Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach.
Sina RashidianKayley Abell-HartJanos G HajagosRichard A MoffittVeena LingamVictor GarciaChao-Wei TsaiFusheng WangXinyu DongSiao SunJianyuan DengRajarsi R GuptaJoshua D MillerJoseph SaltzMary SaltzPublished in: JMIR medical informatics (2020)
This study demonstrates that deep learning methods can improve clinical phenotyping even when patient data are noisy, sparse, and heterogeneous.