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A Curriculum Learning Based Approach to Captioning Ultrasound Images

We present a novel curriculum learning approach to train a natural language processing (NLP) based fetal ultrasound image captioning model. Datasets containing medical images and corresponding textual descriptions are relatively rare and hence, smaller-sized when compared to the datasets of natural...

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Detalhes bibliográficos
Publicado no:Med Ultrasound Preterm Perinat Paediatr Image Anal (2020)
Main Authors: Alsharid, Mohammad, El-Bouri, Rasheed, Sharma, Harshita, Drukker, Lior, Papageorghiou, Aris T., Noble, J. Alison
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7116255/
https://ncbi.nlm.nih.gov/pubmed/33103165
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-60334-2_8
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