Koen Welvaars

According to our database, Koen Welvaars authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Predicting peripheral venous catheter related phlebitis using machine learning (PPML): development and prospective validation of PPML for cardiology inpatients.

Koen Welvaars, Femke Groenendaal, Michel P. J. van den Bekerom, Job N. Doornberg, Ernst P. van Haarst, Robert Riezebos

BMC Medical Informatics Decis. Mak., December, 2025

Applying text-mining to clinical notes: the identification of patient characteristics from electronic health records (EHRs).

Simone ten Hoope, Koen Welvaars, Kylian van Geijtenbeek, Mellanie Klok-Everaars, Sander van Schaik, Fatma Karapinar-Çarkit

BMC Medical Informatics Decis. Mak., December, 2025

Applying and validating a quality management system for in-house developed medical software.

Vera Lagerburg, Michelle van den Boorn, Reinier F. Crane, Koen Welvaars, Jaap M. Groen

Frontiers Digit. Health, 2025

2023

Evaluating machine learning algorithms to Predict 30-day Unplanned REadmission (PURE) in Urology patients.

Koen Welvaars, Michel P. J. van den Bekerom, Job N. Doornberg, Ernst P. van Haarst, J. A. van der Zee, G. A. van Andel, B. W. Lagerveld, M. C. Hovius, P. C. Kauer, L. M. S. Boevé

BMC Medical Informatics Decis. Mak., December, 2023