Medical multimodal multitask foundation model for lung cancer screening

Abstract Lung cancer screening (LCS) reduces mortality and involves vast multimodal data such as text, tables, and images. Fully mining such big data requires multitasking; otherwise, occult but important features may be overlooked, adversely affecting clinical management and healthcare quality. Her...

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Bibliographic Details
Published in:Nature Communications
Main Authors: Chuang Niu, Qing Lyu, Christopher D. Carothers, Parisa Kaviani, Josh Tan, Pingkun Yan, Mannudeep K. Kalra, Christopher T. Whitlow, Ge Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Online Access:https://doi.org/10.1038/s41467-025-56822-w