Job N. Doornberg

According to our database, Job N. Doornberg authored at least 7 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Phase 1 Implementation of LLM-generated Discharge Summaries showing high Adoption in a Dutch Academic Hospital.

Nettuno Nadalini, Tarannom Mehri, Anne Hoekman, Katerina Kagialari, Job N. Doornberg, Tom P. van der Laan, Jacobien H. F. Oosterhoff, Rosanne C. Schoonbeek, Charlotte M. H. H. T. Bootsma-Robroeks

CoRR, April, 2026

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

AI-generated draft replies to patient messages: exploring effects of implementation.

Charlotte M. H. H. T. Bootsma-Robroeks, Jessica D. Workum, Stephanie C. E. Schuit, Anne Hoekman, Tarannom Mehri, Job N. Doornberg, Tom P. van der Laan, Rosanne C. Schoonbeek

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

2022

CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification.

Zhibin Liao, Kewen Liao, Haifeng Shen, Marouska F. van Boxel, Jasper Prijs, Ruurd L. Jaarsma, Job N. Doornberg, Anton van den Hengel, Johan W. Verjans

IEEE J. Biomed. Health Informatics, 2022

2021

Human-AI Interactive and Continuous Sensemaking: A Case Study of Image Classification using Scribble Attention Maps.

Haifeng Shen, Kewen Liao, Zhibin Liao, Job N. Doornberg, Maoying Qiao, Anton van den Hengel, Johan W. Verjans

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2017

Online Studies on Variation in Orthopedic Surgery: Computed Tomography in MPEG4 Versus DICOM Format.

Jos J. Mellema, Wouter H. Mallee, Thierry G. Guitton, C. Niek van Dijk, David Ring, Job N. Doornberg, Science of Variation Group, Traumaplatform Study Collaborative

J. Digit. Imaging, 2017