Toward a stable and low-resource PLM-based medical diagnostic system via prompt tuning and MoE structure

Machine learning (ML) has been extensively involved in assistant disease diagnosis and prediction systems to emancipate the serious dependence on medical resources and improve healthcare quality. Moreover, with the booming of pre-training language models (PLMs), the application prospect and promotio...

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Detalles Bibliográficos
Autores principales: Dong, Bowen, Wang, Zhuo, Li, Zhenyu, Duan, Zhichao, Xu, Jiacheng, Pan, Tengyu, Zhang, Rui, Liu, Ning, Li, Xiuxing, Wang, Jie, Liu, Caiyan, Dong, Liling, Mao, Chenhui, Gao, Jing, Wang, Jianyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10400680/
https://www.ncbi.nlm.nih.gov/pubmed/37537202
http://dx.doi.org/10.1038/s41598-023-39543-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10400680/
https://www.ncbi.nlm.nih.gov/pubmed/37537202
http://dx.doi.org/10.1038/s41598-023-39543-2

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