Hugo J. Aerts

Maastricht, LI, Netherlands

Last Updated: 09/26/2026

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Found 28 publications

MHub.ai: A Standardized Platform for Reproducible AI Research in Medical Imaging.

MHub.ai: A Standardized Platform for Reproducible AI Research in Medical Imaging.

Journal: Research square

Published: June 22, 2026

An agentic AI system enhances clinical detection of immunotherapy toxicities: a multi-phase validation study.

An agentic AI system enhances clinical detection of immunotherapy toxicities: a multi-phase validation study.

Journal: medRxiv : the preprint server for health sciences

Published: March 23, 2026

Prognostic value of deep learning-based coronary artery calcium score and quantitative pneumonia burden in patients hospitalized with COVID-19.

Prognostic value of deep learning-based coronary artery calcium score and quantitative pneumonia burden in patients hospitalized with COVID-19.

Journal: BMC medical imaging

Published: August 12, 2025

Face aging rate quantifies change in biological age to predict cancer outcomes.

Face aging rate quantifies change in biological age to predict cancer outcomes.

Journal: Nature communications

Published: April 16, 2025

OPPORTUNISTIC ASSESSMENT OF CARDIOVASCULAR RISK USING AI-DERIVED STRUCTURAL AORTIC AND CARDIAC PHENOTYPES FROM NON-CONTRAST CHEST COMPUTED TOMOGRAPHY.

OPPORTUNISTIC ASSESSMENT OF CARDIOVASCULAR RISK USING AI-DERIVED STRUCTURAL AORTIC AND CARDIAC PHENOTYPES FROM NON-CONTRAST CHEST COMPUTED TOMOGRAPHY.

Journal: medRxiv : the preprint server for health sciences

Published: February 20, 2025

A generalizable foundation model for analysis of human brain MRI.

A generalizable foundation model for analysis of human brain MRI.

Journal: Nature neuroscience

Published: February 10, 2025

A foundation model for generalized brain MRI analysis.

A foundation model for generalized brain MRI analysis.

Journal: medRxiv : the preprint server for health sciences

Published: December 16, 2024

Longitudinal risk prediction for pediatric glioma with temporal deep learning.

Longitudinal risk prediction for pediatric glioma with temporal deep learning.

Journal: medRxiv : the preprint server for health sciences

Published: July 09, 2024

Decoding biological age from face photographs using deep learning.

Decoding biological age from face photographs using deep learning.

Journal: medRxiv : the preprint server for health sciences

Published: September 25, 2023

Foundation Models for Quantitative Biomarker Discovery in Cancer Imaging.

Foundation Models for Quantitative Biomarker Discovery in Cancer Imaging.

Journal: medRxiv : the preprint server for health sciences

Published: September 21, 2023

Computed tomography-based radiomics for the differential diagnosis of pneumonitis in stage IV non-small cell lung cancer patients treated with immune checkpoint inhibitors.

Computed tomography-based radiomics for the differential diagnosis of pneumonitis in stage IV non-small cell lung cancer patients treated with immune checkpoint inhibitors.

Journal: European journal of cancer (Oxford, England : 1990)

Published: December 15, 2022

Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs.

Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs.

Journal: Computer methods and programs in biomedicine

Published: May 29, 2022

Showing 1-12 of 28

Last Updated: 09/26/2026