Mark H. Hoogendoorn

Amsterdam, NH, Netherlands

Last Updated: 09/26/2026

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Found 54 publications

Forecasting stress transitions using ecological momentary assessment data and machine learning.

Forecasting stress transitions using ecological momentary assessment data and machine learning.

Journal: Internet interventions

Published: March 12, 2026

Which explainable AI methods in medical imaging are clinically impactful? A systematic literature review addressing the clinician's perspective.

Which explainable AI methods in medical imaging are clinically impactful? A systematic literature review addressing the clinician's perspective.

Journal: Frontiers in artificial intelligence

Published: February 27, 2026

Artificial intelligence applications using patient-generated health data for pre-care processes in elective healthcare: a systematic review.

Artificial intelligence applications using patient-generated health data for pre-care processes in elective healthcare: a systematic review.

Journal: International journal of medical informatics

Published: February 25, 2026

Prediction of bronchopulmonary dysplasia seven days after birth using respiratory and oxygenation timeseries with machine learning.

Prediction of bronchopulmonary dysplasia seven days after birth using respiratory and oxygenation timeseries with machine learning.

Journal: Pediatric research

Published: December 10, 2025

Uptake of Clinical Decision Support Systems Among Health Care Professionals in Six European Countries and the United States: Cross-Sectional Survey Within the I-CARE4OLD Project.

Uptake of Clinical Decision Support Systems Among Health Care Professionals in Six European Countries and the United States: Cross-Sectional Survey Within the I-CARE4OLD Project.

Journal: Journal of medical Internet research

Published: October 02, 2025

Machine learning for predicting clinical outcomes of hospitalised children: a systematic review of applications in low- and middle-income countries.

Machine learning for predicting clinical outcomes of hospitalised children: a systematic review of applications in low- and middle-income countries.

Journal: EClinicalMedicine

Published: May 07, 2025

Causal deep learning to personalize medicine: Which intensive care patients with sepsis will benefit from corticosteroid therapy?

Causal deep learning to personalize medicine: Which intensive care patients with sepsis will benefit from corticosteroid therapy?

Journal: Journal of intensive medicine

Published: April 14, 2025

The Value of Oxygenation Vital Signs in Machine Learning Prediction of Neurodevelopmental Outcomes in Preterm Infants.

The Value of Oxygenation Vital Signs in Machine Learning Prediction of Neurodevelopmental Outcomes in Preterm Infants.

Journal: IEEE journal of biomedical and health informatics

Published: April 10, 2025

Recovery Patterns: Longitudinal Cluster Analysis of Physical Function Following Abdominal Surgery.

Recovery Patterns: Longitudinal Cluster Analysis of Physical Function Following Abdominal Surgery.

Journal: Annals of surgery

Published: February 18, 2025

Recovery Patterns: Longitudinal Cluster Analysis of Physical Function Following Abdominal Surgery.

Recovery Patterns: Longitudinal Cluster Analysis of Physical Function Following Abdominal Surgery.

Journal: Annals of surgery

Published: February 18, 2025

Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients.

Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients.

Journal: Journal of critical care

Published: February 07, 2025

Machine learning models for neurocognitive outcome prediction in preterm born infants.

Machine learning models for neurocognitive outcome prediction in preterm born infants.

Journal: Pediatric research

Published: July 19, 2024

Showing 1-12 of 54

Last Updated: 09/26/2026