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**Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort**
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**Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort**
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[![Paper](https://img.shields.io/badge/TheLancet-DigitalHealth-informational)](https://www.thelancet.com/journals/landig/article/PIIS2589-7500(21)00249-1/fulltext)
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[![Paper](https://img.shields.io/badge/TheLancet-DigitalHealth-informational)](https://www.thelancet.com/journals/landig/article/PIIS2589-7500(21)00249-1/fulltext)
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## Description   
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## Description   
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Code related to the paper "Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort". 
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Code related to the paper "Neural network-based integration of polygenic and clinical information: Development and validation of a prediction model for 10 year risk of major adverse cardiac events in the UK Biobank cohort". 
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This repo is a python package for preprocessing UK Biobank data and preprocessing, training and evaluating the NeuralCVD score.
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This repo is a python package for preprocessing UK Biobank data and preprocessing, training and evaluating the NeuralCVD score.
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  pages={e84--e94},
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  pages={e84--e94},
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  year={2022},
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  year={2022},
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  publisher={Elsevier}
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  publisher={Elsevier}
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}
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}
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```  
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```