Artificial intelligence, machine (deep) learning and radio(geno)mics: definitions and nuclear medicine imaging applications
Visvikis, Dimitris, Cheze Le Rest, Catherine, Jaouen, Vincent, Hatt, Mathieu
Published in European journal of nuclear medicine and molecular imaging (01.12.2019)
Published in European journal of nuclear medicine and molecular imaging (01.12.2019)
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Journal Article
Responsible Radiomics Research for Faster Clinical Translation
Vallières, Martin, Zwanenburg, Alex, Badic, Bodgan, Cheze Le Rest, Catherine, Visvikis, Dimitris, Hatt, Mathieu
Published in Journal of Nuclear Medicine (01.02.2018)
Published in Journal of Nuclear Medicine (01.02.2018)
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Journal Article
Radiomics in PET/CT: More Than Meets the Eye?
Hatt, Mathieu, Tixier, Florent, Visvikis, Dimitris, Cheze Le Rest, Catherine
Published in Journal of Nuclear Medicine (01.03.2017)
Published in Journal of Nuclear Medicine (01.03.2017)
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Journal Article
Accurate Automatic Delineation of Heterogeneous Functional Volumes in Positron Emission Tomography for Oncology Applications
Hatt, Mathieu, Ph.D, Cheze le Rest, Catherine, Ph.D., M.D, Descourt, Patrice, Ph.D, Dekker, André, Ph.D, De Ruysscher, Dirk, Ph.D., M.D, Oellers, Michel, Ph.D, Lambin, Philippe, Ph.D., M.D, Pradier, Olivier, Ph.D., M.D, Visvikis, Dimitris, Ph.D
Published in International journal of radiation oncology, biology, physics (01.05.2010)
Published in International journal of radiation oncology, biology, physics (01.05.2010)
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Journal Article
The age of reason for FDG PET image-derived indices
Visvikis, Dimitris, Hatt, Mathieu, Tixier, Florent, Cheze Le Rest, Catherine
Published in European journal of nuclear medicine and molecular imaging (01.11.2012)
Published in European journal of nuclear medicine and molecular imaging (01.11.2012)
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Journal Article
Accurate Tumor Delineation vs. Rough Volume of Interest Analysis for 18F-FDG PET/CT Radiomics-Based Prognostic Modeling inNon-Small Cell Lung Cancer
Sepehri, Shima, Tankyevych, Olena, Iantsen, Andrei, Visvikis, Dimitris, Hatt, Mathieu, Cheze Le Rest, Catherine
Published in Frontiers in oncology (18.10.2021)
Published in Frontiers in oncology (18.10.2021)
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Journal Article
Revisiting the identification of tumor sub-volumes predictive of residual uptake after (chemo)radiotherapy: influence of segmentation methods on 18F-FDG PET/CT images
Hatt, Mathieu, Tixier, Florent, Desseroit, Marie-Charlotte, Badic, Bogdan, Laurent, Baptiste, Visvikis, Dimitris, Rest, Catherine Cheze Le
Published in Scientific reports (17.10.2019)
Published in Scientific reports (17.10.2019)
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Journal Article
Comparison and Fusion of Machine Learning Algorithms for Prospective Validation of PET/CT Radiomic Features Prognostic Value in Stage II-III Non-Small Cell Lung Cancer
Sepehri, Shima, Tankyevych, Olena, Upadhaya, Taman, Visvikis, Dimitris, Hatt, Mathieu, Cheze Le Rest, Catherine
Published in Diagnostics (Basel) (09.04.2021)
Published in Diagnostics (Basel) (09.04.2021)
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Journal Article
Estrogen receptor‐positive/human epidermal growth factor receptor 2‐negative breast tumors
Groheux, David, Hatt, Mathieu, Hindié, Elif, Giacchetti, Sylvie, de Cremoux, Patricia, Lehmann‐Che, Jacqueline, Martineau, Antoine, Marty, Michel, Cuvier, Caroline, Cheze‐Le Rest, Catherine, de Roquancourt, Anne, Visvikis, Dimitris, Espié, Marc
Published in Cancer (01.06.2013)
Published in Cancer (01.06.2013)
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Journal Article
Comparison of Radiomics Models Built Through Machine Learning in a Multicentric Context With Independent Testing: Identical Data, Similar Algorithms, Different Methodologies
Upadhaya, Taman, Vallieres, Martin, Chatterjee, Avishek, Lucia, Francois, Bonaffini, Pietro Andrea, Masson, Ingrid, Mervoyer, Augustin, Reinhold, Caroline, Schick, Ulrike, Seuntjens, Jan, Rest, Catherine Cheze Le, Visvikis, Dimitris, Hatt, Mathieu
Published in IEEE transactions on radiation and plasma medical sciences (01.03.2019)
Published in IEEE transactions on radiation and plasma medical sciences (01.03.2019)
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Journal Article
Characterization of PET/CT images using texture analysis: the past, the present… any future?
Hatt, Mathieu, Tixier, Florent, Pierce, Larry, Kinahan, Paul E., Le Rest, Catherine Cheze, Visvikis, Dimitris
Published in European journal of nuclear medicine and molecular imaging (2017)
Published in European journal of nuclear medicine and molecular imaging (2017)
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Journal Article
Reliability of PET/CT Shape and Heterogeneity Features in Functional and Morphologic Components of Non-Small Cell Lung Cancer Tumors: A Repeatability Analysis in a Prospective Multicenter Cohort
Desseroit, Marie-Charlotte, Tixier, Florent, Weber, Wolfgang A, Siegel, Barry A, Cheze Le Rest, Catherine, Visvikis, Dimitris, Hatt, Mathieu
Published in Journal of Nuclear Medicine (01.03.2017)
Published in Journal of Nuclear Medicine (01.03.2017)
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Journal Article
Tumour functional sphericity from PET images: prognostic value in NSCLC and impact of delineation method
Hatt, Mathieu, Laurent, Baptiste, Fayad, Hadi, Jaouen, Vincent, Visvikis, Dimitris, Le Rest, Catherine Cheze
Published in European journal of nuclear medicine and molecular imaging (01.04.2018)
Published in European journal of nuclear medicine and molecular imaging (01.04.2018)
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Journal Article
Prognostic Value of Head and Neck Tumor Proliferative Sphericity From 3'-Deoxy-3'-[18F] Fluorothymidine Positron Emission Tomography
Majdoub, Mohamed, Hoeben, Bianca A. W., Troost, Esther G. C., Oyen, Wim J. G., Kaanders, Johannes H. A. M., Cheze Le Rest, Catherine, Visser, Eric P., Visvikis, Dimitris, Hatt, Mathieu
Published in IEEE transactions on radiation and plasma medical sciences (01.01.2018)
Published in IEEE transactions on radiation and plasma medical sciences (01.01.2018)
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Journal Article
Radiogenomics in Colorectal Cancer
Badic, Bogdan, Tixier, Florent, Cheze Le Rest, Catherine, Hatt, Mathieu, Visvikis, Dimitris
Published in Cancers (26.02.2021)
Published in Cancers (26.02.2021)
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Journal Article
Radiomics in PET/CT: Current Status and Future AI-Based Evolutions
Hatt, Mathieu, Cheze Le Rest, Catherine, Antonorsi, Nils, Tixier, Florent, Tankyevych, Olena, Jaouen, Vincent, Lucia, Francois, Bourbonne, Vincent, Schick, Ulrike, Badic, Bogdan, Visvikis, Dimitris
Published in Seminars in nuclear medicine (01.03.2021)
Published in Seminars in nuclear medicine (01.03.2021)
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Journal Article
Comparison between 18F-FDG PET image-derived indices for early prediction of response to neoadjuvant chemotherapy in breast cancer
Hatt, Mathieu, Groheux, David, Martineau, Antoine, Espié, Marc, Hindié, Elif, Giacchetti, Sylvie, de Roquancourt, Anne, Visvikis, Dimitris, Cheze-Le Rest, Catherine
Published in The Journal of nuclear medicine (1978) (01.03.2013)
Published in The Journal of nuclear medicine (1978) (01.03.2013)
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Journal Article
Are radiomics ready for clinical prime-time in PET/CT imaging?
Cheze Le Rest, Catherine, Hustinx, Roland
Published in The quarterly journal of nuclear medicine and molecular imaging (01.12.2019)
Published in The quarterly journal of nuclear medicine and molecular imaging (01.12.2019)
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