Hugo J W L Aerts

Associations between radiologist-defined semantic and automatically computed radiomic features in non-small cell lung cancer

Chintan Parmar, Stephen S F Yip, Ying Liu, 2017, Scientific Reports.

Artificial intelligence in radiology

Ahmed Hosny, John Quackenbush, Hugo J W L Aerts, 2018, Nature Reviews Cancer.

Radiomics: extracting more information from medical images using advanced feature analysis.

Patrick Granton, Philippe Lambin, Robert Gillies, 2012, European journal of cancer.

Reliability of pharmacokinetic parameters: Small vs. medium‐sized contrast agents

Tim Leiner, Natal A W van Riel, Hugo J W L Aerts, 2009, Magnetic resonance in medicine.

Data Analysis Strategies in Medical Imaging

Ahmed Hosny, John Quackenbush, Hugo J W L Aerts, 2018, Clinical Cancer Research.

Transparency and reproducibility in artificial intelligence

Trevor Hastie, Joelle Pineau, Robert Tibshirani, 2020, Nature.

Data Science in Radiology: A Path Forward

Hugo J W L Aerts, H. Aerts, 2017, Clinical Cancer Research.