[HTML][HTML] A scoping review of medical practice variation research within the informatics literature
Rationale We performed a scoping review of informatics core literature about medical
practice variation (MPV) as an agile summary of the subject in our field. Materials and …
practice variation (MPV) as an agile summary of the subject in our field. Materials and …
Patient similarity analysis with longitudinal health data
Healthcare professionals have long envisioned using the enormous processing powers of
computers to discover new facts and medical knowledge locked inside electronic health …
computers to discover new facts and medical knowledge locked inside electronic health …
Aligning event logs to task-time matrix clinical pathways in BPMN for variance analysis
Clinical pathways (CPs) are popular healthcare management tools to standardize care and
ensure quality. Analyzing CP compliance levels and variances is known to be useful for …
ensure quality. Analyzing CP compliance levels and variances is known to be useful for …
[HTML][HTML] ProFUSO: Business process and ontology-based framework to develop ubiquitous computing support systems for chronic patients' management
A Jimenez-Molina, J Gaete-Villegas… - Journal of Biomedical …, 2018 - Elsevier
New advances in telemedicine, ubiquitous computing, and artificial intelligence have
supported the emergence of more advanced applications and support systems for chronic …
supported the emergence of more advanced applications and support systems for chronic …
Unsupervised abstraction for reducing the complexity of healthcare process models
AM Alharbi - 2019 - etheses.whiterose.ac.uk
Healthcare processes are complex and may vary considerably among the same cohort of
patients. Process mining techniques play a significant role in automating the construction of …
patients. Process mining techniques play a significant role in automating the construction of …
[PDF][PDF] Mining Temporal and Data Constraints Associated with Outcomes for Care Pathways.
A care/clinical pathway defines a standardized care process for a specific patient group,
which consists of clinical goals, activities, data attributes, and constraints describing …
which consists of clinical goals, activities, data attributes, and constraints describing …
Analysis of care pathway variation patterns in patient records
A care/clinical pathway (CP) is a standardized care process where temporal and data
constraints of clinical activities are defined to ensure quality of care. In actual care practice …
constraints of clinical activities are defined to ensure quality of care. In actual care practice …
[PDF][PDF] Clinical pathway variance prediction using artificial neural network for acute decompensated heart failure clinical pathway
Patients in modern healthcare demand superior healthcare quality. Clinical pathways are
introduced as the main tools to manage this quality. A clinical pathway is a task-oriented …
introduced as the main tools to manage this quality. A clinical pathway is a task-oriented …
Variance analysis in task-time matrix clinical pathways
Clinical pathways are popular healthcare management tools to standardise care and ensure
quality. Measuring pathway conformance and analysing variances gives valuable feedback …
quality. Measuring pathway conformance and analysing variances gives valuable feedback …
Case analytics workbench: platform for hybrid process model creation and evolution
Hybrid process models are considered an attractive approach for modeling knowledge-
intensive processes. A hybrid process model combines both imperative and declarative …
intensive processes. A hybrid process model combines both imperative and declarative …