Strategies for Handling Missing Data in Electronic Health Record Derived Data

• Data-driven subphenotyping of severe ARDS patients requiring VV-ECMO

  2026 Frontiers in Digital Health article Medicine Respiratory Support and Mechanisms Open access

  0

  citations
• A Nationwide Real-world Evaluation of Upfront Cytoreductive Nephrectomy in Patients with Synchronous Metastatic Renal Cell Carcinoma in the Immunotherapy Era

  2025 European Urology Oncology article Medicine Renal cell carcinoma treatment Open access

  10

  citations
• Are social determinants of health associated with the development of early complications among young adults with type 2 diabetes? A population based study using linked databases

  2023 Primary care diabetes article Social Sciences Health disparities and outcomes Open access

  4

  citations
• Developing Clinical Prediction Models Using Primary Care Electronic Health Record Data: The Impact of Data Preparation Choices on Model Performance

  2022 Frontiers in Epidemiology article Computer Science Machine Learning in Healthcare Open access

  9

  citations
• Achieving diabetes treatment targets in people with registered mental illness is similar or improved compared with those without: Analyses of linked observational datasets

  2022 Diabetic Medicine article Medicine Diabetes Management and Education Open access

  12

  citations
• Identification of child mental health problems by combining electronic health record information from different primary healthcare professionals: a population-based cohort study

  2022 BMJ Open article Psychology Child and Adolescent Psychosocial and Emotional Development Open access

  5

  citations
• The Usefulness of Electronic Health Records From Preventive Youth Healthcare in the Recognition of Child Mental Health Problems

  2021 Frontiers in Public Health article Psychology Child and Adolescent Psychosocial and Emotional Development Open access

  7

  citations
• Big Data Approaches in Heart Failure Research

  2020 Current Heart Failure Reports article Medicine Heart Failure Treatment and Management Open access

  22

  citations
• Informative missingness in electronic health record systems: the curse of knowing

  2020 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access

  133

  citations
• A cautionary note on the use of the missing indicator method for handling missing data in prediction research

  2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods and Bayesian Inference Open access

  32

  citations

10 results