{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T05:01:38Z","timestamp":1726030898499},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030205171"},{"type":"electronic","value":"9783030205188"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","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":[[2019]]},"DOI":"10.1007\/978-3-030-20518-8_73","type":"book-chapter","created":{"date-parts":[[2019,6,4]],"date-time":"2019-06-04T23:02:40Z","timestamp":1559689360000},"page":"883-894","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Feature Selection and Assessment of Lung Cancer Sub-types by Applying Predictive Models"],"prefix":"10.1007","author":[{"given":"Sara","family":"Gonz\u00e1lez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel","family":"Castillo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juan Manuel","family":"Galvez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ignacio","family":"Rojas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luis Javier","family":"Herrera","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,5,16]]},"reference":[{"issue":"6","key":"73_CR1","first-page":"394","volume":"68","author":"F Bray","year":"2018","unstructured":"Bray, F., Ferlay, J., Soerjomataram, I., Siegel, R.L., Torre, L.A., Jemal, A.: Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA: Cancer J. Clin. 68(6), 394\u2013424 (2018)","journal-title":"CA: Cancer J. Clin."},{"issue":"7","key":"73_CR2","first-page":"86","volume":"3","author":"WA Cooper","year":"2015","unstructured":"Cooper, W.A., et al.: The textbook on Lung Cancer: time for personalized medicine. Ann. Transl. Med. 3(7), 86 (2015)","journal-title":"Ann. Transl. Med."},{"issue":"5235","key":"73_CR3","doi-asserted-by":"publisher","first-page":"467","DOI":"10.1126\/science.270.5235.467","volume":"270","author":"M Schena","year":"1995","unstructured":"Schena, M., Shalon, D., Davis, R.W., Brown, P.O.: Quantitative monitoring of gene expression patterns with a complementary DNA Microarray. Science 270(5235), 467 (1995)","journal-title":"Science"},{"issue":"2","key":"73_CR4","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1002\/ijc.25704","volume":"129","author":"A Sanchez Palencia","year":"2011","unstructured":"Sanchez Palencia, A., et al.: Gene expression profiling reveals novel biomarkers in nonsmall cell lung cancer. Int. J. Cancer 129(2), 355\u2013364 (2011)","journal-title":"Int. J. Cancer"},{"issue":"3","key":"73_CR5","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1016\/j.ccr.2006.01.025","volume":"9","author":"N Yanaihara","year":"2006","unstructured":"Yanaihara, N., et al.: Unique microRNA molecular profiles in lung cancer diagnosis and prognosis. Cancer Cell 9(3), 189\u2013198 (2006)","journal-title":"Cancer Cell"},{"issue":"suppl. 1","key":"73_CR6","doi-asserted-by":"publisher","first-page":"D760","DOI":"10.1093\/nar\/gkl887","volume":"35","author":"T Barrett","year":"2007","unstructured":"Barrett, T., Troup, D.B., Wilhite, S.E., Ledoux, P., Rudnev, D., Evangelista, C., et al.: NCBI GEO: mining tens of millions of expression profiles database and tools update. Nucl. Acids Res. 35(suppl. 1), D760\u2013D765 (2007)","journal-title":"Nucl. Acids Res."},{"key":"73_CR7","unstructured":"R Core Team: R: A language and environment for statistical computing (2013)"},{"issue":"10","key":"73_CR8","doi-asserted-by":"publisher","first-page":"R80","DOI":"10.1186\/gb-2004-5-10-r80","volume":"5","author":"RC Gentleman","year":"2004","unstructured":"Gentleman, R.C., Carey, V.J., Bates, D.M., Bolstad, B., Dettling, M., Dudoit, S., et al.: Bioconductor: open software development for computational biology and bioinformatics. Genome Biol. 5(10), R80 (2004)","journal-title":"Genome Biol."},{"issue":"5","key":"73_CR9","doi-asserted-by":"publisher","first-page":"1V","DOI":"10.1371\/journal.pone.0196836","volume":"13","author":"JM Galvez","year":"2018","unstructured":"Galvez, J.M., Castillo, D., Herrera, L.J., Roman, B.S., Valenzuela, O., Ortuno, F.M., et al.: Multiclass classification for skin cancer profiling based on the integration of heterogeneous gene expression series. PLoS ONE 13(5), 1V (2018). \n                      https:\/\/doi.org\/10.1371\/journal.pone.0196836","journal-title":"PLoS ONE"},{"key":"73_CR10","series-title":"Statistics for Biology and Health","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1007\/0-387-29362-0_23","volume-title":"Bioinformatics and computational biology solutions using R and Bioconductor","author":"GK Smyth","year":"2005","unstructured":"Smyth, G.K.: Limma: linear models for Microarray data. In: Gentleman, R., Carey, V.J., Huber, W., Irizarry, R.A., Dudoit, S. (eds.) Bioinformatics and computational biology solutions using R and Bioconductor. SBH, pp. 397\u2013420. Springer, New York (2005). \n                      https:\/\/doi.org\/10.1007\/0-387-29362-0_23"},{"issue":"02","key":"73_CR11","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1142\/S0219720005001004","volume":"3","author":"C Ding","year":"2005","unstructured":"Ding, C., Peng, H.: Minimum redundancy feature selection from microarray gene expression data. J. Bioinform. Comput. Biol. 3(02), 185\u2013205 (2005)","journal-title":"J. Bioinform. Comput. Biol."},{"key":"73_CR12","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1155\/2015\/198363","volume":"2015","author":"ZM Hira","year":"2015","unstructured":"Hira, Z.M., Gillies, D.F.: A review of feature selection and feature extraction methods applied on microarrays data. Adv. Bioinform. 2015, 13 (2015)","journal-title":"Adv. Bioinform."},{"key":"73_CR13","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1186\/1471-2105-7-3","volume":"7","author":"R Diaz Uriarte","year":"2006","unstructured":"Diaz Uriarte, R., de Andres, S.A.: Gene Selection and classification of microarray data using Random forest. BMC Bioinform. 7, 3 (2006)","journal-title":"BMC Bioinform."},{"issue":"3","key":"73_CR14","first-page":"273","volume":"20","author":"C Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support vector networks. Mach. Learn. 20(3), 273\u2013297 (1995)","journal-title":"Mach. Learn."},{"key":"73_CR15","doi-asserted-by":"publisher","first-page":"1565","DOI":"10.1038\/nbt1206-1565","volume":"24","author":"WS Noble","year":"2006","unstructured":"Noble, W.S.: What is a support vector machine? Nature Biotechnol. 24, 1565\u20131567 (2006)","journal-title":"Nature Biotechnol."},{"issue":"4","key":"73_CR16","doi-asserted-by":"publisher","first-page":"292","DOI":"10.1038\/tpj.2010.56","volume":"10","author":"R Parry","year":"2010","unstructured":"Parry, R., Jones, W., Stokes, T., Phan, J., Moffitt, R., Fang, H., et al.: K nearest neighbor models for Microarray gene expression analysis and clinical outcome prediction. Pharmacogenomics J. 10(4), 292 (2010)","journal-title":"Pharmacogenomics J."},{"issue":"D1","key":"73_CR17","doi-asserted-by":"publisher","first-page":"D1056","DOI":"10.1093\/nar\/gky1133","volume":"47","author":"D Carvalho-Silva","year":"2019","unstructured":"Carvalho-Silva, D., et al.: Open Targets Platform: new developments and updates two years on. Nucl. Acids Res. 47(D1), D1056\u2013D1065 (2019). \n                      https:\/\/doi.org\/10.1093\/nar\/gky1133","journal-title":"Nucl. Acids Res."},{"key":"73_CR18","doi-asserted-by":"publisher","first-page":"baq020","DOI":"10.1093\/database\/baq020","volume":"2010","author":"M Safran","year":"2010","unstructured":"Safran, M., et al.: GeneCards Version 3: the human gene integrator. Database 2010, baq020 (2010)","journal-title":"Database"},{"issue":"6","key":"73_CR19","doi-asserted-by":"publisher","first-page":"2267","DOI":"10.1172\/JCI85250","volume":"126","author":"Z Chen","year":"2016","unstructured":"Chen, Z., et al.: cAMP\/CREB-regulated LINC00473 marks LKB1-inactivated lung cancer and mediates tumor growth. J. Clin. invest. 126(6), 2267\u20132279 (2016)","journal-title":"J. Clin. invest."},{"issue":"5","key":"73_CR20","doi-asserted-by":"publisher","first-page":"1629","DOI":"10.2353\/ajpath.2009.080778","volume":"174","author":"CD Savci-Heijink","year":"2009","unstructured":"Savci-Heijink, C.D., Kosari, F., Aubry, M.C., Caron, B.L., Sun, Z., Yang, P., Vasmatzis, G.: The role of desmoglein-3 in the diagnosis of squamous cell carcinoma of the lung. Am. J. Pathol. 174(5), 1629\u20131637 (2009)","journal-title":"Am. J. Pathol."},{"issue":"3","key":"73_CR21","doi-asserted-by":"publisher","first-page":"208","DOI":"10.1016\/j.prp.2014.10.008","volume":"211","author":"F Saaber","year":"2015","unstructured":"Saaber, F., Chen, Y., Cui, T., Yang, L., Mireskandari, M., Petersen, I.: Expression of desmogleins 13 and their clinical impacts on human lung cancer. Pathol.-Res. Pract. 211(3), 208\u2013213 (2015)","journal-title":"Pathol.-Res. Pract."},{"key":"73_CR22","doi-asserted-by":"publisher","first-page":"172","DOI":"10.12659\/MSM.898297","volume":"23","author":"F Zhang","year":"2017","unstructured":"Zhang, F., et al.: Identification of key transcription factors associated with lung squamous cell carcinoma. Med. Sci. Monit.: Int. Med. J. Exp. Clin. Res. 23, 172 (2017)","journal-title":"Med. Sci. Monit.: Int. Med. J. Exp. Clin. Res."},{"issue":"11","key":"73_CR23","first-page":"9445","volume":"6","author":"Z Chen","year":"2016","unstructured":"Chen, Z., et al.: MiR-195 suppresses non-small cell lung cancer by targeting CHEK1. Oncotarget 6(11), 9445 (2016)","journal-title":"Oncotarget"},{"issue":"12","key":"73_CR24","doi-asserted-by":"publisher","first-page":"2326","DOI":"10.1093\/carcin\/bgs273","volume":"33","author":"T Cui","year":"2012","unstructured":"Cui, T., et al.: The p53 target gene desmocollin 3 acts as a novel tumor suppressor through inhibiting EGFR\/ERK pathway in human lung cancer. Carcinogenesis 33(12), 2326\u20132333 (2012)","journal-title":"Carcinogenesis"},{"issue":"7","key":"73_CR25","doi-asserted-by":"publisher","first-page":"1514","DOI":"10.1002\/jcp.25243","volume":"231","author":"D Frezzetti","year":"2016","unstructured":"Frezzetti, D., et al.: Vascular endothelial growth factor a regulates the secretion of different angiogenic factors in lung cancer cells. J. Cell. Physiol. 231(7), 1514\u20131521 (2016)","journal-title":"J. Cell. Physiol."},{"issue":"1","key":"73_CR26","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1038\/nrg2484","volume":"10","author":"Z Wang","year":"2009","unstructured":"Wang, Z., Gerstein, M., Snyder, M.: RNA-Seq: a revolutionary tool for transcriptomics. Nature Rev. Genet. 10(1), 57\u201363 (2009)","journal-title":"Nature Rev. Genet."},{"issue":"1","key":"73_CR27","doi-asserted-by":"publisher","first-page":"506","DOI":"10.1186\/s12859-017-1925-0","volume":"18","author":"D Castillo","year":"2017","unstructured":"Castillo, D., Galvez, J.M., Herrera, L.J., Roman, B.S., Rojas, F., Rojas, I.: Integration of RNA-Seq data with heterogeneous Microarray data for breast cancer profiling. BMC Bioinform. 18(1), 506 (2017). \n                      https:\/\/doi.org\/10.1186\/s12859-017-1925-0","journal-title":"BMC Bioinform."},{"issue":"2","key":"73_CR28","doi-asserted-by":"publisher","first-page":"e0212127","DOI":"10.1371\/journal.pone.0212127","volume":"14","author":"Daniel Castillo","year":"2019","unstructured":"Castillo, D., et al.: Leukemia multiclass assessment and classification from Microarray and RNA-Seq technologies integration at gene expression level. PLoS ONE (2019). \n                      https:\/\/doi.org\/10.1371\/journal.pone.0212127","journal-title":"PLOS ONE"}],"container-title":["Lecture Notes in Computer Science","Advances in Computational Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-20518-8_73","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,4]],"date-time":"2019-06-04T23:16:23Z","timestamp":1559690183000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-20518-8_73"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030205171","9783030205188"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-20518-8_73","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"16 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IWANN","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Work-Conference on Artificial Neural Networks","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Gran Canaria","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":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 June 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 June 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwann2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/iwann.uma.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"210","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"150","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"71% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"2,9","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"2,5","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}}]}}