Johan Bussink

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

Hugo J.W.L. Aerts, Emmanuel Rios Velazquez, Ralph T. H. Leijenaar et al. · Nature Communications · 2014 · 5.1K citations · Full text

Medicine, Oncology, Radiology +17

Machine Learning methods for Quantitative Radiomic Biomarkers

Chintan Parmar, Johan Bussink, Philippe Lambin et al. · Scientific Reports · 2015 · 1K citations · Full text

Medicine, Oncology, Radiology +13

The unfolded protein response protects human tumor cells during hypoxia through regulation of the autophagy genes MAP1LC3B and ATG5

Kasper M.A. Rouschop, Twan van den Beucken, Ludwig J. Dubois et al. · Journal of Clinical Investigation · 2009 · 802 citations · Full text

Life Sciences, Molecular Biology, Oncology +17

Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study

Ahmed Hosny, Chintan Parmar, Thibaud Coroller et al. · PLoS Medicine · 2018 · 586 citations · Full text

Medicine, Oncology, Radiology +17

Radiomic feature clusters and Prognostic Signatures specific for Lung and Head & Neck cancer

Chintan Parmar, Ralph T. H. Leijenaar, Emmanuel Rios Velazquez et al. · Scientific Reports · 2015 · 437 citations · Full text

Medicine, Oncology, Radiology +17