Transfer learning for mortality risk: A case study on the United Kingdom.

This study introduces a transfer learning framework to address data scarcity in mortality risk prediction for the UK, where local mortality data is unavailable. By leveraging a pretrained model built from data across eight countries (excluding the UK) and incorporating synthetic data from the countr...

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Bibliographic Details
Main Authors: Asmik Nalmpatian, Christian Heumann, Levent Alkaya, William Jackson
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0313378
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