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Detecting model misconducts in decentralized healthcare federated learning
BACKGROUND: To accelerate healthcare/genomic medicine research and facilitate quality improvement, researchers have started cross-institutional collaborations to use artificial intelligence on clinical/genomic data. However, there are real-world risks of incorrect models being submitted to the learn...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10017272/ https://www.ncbi.nlm.nih.gov/pubmed/34923447 http://dx.doi.org/10.1016/j.ijmedinf.2021.104658 |