David C. Hogg

Most-cited papers

1. Process mining in oncology: A literature review

   A. Kurniati, O. Johnson, David C. Hogg, G. Hall

   2016International Conference on Information Communication and Management74 citations

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2. Prediction of short-term atrial fibrillation risk using primary care electronic health records

   R. Nadarajah, Jian-Hua Wu, David C. Hogg, Keerthenan Raveendra +9 more

   2023Heart44 citations Open access

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3. Predicting patient-level new-onset atrial fibrillation from population-based nationwide electronic health records: protocol of FIND-AF for developing a precision medicine prediction model using artificial intelligence

   R. Nadarajah, Jian-Hua Wu, Alejandro F Frangi, David C. Hogg +2 more

   2021BMJ Open27 citations Open access

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4. Prediction of incident atrial fibrillation in community-based electronic health records: a systematic review with meta-analysis

   R. Nadarajah, Eman S. Alsaeed, B. Hurdus, S. Aktaa +5 more

   2021Heart26 citations Open access

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5. Prediction models for heart failure in the community: A systematic review and meta‐analysis

   R. Nadarajah, T. Younsi, E. Romer, Keerthenan Raveendra +11 more

   2023European Journal of Heart Failure25 citations Open access

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6. Future Innovations in Novel Detection for Atrial Fibrillation (FIND-AF): pilot study of an electronic health record machine learning algorithm-guided intervention to identify undiagnosed atrial fibrillation

   R. Nadarajah, A. Wahab, C. Reynolds, Keerthenan Raveendra +9 more

   2023Open Heart19 citations Open access

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7. Using a Multi-Level Process Comparison for Process Change Analysis in Cancer Pathways

   A. Kurniati, C. McInerney, Kieran Zucker, G. Hall +2 more

   2020International Journal of Environmental Research and Public Health13 citations Open access

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8. The Assessment of Data Quality Issues for Process Mining in Healthcare Using MIMIC-III, a Freely Available e-Health Record Database

   A. Kurniati, Eric Rojas, David C. Hogg, G. Hall +1 more

   20198 citations

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9. AI-simulated clinical consultations: Assessing the potential of ChatGPT to support medical training

   Arpita Saggar, Vania Dimitrova, Duygu Sarikaya, David C. Hogg +1 more

   2025Archives of Disease in Childhood4 citations Open access

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10. Incident cardiovascular, renal, metabolic diseases and death in individuals identified for risk-guided atrial fibrillation screening: a nationwide cohort study

    Jian-Hua Wu, R. Nadarajah, Y. Nakao, K. Nakao +7 more

    2023Open Heart4 citations Open access

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11. Process Mining to Explore Variations in Endometrial Cancer Pathways from GP Referral to First Treatment

    A. Kurniati, Eric Rojas, Kieran Zucker, G. Hall +2 more

    2021Medical Informatics Europe3 citations Open access

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12. Process Mining on the Extended Event Log to Analyse the System Usage During Healthcare Processes (Case Study: The GP Tab Usage During Chemotherapy Treatments)

    A. Kurniati, G. Hall, David C. Hogg, O. Johnson

    2020ICPM Workshops2 citations

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13. What is next for screening for undiagnosed atrial fibrillation? Artificial intelligence may hold the key

    R. Nadarajah, Jian-Hua Wu, Alejandro F Frangi, David C. Hogg +2 more

    2021European Heart Journal - Quality of Care and Clinical Outcomes1 citations Open access

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