Advances in Statistical Methods for Electronic Health Records Data

Wed, Aug 9, 10:30 AM

Qing LiChair

Section on Statistics in Epidemiology

6 Presentations

Assessing for robustness of the days alive and at home metric

10:35 AM - 10:50 AM

Ernest Shen (Kaiser Permanente)

Co-authors: Eric Haupt (Kaiser Permanente Southern California), Susan Wang (Kaiser Permanente Southern California), Richard Mularski (Center for Health Research, Kaiser Permanente Northwest), Huong Nguyen (Department of Research and Evaluation, Kaiser Permanente Southern California)

Calibrating error-prone estimates with validation data estimates for associations in EHR data

10:50 AM - 11:05 AM

David Cheng

Co-authors: Yaqi Shi (University of Toronto), Jesse Gronsbell (University of Tornonto)

Estimating average treatment effects by combining EHR and survey data in a high dimensional setting

11:05 AM - 11:20 AM

Jiacong Du

Co-authors: Xu Shi, Bhramar Mukherjee (University of Michigan)

Post-prediction inference for ML-extracted variables from electronic health records

11:20 AM - 11:35 AM

Arjun Sondhi (Flatiron Health)

Co-authors: Alexander Rich (Flatiron Health), Siruo Wang (Johns Hopkins University, Bloomberg School of Public Health), Jeffrey Leek (Johns Hopkins University School of Public Health)

Record Linkage to Identify Duplicates in Electronic Health Records

11:35 AM - 11:50 AM

Zhibao Mi (VA CSPCC Perry Point)

Co-authors: Ellen Dematt (Cooperative Studies Program Coordinating Center), Xiaoli Lu (CSPCC), Eileen Stock (VA CSPCC Perry Point), Min Zhan (University of Maryland School of Medicine), Kousick Biswas (CSPCC)

Selection Bias in Multi-Source Electronic Health Records

11:50 AM - 12:05 PM

Ritoban Kundu

Co-authors: Bhramar Mukherjee (University of Michigan), Xu Shi, Lars Fritsche (University of Michigan), Peter Song (University of Michigan)

Session participants

Michelle Shardell (Institute for Genome Sciences, University of Maryland School of Medicine)

Participant