Standout Papers

Radiomics: Extracting more information from medical images using advanced feature analysis 2012 2026 2016 2021 3.9k
  1. Radiomics: Extracting more information from medical images using advanced feature analysis (2012)
    Philippe Lambin, Ralph T. H. Leijenaar et al. European Journal of Cancer
  2. Radiomics: the bridge between medical imaging and personalized medicine (2017)
    Philippe Lambin, Ralph T. H. Leijenaar et al. Nature Reviews Clinical Oncology
  3. Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach (2014)
    Hugo J.W.L. Aerts, Emmanuel Rios Velazquez et al. Nature Communications
  4. Radiomics: the process and the challenges (2012)
    Virendra Kumar, Yuhua Gu et al. Magnetic Resonance Imaging
  5. Machine Learning methods for Quantitative Radiomic Biomarkers (2015)
    Chintan Parmar, Patrick Großmann et al. Scientific Reports
  6. The unfolded protein response protects human tumor cells during hypoxia through regulation of the autophagy genes MAP1LC3B and ATG5 (2009)
    Kasper M.A. Rouschop, Twan van den Beucken et al. Journal of Clinical Investigation
  7. CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma (2015)
    Thibaud Coroller, Patrick Großmann et al. Radiotherapy and Oncology
  8. Robust Radiomics Feature Quantification Using Semiautomatic Volumetric Segmentation (2014)
    Chintan Parmar, Emmanuel Rios Velazquez et al. PLoS ONE
  9. Selection of patients for radiotherapy with protons aiming at reduction of side effects: The model-based approach (2013)
    Johannes A. Langendijk, Philippe Lambin et al. Radiotherapy and Oncology
  10. Radiomic feature clusters and Prognostic Signatures specific for Lung and Head & Neck cancer (2015)
    Chintan Parmar, Ralph T. H. Leijenaar et al. Scientific Reports
  11. The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis (2015)
    Ralph T. H. Leijenaar, Georgi Nalbantov et al. Scientific Reports
  12. Exploratory Study to Identify Radiomics Classifiers for Lung Cancer Histology (2016)
    Weimiao Wu, Chintan Parmar et al. Frontiers in Oncology
  13. Radiomic Machine-Learning Classifiers for Prognostic Biomarkers of Head and Neck Cancer (2015)
    Chintan Parmar, Patrick Großmann et al. Frontiers in Oncology
  14. Stability of radiomics features in apparent diffusion coefficient maps from a multi-centre test-retest trial (2019)
    Jurgen Peerlings, Henry C. Woodruff et al. Scientific Reports
  15. Transparency of deep neural networks for medical image analysis: A review of interpretability methods (2021)
    Zohaib Salahuddin, Henry C. Woodruff et al. Computers in Biology and Medicine
  16. A review in radiomics: Making personalized medicine a reality via routine imaging (2021)
    Julien Guiot, Akshayaa Vaidyanathan et al. Medicinal Research Reviews
  17. Criteria for the translation of radiomics into clinically useful tests (2022)
    Erich P. Huang, James P.B. O’Connor et al. Nature Reviews Clinical Oncology

Immediate Impact

13 by Nobel laureates 4 from Science/Nature 64 standout
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Citing Papers

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Works of Philippe Lambin being referenced

Quantitative assessment of Zirconium-89 labeled cetuximab using PET/CT imaging in patients with advanced head and neck cancer: a theragnostic approach
2016
Chemical Reactivity Window Determines Prodrug Efficiency toward Glutathione Transferase Overexpressing Cancer Cells
2016

Author Peers

Author Last Decade Papers Cites
Philippe Lambin 28367 16811 5686 8749 705 44.5k
Lawrence H. Schwartz 15824 20087 1481 20632 386 50.1k
Peter L. Choyke 18412 31579 1089 7496 1.1k 62.4k
Walter J. Curran 7926 19192 5212 10223 661 36.0k
Hugo J.W.L. Aerts 25657 10893 1240 5071 258 31.0k
Robert J. Gillies 26455 11409 532 8681 492 54.6k
Richard L. Wahl 19189 8277 2223 6438 528 33.0k
Hedvig Hricak 19625 16935 1097 2712 623 38.5k
André Dekker 17845 8279 2705 3662 318 22.1k
Søren M. Bentzen 10094 11847 8159 7261 530 28.5k
Mithat Gönen 8277 18942 696 25916 769 58.9k

All Works

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Rankless by CCL
2026