ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax.

Radiology narrative reports often describe characteristics of a patient's disease, including its location, size, and shape. Motivated by the recent success of multimodal learning, we hypothesized that this descriptive text could guide medical image analysis algorithms. We proposed a novel vision-lan...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 37; no. 4; pp. 1652 - 1664
Autores principales: Huemann, Zachary, Tie, Xin, Hu, Junjie, Bradshaw, Tyler J.
Formato: diagnostic images equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Aug2024
Acceso en línea:Ver este registro en EBSCOhost