Multimodal Distillation Pre-Training Model for Ultrasound Dynamic Images Annotation

With the development of medical technology, ultrasonography has become an important diagnostic method in doctors' clinical work. However, compared with the static medical image processing work such as CT, MRI, etc., which has more research bases, ultrasonography is a dynamic medical image simil...

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Vydáno v:	IEEE journal of biomedical and health informatics Ročník 29; číslo 5; s. 3124 - 3136
Hlavní autoři:	Chen, Xiaojun, Ke, Jia, Zhang, Yaning, Gou, Jianping, Shen, Anna, Wan, Shaohua
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States IEEE 01.05.2025
Témata:	Algorithms Annotation Annotations Biomedical imaging Computational modeling Humans Image Interpretation, Computer-Assisted - methods Image Processing, Computer-Assisted - methods knowledge distillation Medical diagnostic imaging multimodal distillation pre-training model Semantics Training transformer Ultrasonography - methods ultrasound dynamic image Visualization
ISSN:	2168-2194, 2168-2208, 2168-2208
On-line přístup:	Získat plný text
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