2 papers
cs.LG2026
From Data Lifting to Continuous Risk Estimation: A Process-Aware Pipeline for Predictive Monitoring of Clinical Pathways
Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile +1
This paper presents a reproducible and process-aware pipeline for predictive monitoring of clinical pathways. The approach integrates data lifting, temporal reconstruction, event l…
cs.CY2026
Improving Hospital Process Management through Process Mining: A Case Study on COVID-19 Clinical Pathways
Pasquale Ardimento, Mario Luca Bernardi, Marta Cimitile +1
This study analyzes COVID-19 care pathways using the COVID Data for Shared Learning dataset. We build a transparent, reproducible pipeline that transforms heterogeneous clinical ta…