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Semi-supervised Calibration of Risk with Noisy Event Times (SCORNET) Using Electronic Health Record Data [article]

Yuri Ahuja, Liang Liang, Sicong Huang, Tianxi Cai
2021 bioRxiv   pre-print
Leveraging large-scale electronic health record (EHR) data to estimate survival curves for clinical events can enable more powerful risk estimation and comparative effectiveness research.  ...  On the other hand, extracting precise information on the exact event time requires laborious manual chart review and is sometimes altogether infeasible due to a lack of detailed documentation.  ...  Acknowledgements The authors declare no conflicts of interest. References  ... 
doi:10.1101/2021.01.08.425976 fatcat:7j7vkvbbfzaerp6o5wmjeyo5ri