, Jiang, Hanliang, Huang, Qingming
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	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-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!