Charmaine S. Tam

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Clinical Pathway

Acute Coronary Syndrome

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
A Data-Driven Framework to Test Validity of the Discovered Clinical Process Based on Selected Patient Outcomes. ACSW (2023)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
A Multi-View Framework to Detect Redundant Activity Labels for More Representative Event Logs in Process Mining. Future Internet 14 (6) (2022)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
Predictive Process Monitoring for Early Predictions of Short- and Long-Term Mortality for Patients with Acute Coronary Syndrome. PACIS (2022)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
Outcome-Oriented Predictive Process Monitoring to Predict Unplanned ICU Readmission in MIMIC-IV Database. ECIS (2022)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
Discovering Break Behaviours in Process Mining: An Application to Discover Treatment Pathways in ICU of Patients with Acute Coronary Syndrome. ICPM Workshops (2022)
Qifan Chen, Yang Lu, Charmaine S. Tam, Simon K. Poon
Process Mining to Discover and Preserve Infrequent Relations in Event Logs: An Application to Understand the Laboratory Test Ordering Process Using the MIMIC-III Dataset. ACIS (2021)
Charmaine S. Tam, Janice Gullick, Aldo Saavedra, Stephen T. Vernon, Gemma A. Figtree, Clara K. Chow, Michelle Cretikos, Richard W. Morris, Maged William, Jonathan Morris, David Brieger
Combining structured and unstructured data in EMRs to create clinically-defined EMR-derived cohorts. BMC Medical Informatics Decis. Mak. 21 (1) (2021)