{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T09:10:24Z","timestamp":1760346624017,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":40,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,7,21]],"date-time":"2017-07-21T00:00:00Z","timestamp":1500595200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,7,21]]},"DOI":"10.1145\/3128128.3128137","type":"proceedings-article","created":{"date-parts":[[2017,9,12]],"date-time":"2017-09-12T18:53:22Z","timestamp":1505242402000},"page":"56-63","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Analyzing breast tumor heterogeneity to predict the response to chemotherapy using 3D MR images registration"],"prefix":"10.1145","author":[{"given":"Mohammed El","family":"Adoui","sequence":"first","affiliation":[{"name":"University of Mons (UMONS), Mons, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stylianos","family":"Drisis","sequence":"additional","affiliation":[{"name":"University of Brussels (ULB), Brussels, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed","family":"Benjelloun","sequence":"additional","affiliation":[{"name":"University of Mons (UMONS), Mons, Belgium"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,7,21]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.23971"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature12627"},{"key":"e_1_3_2_1_3_1","volume-title":"Image registration for quantitative parametric response mapping of cancer treatment response. Translational oncology 7, 1","author":"Boes J. L.","year":"2014","unstructured":"Boes , J. L. , Hoff , B. A. , Hylton , N. , Pickles , M. D. , Turnbull , L. W. , Schott , A. F. , Rehemtulla , A. , Chamberlain , R. , Lemasson , B. , Chenevert , T. L. , Image registration for quantitative parametric response mapping of cancer treatment response. Translational oncology 7, 1 ( 2014 ), 101--110. Boes, J. L., Hoff, B. A., Hylton, N., Pickles, M. D., Turnbull, L. W., Schott, A. F., Rehemtulla, A., Chamberlain, R., Lemasson, B., Chenevert, T. L., et al. Image registration for quantitative parametric response mapping of cancer treatment response. Translational oncology 7, 1 (2014), 101--110."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/34.24792"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.24119"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Cho G. Y. Moy L. Kim S. G. Baete S. H. Moccaldi M. Babb J. S. Sodickson D. K. and Sigmund E. E. Evaluation of breast cancer using intravoxel incoherent motion (ivim) histogram analysis: comparison with malignant status histological subtype and molecular prognostic factors. European radiology 26 8 (2016) 2547--2558.  Cho G. Y. Moy L. Kim S. G. Baete S. H. Moccaldi M. Babb J. S. Sodickson D. K. and Sigmund E. E. Evaluation of breast cancer using intravoxel incoherent motion (ivim) histogram analysis: comparison with malignant status histological subtype and molecular prognostic factors. European radiology 26 8 (2016) 2547--2558.","DOI":"10.1007\/s00330-015-4087-3"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.14131332"},{"key":"e_1_3_2_1_8_1","volume-title":"The cancer imaging archive (tcia): maintaining and operating a public information repository. Journal of digital imaging 26, 6","author":"Clark K.","year":"2013","unstructured":"Clark , K. , Vendt , B. , Smith , K. , Freymann , J. , Kirby , J. , Koppel , P. , Moore , S. , Phillips , S. , Maffitt , D. , Pringle , M. , The cancer imaging archive (tcia): maintaining and operating a public information repository. Journal of digital imaging 26, 6 ( 2013 ), 1045--1057. Clark, K., Vendt, B., Smith, K., Freymann, J., Kirby, J., Koppel, P., Moore, S., Phillips, S., Maffitt, D., Pringle, M., et al. The cancer imaging archive (tcia): maintaining and operating a public information repository. Journal of digital imaging 26, 6 (2013), 1045--1057."},{"key":"e_1_3_2_1_9_1","volume-title":"New response evaluation criteria in solid tumours: revised recist guideline (version 1.1). European journal of cancer 45, 2","author":"Eisenhauer E.","year":"2009","unstructured":"Eisenhauer , E. , Therasse , P. , Bogaerts , J. , Schwartz , L. , Sargent , D. , Ford , R. , Dancey , J. , Arbuck , S. , Gwyther , S. , Mooney , M. , New response evaluation criteria in solid tumours: revised recist guideline (version 1.1). European journal of cancer 45, 2 ( 2009 ), 228--247. Eisenhauer, E., Therasse, P., Bogaerts, J., Schwartz, L., Sargent, D., Ford, R., Dancey, J., Arbuck, S., Gwyther, S., Mooney, M., et al. New response evaluation criteria in solid tumours: revised recist guideline (version 1.1). European journal of cancer 45, 2 (2009), 228--247."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2015.1405"},{"key":"e_1_3_2_1_11_1","volume-title":"Minkowski functionals: An mri texture analysis tool for determination of the aggressiveness of breast cancer. Journal of Magnetic Resonance Imaging","author":"Fox M. J.","year":"2015","unstructured":"Fox , M. J. , Gibbs , P. , and Pickles , M. D . Minkowski functionals: An mri texture analysis tool for determination of the aggressiveness of breast cancer. Journal of Magnetic Resonance Imaging ( 2015 ). Fox, M. J., Gibbs, P., and Pickles, M. D. Minkowski functionals: An mri texture analysis tool for determination of the aggressiveness of breast cancer. Journal of Magnetic Resonance Imaging (2015)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1158\/1078-0432.CCR-10-2098"},{"key":"e_1_3_2_1_13_1","volume-title":"The parametric response map is an imaging biomarker for early cancer treatment outcome. Nature medicine 15, 5","author":"Galb\u00e1n C. J.","year":"2009","unstructured":"Galb\u00e1n , C. J. , Chenevert , T. L. , Meyer , C. R. , Tsien , C. , Lawrence , T. S. , Hamstra , D. A. , Junck , L. , Sundgren , P. C. , Johnson , T. D. , Ross , D. J. , The parametric response map is an imaging biomarker for early cancer treatment outcome. Nature medicine 15, 5 ( 2009 ), 572--576. Galb\u00e1n, C. J., Chenevert, T. L., Meyer, C. R., Tsien, C., Lawrence, T. S., Hamstra, D. A., Junck, L., Sundgren, P. C., Johnson, T. D., Ross, D. J., et al. The parametric response map is an imaging biomarker for early cancer treatment outcome. Nature medicine 15, 5 (2009), 572--576."},{"key":"e_1_3_2_1_14_1","volume-title":"Intratumor heterogeneity and branched evolution revealed by multiregion sequencing. N Engl j Med","author":"Gerlinger M.","year":"2012","unstructured":"Gerlinger , M. , Rowan , A. J. , Horswell , S. , Larkin , J. , Endesfelder , D. , Gronroos , E. , Martinez , P. , Matthews , N. , Stewart , A. , Tarpey , P. , Intratumor heterogeneity and branched evolution revealed by multiregion sequencing. N Engl j Med 2012 , 366 (2012), 883--892. Gerlinger, M., Rowan, A. J., Horswell, S., Larkin, J., Endesfelder, D., Gronroos, E., Martinez, P., Matthews, N., Stewart, A., Tarpey, P., et al. Intratumor heterogeneity and branched evolution revealed by multiregion sequencing. N Engl j Med 2012, 366 (2012), 883--892."},{"key":"e_1_3_2_1_15_1","volume-title":"Molecular analysis reveals a genetic basis for the phenotypic diversity of metaplastic breast carcinomas. The Journal of pathology 220, 5","author":"Geyer F. C.","year":"2010","unstructured":"Geyer , F. C. , Weigelt , B. , Natrajan , R. , Lambros , M. B. , de Biase , D. , Vatcheva , R. , Savage , K. , Mackay , A. , Ashworth , A. , and Reis-Filho , J. S. Molecular analysis reveals a genetic basis for the phenotypic diversity of metaplastic breast carcinomas. The Journal of pathology 220, 5 ( 2010 ), 562--573. Geyer, F. C., Weigelt, B., Natrajan, R., Lambros, M. B., de Biase, D., Vatcheva, R., Savage, K., Mackay, A., Ashworth, A., and Reis-Filho, J. S. Molecular analysis reveals a genetic basis for the phenotypic diversity of metaplastic breast carcinomas. The Journal of pathology 220, 5 (2010), 562--573."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1136\/amiajnl-2012-001460"},{"key":"e_1_3_2_1_17_1","volume-title":"Functional diffusion map as an early imaging biomarker for high-grade glioma: correlation with conventional radiologic response and overall survival. Journal of clinical oncology 26, 20","author":"Hamstra D. A.","year":"2008","unstructured":"Hamstra , D. A. , Galb\u00e1n , C. J. , Meyer , C. R. , Johnson , T. D. , Sundgren , P. C. , Tsien , C. , Lawrence , T. S. , Junck , L. , Ross , D. J. , Rehemtulla , A. , Functional diffusion map as an early imaging biomarker for high-grade glioma: correlation with conventional radiologic response and overall survival. Journal of clinical oncology 26, 20 ( 2008 ), 3387--3394. Hamstra, D. A., Galb\u00e1n, C. J., Meyer, C. R., Johnson, T. D., Sundgren, P. C., Tsien, C., Lawrence, T. S., Junck, L., Ross, D. J., Rehemtulla, A., et al. Functional diffusion map as an early imaging biomarker for high-grade glioma: correlation with conventional radiologic response and overall survival. Journal of clinical oncology 26, 20 (2008), 3387--3394."},{"key":"e_1_3_2_1_18_1","first-page":"6","article-title":"Textural features for image classification","volume":"3","author":"Haralick R. M.","year":"1973","unstructured":"Haralick , R. M. , Shanmugam , K. , Textural features for image classification . IEEE Transactions on systems, man, and cybernetics 3 , 6 ( 1973 ), 610--621. Haralick, R. M., Shanmugam, K., et al. Textural features for image classification. IEEE Transactions on systems, man, and cybernetics 3, 6 (1973), 610--621.","journal-title":"IEEE Transactions on systems, man, and cybernetics"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1002\/nbm.756"},{"key":"e_1_3_2_1_20_1","volume-title":"Heterogeneity analysis of gd-dtpa uptake: improvement in breast lesion differentiation. Journal of computer assisted tomography 23, 4","author":"Issa B.","year":"1999","unstructured":"Issa , B. , Buckley , D. L. , and Turnbull , L. W . Heterogeneity analysis of gd-dtpa uptake: improvement in breast lesion differentiation. Journal of computer assisted tomography 23, 4 ( 1999 ), 615--621. Issa, B., Buckley, D. L., and Turnbull, L. W. Heterogeneity analysis of gd-dtpa uptake: improvement in breast lesion differentiation. Journal of computer assisted tomography 23, 4 (1999), 615--621."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1002\/jmri.21778"},{"key":"e_1_3_2_1_22_1","volume-title":"Improving tumour heterogeneity mri assessment with histograms. British journal of cancer 111, 12","author":"Just N.","year":"2014","unstructured":"Just , N. Improving tumour heterogeneity mri assessment with histograms. British journal of cancer 111, 12 ( 2014 ), 2205--2213. Just, N. Improving tumour heterogeneity mri assessment with histograms. British journal of cancer 111, 12 (2014), 2205--2213."},{"key":"e_1_3_2_1_23_1","volume-title":"Breast cancer heterogeneity: Mr imaging texture analysis and survival outcomes. Radiology","author":"Kim J.-H.","year":"2016","unstructured":"Kim , J.-H. , Ko , E. S. , Lim , Y. , Lee , K. S. , Han , B.-K. , Ko , E. Y. , Hahn , S. Y. , and Nam , S. J . Breast cancer heterogeneity: Mr imaging texture analysis and survival outcomes. Radiology ( 2016 ), 160261. Kim, J.-H., Ko, E. S., Lim, Y., Lee, K. S., Han, B.-K., Ko, E. Y., Hahn, S. Y., and Nam, S. J. Breast cancer heterogeneity: Mr imaging texture analysis and survival outcomes. Radiology (2016), 160261."},{"key":"e_1_3_2_1_24_1","volume-title":"A nonrigid registration algorithm for longitudinal breast mr images and the analysis of breast tumor response. Magnetic resonance imaging 27, 9","author":"Li X.","year":"2009","unstructured":"Li , X. , Dawant , B. M. , Welch , E. B. , Chakravarthy , A. B. , Freehardt , D. , Mayer , I. , Kelley , M. , Meszoely , I. , Gore , J. C. , and Yankeelov , T. E . A nonrigid registration algorithm for longitudinal breast mr images and the analysis of breast tumor response. Magnetic resonance imaging 27, 9 ( 2009 ), 1258--1270. Li, X., Dawant, B. M., Welch, E. B., Chakravarthy, A. B., Freehardt, D., Mayer, I., Kelley, M., Meszoely, I., Gore, J. C., and Yankeelov, T. E. A nonrigid registration algorithm for longitudinal breast mr images and the analysis of breast tumor response. Magnetic resonance imaging 27, 9 (2009), 1258--1270."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1186\/bcr3658"},{"key":"e_1_3_2_1_26_1","volume-title":"Texture analysis on mr images helps predicting non-response to nac in breast cancer. BMC cancer 15, 1","author":"Michoux N.","year":"2015","unstructured":"Michoux , N. , Van den Broeck , S. , Lacoste , L. , Fellah , L. , Galant , C. , Berli\u00e8re , M. , and Leconte , I . Texture analysis on mr images helps predicting non-response to nac in breast cancer. BMC cancer 15, 1 ( 2015 ), 574. Michoux, N., Van den Broeck, S., Lacoste, L., Fellah, L., Galant, C., Berli\u00e8re, M., and Leconte, I. Texture analysis on mr images helps predicting non-response to nac in breast cancer. BMC cancer 15, 1 (2015), 574."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0501532102"},{"key":"e_1_3_2_1_28_1","first-page":"98","volume-title":"Energy & Communication (CIEC), 2016 2nd International Conference on","author":"Mukherjee G.","year":"2016","unstructured":"Mukherjee , G. , Chatterjee , A. , and Tudu , B . Study on the potential of combined glcm features towards medicinal plant classification. In Control, Instrumentation , Energy & Communication (CIEC), 2016 2nd International Conference on ( 2016 ), IEEE, pp. 98 -- 102 . Mukherjee, G., Chatterjee, A., and Tudu, B. Study on the potential of combined glcm features towards medicinal plant classification. In Control, Instrumentation, Energy & Communication (CIEC), 2016 2nd International Conference on (2016), IEEE, pp. 98--102."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature09807"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.2392021099"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1148\/radiol.14130569"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.22003"},{"key":"e_1_3_2_1_33_1","volume-title":"Survey over image thresholding techniques and quantitative performance evaluation. Journal of Electronic imaging 13, 1","author":"Sezgin M.","year":"2004","unstructured":"Sezgin , M. , Survey over image thresholding techniques and quantitative performance evaluation. Journal of Electronic imaging 13, 1 ( 2004 ), 146--168. Sezgin, M., et al. Survey over image thresholding techniques and quantitative performance evaluation. Journal of Electronic imaging 13, 1 (2004), 146--168."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature08489"},{"key":"e_1_3_2_1_35_1","volume-title":"Proceedings of the XVI\u00e2\u0102&Zacute;th International Conference on the use of Computers in Radiotherapy (ICCR)","author":"Sharp G.","year":"2010","unstructured":"Sharp , G. , Li , R. , Wolfgang , J. , Chen , G. , Peroni , M. , Spadea , M. , Mori , S. , Zhang , J. , Shackleford , J. , and Kandasamy , N . Plastimatch - an open source software suite for radiotherapy image processing . In Proceedings of the XVI\u00e2\u0102&Zacute;th International Conference on the use of Computers in Radiotherapy (ICCR) , Amsterdam, Netherlands ( 2010 ). Sharp, G., Li, R., Wolfgang, J., Chen, G., Peroni, M., Spadea, M., Mori, S., Zhang, J., Shackleford, J., and Kandasamy, N. Plastimatch - an open source software suite for radiotherapy image processing. In Proceedings of the XVI\u00e2\u0102&Zacute;th International Conference on the use of Computers in Radiotherapy (ICCR), Amsterdam, Netherlands (2010)."},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1002\/nbm.3132"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","unstructured":"Therasse P. Mauriac L. Welnicka-Jaskiewicz M. Bruning P. Cufer T. Bonnefoi H. Tomiak E. Pritchard K. Hamilton A. and Piccart M. Final results of a randomized phase iii trial comparing cyclophosphamide epirubicin and fluorouracil with a dose-intensified epirubicin and cyclophosphamide+ filgrastim as neoadjuvant treatment in locally advanced breast cancer: an eortc-ncic-sakk multicenter study. Journal of clinical oncology 21 5 (2003) 843--850.  Therasse P. Mauriac L. Welnicka-Jaskiewicz M. Bruning P. Cufer T. Bonnefoi H. Tomiak E. Pritchard K. Hamilton A. and Piccart M. Final results of a randomized phase iii trial comparing cyclophosphamide epirubicin and fluorouracil with a dose-intensified epirubicin and cyclophosphamide+ filgrastim as neoadjuvant treatment in locally advanced breast cancer: an eortc-ncic-sakk multicenter study. Journal of clinical oncology 21 5 (2003) 843--850.","DOI":"10.1200\/JCO.2003.05.135"},{"key":"e_1_3_2_1_38_1","volume-title":"N4itk: improved n3 bias correction","author":"Tustison N. J.","year":"2010","unstructured":"Tustison , N. J. , Avants , B. B. , Cook , P. A. , Zheng , Y. , Egan , A. , Yushkevich , P. A. , and Gee , J. C . N4itk: improved n3 bias correction . IEEE transactions on medical imaging 29, 6 ( 2010 ), 1310--1320. Tustison, N. J., Avants, B. B., Cook, P. A., Zheng, Y., Egan, A., Yushkevich, P. A., and Gee, J. C. N4itk: improved n3 bias correction. IEEE transactions on medical imaging 29, 6 (2010), 1310--1320."},{"key":"e_1_3_2_1_39_1","volume-title":"Managing dicom images: Tips and tricks for the radiologist. The Indian journal of radiology & imaging 22, 1","author":"Varma D. R.","year":"2012","unstructured":"Varma , D. R. Managing dicom images: Tips and tricks for the radiologist. The Indian journal of radiology & imaging 22, 1 ( 2012 ), 4. Varma, D. R. Managing dicom images: Tips and tricks for the radiologist. The Indian journal of radiology & imaging 22, 1 (2012), 4."},{"key":"e_1_3_2_1_40_1","volume-title":"Machine vision algorithms in Java: techniques and implementation","author":"Whelan P. F.","year":"2012","unstructured":"Whelan , P. F. , and Molloy , D . Machine vision algorithms in Java: techniques and implementation . Springer Science & Business Media , 2012 . Whelan, P. F., and Molloy, D. Machine vision algorithms in Java: techniques and implementation. Springer Science & Business Media, 2012."}],"event":{"name":"ICSDE '17: International Conference on Smart Digital Environment 2017","acronym":"ICSDE '17","location":"Rabat Morocco"},"container-title":["Proceedings of the 2017 International Conference on Smart Digital Environment"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3128128.3128137","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3128128.3128137","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:11:01Z","timestamp":1750212661000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3128128.3128137"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,7,21]]},"references-count":40,"alternative-id":["10.1145\/3128128.3128137","10.1145\/3128128"],"URL":"https:\/\/doi.org\/10.1145\/3128128.3128137","relation":{},"subject":[],"published":{"date-parts":[[2017,7,21]]},"assertion":[{"value":"2017-07-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}