Bussink, Johan

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

Aerts, H. J. W. L., Velazquez, E. R., Leijenaar, R. T. H., Parmar, C., Grossmann, P., Carvalho, S., Bussink, J., Monshouwer, R., Haibe-Kains, B., Rietveld, D., et al. (2014) · Nature Communications

Radiomics and Machine Learning in Medical ImagingImage Retrieval and Classification Techniques

Cited by 5,132

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

Rouschop, K. M. A., van den Beucken, T., Dubois, L., Niessen, H., Bussink, J., Savelkouls, K., Keulers, T., Mujcic, H., Landuyt, W., Voncken, J. W., et al. (2010) · Journal of Clinical Investigation

Autophagy in Disease and TherapyEndoplasmic Reticulum Stress and Disease

Cited by 829

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

Hosny, A., Parmar, C., Coroller, T. P., Grossmann, P., Zeleznik, R., Kumar, A., Bussink, J., Gillies, R. J., Mak, R. H., & Aerts, H. J. W. L. (2018) · PLOS Medicine

Radiomics and Machine Learning in Medical ImagingAI in cancer detection

Cited by 579

Targeting hypoxia, HIF-1, and tumor glucose metabolism to improve radiotherapy efficacy

Meijer, T. W. H., Kaanders, J. H. A. M., Span, P. N., & Bussink, J. (2012) · Clinical Cancer Research

Cancer, Hypoxia, and MetabolismRadiation Therapy and Dosimetry

Cited by 433

The mechanical microenvironment in cancer: How physics affects tumours

Nagelkerke, A., Bussink, J., Rowan, A. E., & Span, P. N. (2015) · Seminars in Cancer Biology

Cellular Mechanics and InteractionsCancer Cells and Metastasis

Cited by 158

PET in the management of locally advanced and metastatic NSCLC

Grootjans, W., de Geus-Oei, L.-F., Troost, E. G. C., Visser, E. P., Oyen, W. J. G., & Bussink, J. (2015) · Nature Reviews Clinical Oncology

Lung Cancer Diagnosis and TreatmentMedical Imaging Techniques and Applications

Cited by 97

Learning from scanners: Bias reduction and feature correction in radiomics

Zhovannik, I., Bussink, J., Traverso, A., Shi, Z., Kalendralis, P., Wee, L., Dekker, A., Fijten, R., & Monshouwer, R. (2019) · Clinical and Translational Radiation Oncology

Radiomics and Machine Learning in Medical ImagingMedical Imaging Techniques and Applications

Cited by 75

ATG12 deficiency results in intracellular glutamine depletion, abrogation of tumor hypoxia and a favorable prognosis in cancer

Keulers, T. G., Koch, A., van Gisbergen, M. W., Barbeau, L. M. O., Zonneveld, M. I., de Jong, M. C., Savelkouls, K. G. M., Wanders, R. G., Bussink, J., Melotte, V., et al. (2022) · Autophagy

Autophagy in Disease and TherapyCancer, Hypoxia, and Metabolism

Cited by 30