{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T04:23:00Z","timestamp":1751516580966,"version":"3.41.0"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319787220"},{"type":"electronic","value":"9783319787237"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-78723-7_26","type":"book-chapter","created":{"date-parts":[[2018,3,27]],"date-time":"2018-03-27T05:16:28Z","timestamp":1522127788000},"page":"302-313","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["A Combined Approach of Multiscale Texture Analysis and Interest Point\/Corner Detectors for Microcalcifications Diagnosis"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4964-7951","authenticated-orcid":false,"given":"Liliana","family":"Losurdo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2729-9896","authenticated-orcid":false,"given":"Annarita","family":"Fanizzi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Teresa M. A.","family":"Basile","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roberto","family":"Bellotti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ubaldo","family":"Bottigli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rosalba","family":"Dentamaro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vittorio","family":"Didonna","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alfonso","family":"Fausto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raffaella","family":"Massafra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alfonso","family":"Monaco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Moschetta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ondina","family":"Popescu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pasquale","family":"Tamborra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sabina","family":"Tangaro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniele","family":"La Forgia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,3,28]]},"reference":[{"issue":"6","key":"26_CR1","doi-asserted-by":"publisher","first-page":"2052","DOI":"10.1118\/1.3121511","volume":"36","author":"M Elter","year":"2009","unstructured":"Elter, M., Horsch, A.: CADx of mammographic masses and clustered microcalcifications: a review. Med. Phys. 36(6), 2052\u20132068 (2009)","journal-title":"Med. Phys."},{"issue":"4","key":"26_CR2","doi-asserted-by":"publisher","first-page":"S10","DOI":"10.1186\/bcr2739","volume":"12","author":"A Howell","year":"2010","unstructured":"Howell, A.: The emerging breast cancer epidemic: early diagnosis and treatment. Breast Cancer Res. 12(4), S10 (2010)","journal-title":"Breast Cancer Res."},{"key":"26_CR3","unstructured":"Breast Cancer Facts. http:\/\/www.uthscsa.edu\/hscnews\/pdf\/. Accessed Apr 2010"},{"issue":"17","key":"26_CR4","doi-asserted-by":"publisher","first-page":"1672","DOI":"10.1056\/NEJMcp021804","volume":"348","author":"SW Fletcher","year":"2003","unstructured":"Fletcher, S.W., Elmore, J.G.: Mammographic screening for breast cancer. N. Engl. J. Med. 348(17), 1672\u20131680 (2003)","journal-title":"N. Engl. J. Med."},{"issue":"10","key":"26_CR5","doi-asserted-by":"publisher","first-page":"1245","DOI":"10.1001\/jama.293.10.1245","volume":"293","author":"JG Elmore","year":"2006","unstructured":"Elmore, J.G., Armstrong, K., Lehman, C.D., Fletcher, S.W.: Screening for breast cancer. JAMA 293(10), 1245\u20131256 (2006)","journal-title":"JAMA"},{"issue":"12","key":"26_CR6","doi-asserted-by":"publisher","first-page":"2967","DOI":"10.1016\/S0031-3203(03)00192-4","volume":"36","author":"HD Cheng","year":"2003","unstructured":"Cheng, H.D., Cai, X., Chen, X., Hu, L., Lou, X.: Computer-aided detection and classification of microcalcifications in mammograms: a survey. Pattern Recogn. 36(12), 2967\u20132991 (2003)","journal-title":"Pattern Recogn."},{"issue":"7034","key":"26_CR7","doi-asserted-by":"publisher","first-page":"809","DOI":"10.1136\/bmj.312.7034.809","volume":"312","author":"J Brown","year":"1996","unstructured":"Brown, J., Bryan, S., Warren, R.: Mammography screening: an incremental cost effectiveness analysis of double versus single reading of mammograms. BMJ 312(7034), 809\u2013812 (1996)","journal-title":"BMJ"},{"issue":"6","key":"26_CR8","doi-asserted-by":"publisher","first-page":"1159","DOI":"10.1158\/1055-9965.EPI-06-0034","volume":"15","author":"VA McCormack","year":"2006","unstructured":"McCormack, V.A., dos Santos Silva, I.: Breast density and parenchymal patterns as markers of breast cancer risk: a meta-analysis. Cancer Epidemiol. Prev. Biomark. 15(6), 1159\u20131169 (2006)","journal-title":"Cancer Epidemiol. Prev. Biomark."},{"issue":"6","key":"26_CR9","doi-asserted-by":"publisher","first-page":"1130","DOI":"10.2214\/ajr.126.6.1130","volume":"126","author":"JN Wolfe","year":"1976","unstructured":"Wolfe, J.N.: Breast patterns as an index of risk for developing breast cancer. Am. J. Roentgenol. 126(6), 1130\u20131137 (1976)","journal-title":"Am. J. Roentgenol."},{"issue":"3","key":"26_CR10","doi-asserted-by":"publisher","first-page":"671","DOI":"10.1148\/radiology.198.3.8628853","volume":"198","author":"Y Jiang","year":"1996","unstructured":"Jiang, Y., Nishikawa, R.M., Wolverton, D.E., Metz, C.E., Giger, M.L., Schmidt, R.A., Vyborny, C.J., Doi, K.: Malignant and benign clustered microcalcifications: automated feature analysis and classification. Radiology 198(3), 671\u2013678 (1996)","journal-title":"Radiology"},{"issue":"10","key":"26_CR11","doi-asserted-by":"publisher","first-page":"2007","DOI":"10.1118\/1.598389","volume":"25","author":"HP Chan","year":"1998","unstructured":"Chan, H.P., Sahiner, B., Lam, K.L., Petrick, N., Helvie, M.A., Goodsitt, M.M., Adler, D.D.: Computerized analysis of mammographic microcalcifications in morphological and texture feature spaces. Med. Phys. 25(10), 2007\u20132019 (1998)","journal-title":"Med. Phys."},{"issue":"4","key":"26_CR12","doi-asserted-by":"publisher","first-page":"789","DOI":"10.1118\/1.1655711","volume":"31","author":"R Nakayama","year":"2004","unstructured":"Nakayama, R., Uchiyama, Y., Watanabe, R., Katsuragawa, S., Namba, K.: Computer-aided diagnosis scheme for histological classification of clustered microcalcifications on magnification mammograms. Med. Phys. 31(4), 789\u2013799 (2004)","journal-title":"Med. Phys."},{"issue":"1","key":"26_CR13","doi-asserted-by":"publisher","first-page":"1195","DOI":"10.1016\/B978-012119792-6\/50130-3","volume":"2","author":"MP Sampat","year":"2005","unstructured":"Sampat, M.P., Markey, M.K., Bovik, A.C.: Computer-aided detection and diagnosis in mammography. Handb. Image Video Process. 2(1), 1195\u20131217 (2005)","journal-title":"Handb. Image Video Process."},{"key":"26_CR14","doi-asserted-by":"crossref","unstructured":"Zhang, X., Homma, N., Goto, S., Kawasumi, Y., Ishibashi, T., Abe, M., Sugita, N., Yoshizawa, M.: A hybrid image filtering method for computer-aided detection of microcalcification clusters in mammograms. J. Med. Eng. 2013, 8 p. (2013). Article no. 615254","DOI":"10.1155\/2013\/615254"},{"issue":"1","key":"26_CR15","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1186\/1471-2342-14-23","volume":"14","author":"L Vivona","year":"2014","unstructured":"Vivona, L., Cascio, D., Fauci, F., Raso, G.: Fuzzy technique for microcalcifications clustering in digital mammograms. BMC Med. Imaging 14(1), 23 (2014)","journal-title":"BMC Med. Imaging"},{"issue":"1","key":"26_CR16","doi-asserted-by":"publisher","first-page":"159","DOI":"10.1118\/1.4938059","volume":"43","author":"J Wang","year":"2016","unstructured":"Wang, J., Nishikawa, R.M., Yang, Y.: Improving the accuracy in detection of clustered microcalcifications with a context-sensitive classification model. Med. Phys. 43(1), 159\u2013170 (2016)","journal-title":"Med. Phys."},{"key":"26_CR17","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1016\/j.knosys.2011.11.021","volume":"28","author":"A Oliver","year":"2012","unstructured":"Oliver, A., Torrent, A., Llad\u00f3, X., Tortajada, M., Tortajada, L., Sent\u00eds, M., Freixenet, J., Zwiggelaar, R.: Automatic microcalcification and cluster detection for digital and digitised mammograms. Knowl.-Based Syst. 28, 68\u201375 (2012)","journal-title":"Knowl.-Based Syst."},{"key":"26_CR18","doi-asserted-by":"crossref","unstructured":"Gallardo-Caballero, R., Garc\u00eda-Orellana, C.J., Garc\u00eda-Manso, A., Gonz\u00e1lez-Velasco, H.M., Mac\u00edas-Mac\u00edas, M.: Independent component analysis to detect clustered microcalcification breast cancers. Sci. World J. 2012, 6 p. (2012). Article no. 540457","DOI":"10.1100\/2012\/540457"},{"issue":"1","key":"26_CR19","doi-asserted-by":"publisher","first-page":"96","DOI":"10.1186\/1475-925X-11-96","volume":"11","author":"W Jian","year":"2012","unstructured":"Jian, W., Sun, X., Luo, S.: Computer-aided diagnosis of breast microcalcifications based on dual-tree complex wavelet transform. Biomed. Eng. Online 11(1), 96 (2012)","journal-title":"Biomed. Eng. Online"},{"issue":"4","key":"26_CR20","first-page":"130","volume":"2","author":"AC Phadke","year":"2013","unstructured":"Phadke, A.C., Rege, P.P.: Detection and classification of microcalcifications using discrete wavelet transform. Int. J. Emerg. Trends Technol. Comput. Sci. 2(4), 130\u2013134 (2013)","journal-title":"Int. J. Emerg. Trends Technol. Comput. Sci."},{"issue":"1","key":"26_CR21","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1016\/j.eij.2015.08.001","volume":"17","author":"BS Khehra","year":"2016","unstructured":"Khehra, B.S., Pharwaha, A.P.S.: Classification of clustered microcalcifications using MLFFBP-ANN and SVM. Egypt. Inform. J. 17(1), 11\u201320 (2016)","journal-title":"Egypt. Inform. J."},{"issue":"4","key":"26_CR22","first-page":"133","volume":"7","author":"H Boulehmi","year":"2016","unstructured":"Boulehmi, H., Mahersia, H., Hamrouni, K.: A new CAD system for breast microcalcifications diagnosis. Int. J. Adv. Comput. Sci. Appl. 7(4), 133\u2013143 (2016)","journal-title":"Int. J. Adv. Comput. Sci. Appl."},{"issue":"4","key":"26_CR23","doi-asserted-by":"publisher","first-page":"1203","DOI":"10.1109\/TBME.2014.2385102","volume":"62","author":"Z Chen","year":"2015","unstructured":"Chen, Z., Strange, H., Oliver, A., Denton, E.R., Boggis, C., Zwiggelaar, R.: Topological modeling and classification of mammographic microcalcification clusters. IEEE Trans. Biomed. Eng. 62(4), 1203\u20131214 (2015)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"26_CR24","doi-asserted-by":"crossref","unstructured":"Fanizzi, A., Basile, T.M.A., Losurdo, L., Amoroso, N., Bellotti, R., Bottigli, U., Dentamaro, R., Didonna, V., Fausto, A., Massafra, R., Moschetta, M., Tamborra, P., Tangaro, S., La Forgia, D.: Hough transform for clustered microcalcifications detection in full-field digital mammograms. In: Applications of Digital Image Processing XL, vol. 10396, p. 1039616. International Society for Optics and Photonics, San Diego (2017)","DOI":"10.1117\/12.2273814"},{"issue":"10","key":"26_CR25","doi-asserted-by":"publisher","first-page":"923","DOI":"10.1109\/TC.1978.1674971","volume":"C\u201327","author":"J Sklansky","year":"1978","unstructured":"Sklansky, J.: On the Hough technique for curve detection. IEEE Trans. Comput. C\u201327(10), 923\u2013926 (1978)","journal-title":"IEEE Trans. Comput."},{"key":"26_CR26","first-page":"123","volume":"123","author":"SJK Pedersen","year":"2007","unstructured":"Pedersen, S.J.K.: Circular hough transform. Aalborg Univ. Vis. Graph. Interact. Syst. 123, 123 (2007)","journal-title":"Aalborg Univ. Vis. Graph. Interact. Syst."},{"key":"26_CR27","volume-title":"Digital Image Processing","author":"RC Gonzalez","year":"2006","unstructured":"Gonzalez, R.C., Woods, R.E.: Digital Image Processing, 3rd edn. Prentice-Hall, Upper Saddle River (2006)","edition":"3"},{"issue":"7","key":"26_CR28","doi-asserted-by":"publisher","first-page":"674","DOI":"10.1109\/34.192463","volume":"11","author":"SG Mallat","year":"1989","unstructured":"Mallat, S.G.: A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans. Pattern Anal. Mach. Intell. 11(7), 674\u2013693 (1989)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"3","key":"26_CR29","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1016\/j.cviu.2007.09.014","volume":"110","author":"H Bay","year":"2008","unstructured":"Bay, H., Ess, A., Tuytelaars, T., Van Gool, L.: Speeded-up robust features (SURF). Comput. Vis. Image Underst. 110(3), 346\u2013359 (2008)","journal-title":"Comput. Vis. Image Underst."},{"key":"26_CR30","doi-asserted-by":"crossref","unstructured":"Shi, J., Tomasi, C.: Good features to track. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Proceedings CVPR 1994, pp. 593\u2013600. IEEE (1994)","DOI":"10.1109\/CVPR.1994.323794"},{"issue":"1","key":"26_CR31","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Mach. Learn. 45(1), 5\u201332 (2001)","journal-title":"Mach. Learn."},{"issue":"4","key":"26_CR32","doi-asserted-by":"publisher","first-page":"2259","DOI":"10.1007\/s10916-011-9693-2","volume":"36","author":"R Ramos-Poll\u00e1n","year":"2012","unstructured":"Ramos-Poll\u00e1n, R., Guevara-L\u00f3pez, M.A., Su\u00e1rez-Ortega, C., D\u00edaz-Herrero, G., Franco-Valiente, J.M., Rubio-del-Solar, M., Gonz\u00e1lez-de-Posada, N., Pires Vaz, M.A., Loureiro, J., Ramos, I.: Discovering mammography-based machine learning classifiers for breast cancer diagnosis. J. Med. Syst. 36(4), 2259\u20132269 (2012)","journal-title":"J. Med. Syst."}],"container-title":["Lecture Notes in Computer Science","Bioinformatics and Biomedical Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-78723-7_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T00:25:07Z","timestamp":1751502307000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-78723-7_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319787220","9783319787237"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-78723-7_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"28 March 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IWBBIO","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Bioinformatics and Biomedical Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Granada","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 April 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 April 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwbbio2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/iwbbio.ugr.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}