Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach
Detecting Miscoded Diabetes Diagnosis Codes in Electronic Health Records for Quality Improvement: Temporal Deep Learning Approach
Sina Rashidian
1
, MSc
;
Kayley Abell-Hart
2
, BSc
;
Janos Hajagos
2
, PhD
;
Richard Moffitt
2
, PhD
;
Veena Lingam
2
, MD
;
Victor Garcia
2
, MD
;
Chao-Wei Tsai
2
, MD
;
Fusheng Wang
1, 2
, PhD
;
Xinyu Dong
1
, MSc
;
Siao Sun
3
, MSc
;
Jianyuan Deng
2
, MPhil
;
Rajarsi Gupta
2
, MD, PhD
;
Joshua Miller
4
, MD
;
Joel Saltz
2
, MD, PhD
;
Mary Saltz
2
, MD
1
Department of Computer Science
,
Stony Brook University
,
Stony Brook
,
NY
,
US
2
Department of Biomedical Informatics
,
Renaissance School of Medicine at Stony Brook
,
Stony Brook
,
NY
,
US
3
Department of Applied Mathematics and Statistics
,
Stony Brook University
,
Stony Brook
,
NY
,
US
4
Department of Medicine
,
Renaissance School of Medicine at Stony Brook
,
Stony Brook
,
NY
,
US