{"id":65,"date":"2019-06-20T15:50:29","date_gmt":"2019-06-20T13:50:29","guid":{"rendered":"https:\/\/project.inria.fr\/predictive\/?page_id=65"},"modified":"2019-06-20T16:27:23","modified_gmt":"2019-06-20T14:27:23","slug":"publications","status":"publish","type":"page","link":"https:\/\/project.inria.fr\/predictive\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p>&nbsp;<\/p>\n<ul>\n<li id=\"aui_3_4_0_1_309\"><label id=\"aui_3_4_0_1_308\"> M. Hatt, F. Tixier, L. Pierce, P. Kinahan, C. Cheze-Le Rest, D. Visvikis: <\/label> <a href=\"http:\/\/link.springer.com\/article\/10.1007\/s00259-016-3427-0\"> Characterization of PET\/CT images using texture analysis: the past, the present\u2026 any future? <\/a> <label> European Journal of Nuclear Medicine and Molecular Imaging <\/label> <label> : 2017 <\/label><\/li>\n<li><label> K. Gnep, A. Fargeas, R.E. Guti\u00e9rrez-Carvajal, F. Commandeur, R. Mathieu, J.D. Ospina, Y. Rolland,T. Rohou, S. Vincendeau, M. Hatt, O. Acosta, R. de Crevoisier: <\/label> <a href=\"http:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/jmri.25335\/abstract\"> Haralick textural features on T2-weighted MRI are associated with biochemical recurrence following radiotherapy for peripheral zone prostate cancer <\/a> <label> Journal of Magnetic Resonance Imaging <\/label> <label> : 2017 <\/label><\/li>\n<li><label> M-C. Desseroit, F. Tixier, W. A. Weber, B. A. Siegel, C. Cheze Le Rest, D. Visvikis, M. Hatt: <\/label> <a href=\"http:\/\/jnm.snmjournals.org\/content\/early\/2016\/10\/19\/jnumed.116.180919.abstract\"> Reliability of PET\/CT shape and heterogeneity features in functional and morphological components of Non-Small Cell Lung Cancer tumors: a repeatability analysis in a prospective multi-center cohort <\/a> <label> Journal of Nuclear Medicine <\/label> <label> : 2017 <\/label><\/li>\n<li><label> M-C. Desseroit, D. Visvikis, F. Tixier, M. Majdoub, R. Perdrisot, R. Guillevin, C. Cheze Le Rest*, M. Hatt*: <\/label> <a href=\"http:\/\/link.springer.com\/article\/10.1007%2Fs00259-016-3325-5\"> Development of a nomogram combining clinical staging with 18F-FDG PET\/CT image features in Non-Small Cell Lung Cancer stage I-III <\/a> <label> European Journal of Nuclear Medicine and Molecular Imaging <\/label> <label> : 2016 <\/label><\/li>\n<li><label> C. Lasnon, M. Majdoub, B. Lavigne, P. Do, J. Madelaine, D. Visvikis, N. Aide*, M. Hatt*: <\/label> <a href=\"http:\/\/link.springer.com\/article\/10.1007%2Fs00259-016-3441-2\"> 18F-FDG PET\/CT heterogeneity quantification through textural features in the era of harmonisation programs: a focus on lung cancer <\/a> <label> European Journal of Nuclear Medicine and Molecular Imaging <\/label> <label> : 2016 <\/label><\/li>\n<li><label> Gwenaelle Correge, Jean-L. Lagrange, Gilles Cr\u00e9hange, Antoine Simon, Pascal Haigron, Renaud Crevoisier, Gael Dr\u00e9an, Oscar Acosta, Juan D. Ospina, Aureline Fargeas, Caroline Lafond: <\/label> <a href=\"https:\/\/hal-univ-rennes1.archives-ouvertes.fr\/hal-01361503\"> Identification of a rectal subregion highly predictive of rectal bleeding in prostate cancer IMRT <\/a> <label> Radiotherapy and Oncology <\/label> <label> : 2016 <\/label><\/li>\n<li><label> M. Hatt, M. Majdoub, M. Valli\u00e8res, F. Tixier, C. Cheze Le Rest, D. Groheux, E. Hindi\u00e9, A. Martineau, O. Pradier, R. Hustinx, R. Perdrisot, R. Guillevin, I. El Naqa, D. Visvikis: <\/label> <a href=\"http:\/\/jnm.snmjournals.org\/content\/early\/2014\/12\/09\/jnumed.114.144055.abstract\"> FDG PET uptake characterization through texture analysis: investigating the complementary nature of heterogeneity and functional tumor volume in a multi-cancer site patient cohort <\/a> <label> Journal of Nuclear Medicine <\/label> <label> : 2015 <\/label><\/li>\n<li><label> D. Groheux, M. Majdoub, A. Martineau, D. Visvikis, M. Espi\u00e9, M. Hatt, E. Hindi\u00e9: <\/label> <a href=\"http:\/\/pubs.rsna.org\/doi\/pdf\/10.1148\/radiol.2015141638\"> Early metabolic response to neoadjuvant treatment: 18FDG-PET\/CT criteria according to breast cancer subtype <\/a> <label> Radiology <\/label> <label> : 2015 <\/label><\/li>\n<li><label> D.Groheux, M. Majdoub, A. Martineau, D. Visvikis, M. Espi\u00e9, M.Hatt, E. Hindi\u00e9.: <\/label> <a href=\"http:\/\/jnm.snmjournals.org\/cgi\/pmidlookup?view=long&amp;pmid=25883123\"> 18FDG uptake and total lesion glycolysis measured at baseline and after 2 courses of neoadjuvant chemotherapy are powerful tools to predict relapse in patients with ER+\/HER2- breast cancer. <\/a> <label> Journal of Nuclear Medicine <\/label> <label> : 2015 <\/label><\/li>\n<li><label> D. Groheux, M. Majdoub, F. Tixier, C. Cheze Le Rest, A. Martineau, P. Merlet, M. Espi\u00e9, A. de Roquancourt, E. Hindi\u00e9, M. Hatt: <\/label> <a href=\"http:\/\/link.springer.com\/article\/10.1007\/s00259-015-3110-x\"> Do clinical, histological or immunohistochemical primary tumor characteristics translate into different 18FDG-PET\/CT image features in stage II-III breast cancer? <\/a> <label> European Journal of Nuclear Medicine and Molecular Imaging <\/label> <label> : 2015 <\/label><\/li>\n<li><label> M. Majdoub, C. Cheze Le Rest, P. Lambin, R. Larue, L. Quero, L. Vercellino, B.A.W. Hoeben, E.P. Visser, D. Visvikis, M. Hatt: <\/label> <strong>Assessing prognostic value of 18F-FDG PET derived functional shape features<\/strong> <label> Society of nuclear medicine and molecular imaging annual meeting <\/label> <label> : 2015 <\/label><\/li>\n<li><label> D. Groheux, A. Sanna, M. Majdoub, P. de Cremoux, S. Giacchetti, L. Teixeira, M. Espi\u00e9, P. Merlet, , A. de Roquancourt, D. Visvikis, M. Hatt, M. Resche-Rigon, Elif Hindi\u00e9: <\/label> <strong>18FDG uptake and total lesion glycolysis measured at baseline and after 2 courses of neoadjuvant chemotherapy are powerful tools to predict relapse in patients with ER+\/HER2- breast cancer<\/strong> <label> Society of nuclear medicine and molecular imaging annual meeting <\/label> <label> : 2015 <\/label><\/li>\n<li><label> D. Groheux, M. Majdoub, A. Martineau, D. Visvikis, M. Espi\u00e9, M. Hatt, E. Hindi\u00e9: <\/label> <strong>Early evaluation of response to neoadjuvant treatment: FDG-PET\/CT criteria according to breast cancer subtype<\/strong> <label> Society of nuclear medicine and molecular imaging annual meeting <\/label> <label> : 2015 <\/label><\/li>\n<li><label> D. Groheux, M. Majdoub, F. Tixier, C. Cheze Le Rest, A. Martineau, P. Merlet, M. Espi\u00e9, A. de Roquancourt, E. Hindi\u00e9, M. Hatt, D. Visvikis: <\/label> <strong>Do histopathological primary tumor characteristics translate into different FDG uptake quantification features in stage II-III breast cancer?<\/strong> <label> Society of nuclear medicine and molecular imaging annual meeting <\/label> <label> : 2015 <\/label><\/li>\n<li><label> M-C. Desseroit, M. Majdoub, F. Tixier, D. Visvikis, C. Cheze-Le Rest, M. Hatt: <\/label> <strong>Quantification of tumor heterogeneity using textural features analysis of PET and CT images provides complementary prognostic value in stage I-III NSCLC<\/strong> <label> Society of nuclear medicine and molecular imaging annual meeting <\/label> <label> : 2015 <\/label><\/li>\n<li><label> Aur\u00e9line Fargeas, Laurent Albera, Amar Kachenoura, Gael Dr\u00e9an, Juan-David Ospina, Julie Coloigner, Caroline Lafond, Jean-Bernard Delobel, Renaud De Crevoisier, Oscar Acosta: <\/label> <a href=\"http:\/\/dx.doi.org\/10.1016\/j.medengphy.2014.08.009\"> On feature extraction and classification in prostate cancer radiotherapy using tensor decompositions, under review in Medical Engineering &amp; Physics <\/a> <label> : 2014 <\/label><\/li>\n<li><label> Julie Coloigner, Aur\u00e9line Fargeas, Amar Kachenoura, Lu Wang, Gael Dr\u00e9an, Caroline Lafond, Lotfi Senhadji, Renaud De Crevoisier, Oscar Acosta, Laurent Albera: <\/label> <a href=\"http:\/\/ieeexplore.ieee.org\/xpls\/abs_all.jsp?arnumber=6846265\"> A novel classification method for prediction of rectal bleeding in prostate cancer radiotherapy based on a semi-nonnegative ICA of 3D planned dose distributions, accepted for publication in IEEE Journal of Biomedical and Health Informatics (J-BHI) <\/a> <label> : 2014 <\/label><\/li>\n<li><label> R. E. Guti\u00e9rrez-Carvajal, A. Fargeas, K. Gnep, Y. Rolland, O. Acosta, R. De Crevoiser, : <\/label> <strong>A Comparison of Multiparametric MRI Modalities to Discriminate Prostate Cancer Tumours, 10th International Symposium on Medical Information Processing and Analysis, Cartagena &#8211; Colombia, October 14-16, 2014<\/strong> <label> : 2014 <\/label><\/li>\n<li><label> M.C. Desseroit, C. Cheze-Le Rest, F. Tixier, M. Majdoub, R. Guillevin, R. Perdrisot, D. Visvikis, M. Hatt: <\/label> <a href=\"http:\/\/www.aapm.org\/meetings\/2014am\/PRAbs.asp?mid=90&amp;aid=24059\"> Complementary Prognostic Value of CT and 18F-FDG PET Non-Small Cell Lung Cancer Tumor Heterogeneity Features Quantified Trough Texture Analysis <\/a> <label> American Association of Physicists in Medicine annual meeting &#8211; Science Council session <\/label> <label> : 2014 <\/label><\/li>\n<li><label> M. Hatt, F. Tixier, M. Majdoub, C. Cheze-Le Rest, O. Pradier, R. Hustinx, D. Visvikis: <\/label> <a href=\"http:\/\/jnumedmtg.snmjournals.org\/cgi\/content\/short\/55\/1_MeetingAbstracts\/2070\"> Quantification of intra-tumor 18F-FDG PET tracer uptake heterogeneity through textural features analysis: which minimum functional tumor volume to consider? <\/a> <label> Society of nuclear medicine and molecular imaging annual meeting <\/label> <label> : 2014 <\/label><\/li>\n<li><label> Aur\u00e9line Fargeas, Laurent Albera, Amar Kachenoura, Ga\u00ebl Dr\u00e9an, Juan-David Ospina, Julie Coloigner, Caroline Lafond, Jean-Bernard Delobel, Renaud De Crevoisier, Oscar Acosta: <\/label> <a href=\"http:\/\/www.hal.inserm.fr\/inserm-01119187\"> On feature extraction and classification in prostate cancer radiotherapy using tensor decompositions. <\/a> <label> Medical Engineering &amp; Physics <\/label> <label> : 2014 <\/label><\/li>\n<li><label> Aur\u00e9line Fargeas, Amar Kachenoura, Oscar Acosta, Laurent Albera, Gael Dr\u00e9an, Renaud de crevoisier: <\/label> <a href=\"http:\/\/dx.doi.org\/10.1016\/j.irbm.2013.07.009\"> Feature extraction and classification for rectal bleeding in prostate cancer radiotherapy: A PCA based method. IRBM Volume 34, Issues 4\u20135, November 2013, Pages 296\u2013299. <\/a> <label> : 2013 <\/label><\/li>\n<li><label> Majdoub M, Visvikis D, Tixier F, Hoeben B, Visser E, Cheze-Le Rest C, Hatt M: <\/label> <a href=\"http:\/\/hal.univ-brest.fr\/hal-00936229\/\"> Proliferative 18F-FLT PET tumor volumes characterization for prediction of locoregional recurrence and disease-free survival in head and neck cancer. (Society of nuclear medicine and molecular imaging annual meeting) <\/a> <label> : 2013 <\/label><\/li>\n<li><label> Aur\u00e9line Fargeas, Laurent Albera, Amar Kachenoura, Oscar Acosta, Gael Dr\u00e9an, Antoine Simon, Renaud de Crevoisier: <\/label> <strong>Prediction of rectal bleeding in prostate cancer radiotherapy: blind source separation approaches, European Society for Radiation &amp; Oncology (ESTRO)<\/strong> <label> : 2013 <\/label><\/li>\n<li><label> Aureline Fargeas, Amar Kachenoura, Oscar Acosta, Laurent Albera, Gael Drean, Renaud De Crevoisier: <\/label> <a href=\"https:\/\/hal-univ-rennes1.archives-ouvertes.fr\/hal-00956765\"> Feature extraction and classification for rectal bleeding in prostate cancer radiotherapy: A PCA based method <\/a> <label> IRBM <\/label> <label> : 2013 <\/label><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>&nbsp; M. Hatt, F. Tixier, L. Pierce, P. Kinahan, C. Cheze-Le Rest, D. Visvikis: Characterization of PET\/CT images using texture analysis: the past, the present\u2026\u2026<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/project.inria.fr\/predictive\/publications\/\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":1611,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-65","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/project.inria.fr\/predictive\/wp-json\/wp\/v2\/pages\/65","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/project.inria.fr\/predictive\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.inria.fr\/predictive\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/predictive\/wp-json\/wp\/v2\/users\/1611"}],"replies":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/predictive\/wp-json\/wp\/v2\/comments?post=65"}],"version-history":[{"count":2,"href":"https:\/\/project.inria.fr\/predictive\/wp-json\/wp\/v2\/pages\/65\/revisions"}],"predecessor-version":[{"id":105,"href":"https:\/\/project.inria.fr\/predictive\/wp-json\/wp\/v2\/pages\/65\/revisions\/105"}],"wp:attachment":[{"href":"https:\/\/project.inria.fr\/predictive\/wp-json\/wp\/v2\/media?parent=65"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}