{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,29]],"date-time":"2026-03-29T12:54:05Z","timestamp":1774788845639,"version":"3.50.1"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"1","content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BMC Bioinformatics"],"DOI":"10.1186\/1471-2105-4-60","type":"journal-article","created":{"date-parts":[[2003,12,16]],"date-time":"2003-12-16T12:41:21Z","timestamp":1071578481000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":61,"title":["Tumor classification and marker gene prediction by feature selection and fuzzy c-means clustering using microarray data"],"prefix":"10.1186","volume":"4","author":[{"given":"Junbai","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Trond Hellem","family":"B\u00f8","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Inge","family":"Jonassen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ola","family":"Myklebost","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eivind","family":"Hovig","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2003,12,2]]},"reference":[{"key":"110_CR1","doi-asserted-by":"publisher","first-page":"503","DOI":"10.1038\/35000501","volume":"403","author":"AA Alizadeh","year":"2002","unstructured":"Alizadeh AA, Eisen MB, Davis RE, Ma C, Lossos IS, Rosenwald A, Boldrick JC, Sabet H, Tran T, Yu X, Powell JI, Yang L, Marti GE, Moore T, Hudson J Jr, Lu L, Lewis DB, Tibshirani R, Sherlock G, Chan WC, Greiner TC, Weisenburger DD, Armitage JO, Warnke R, Staudt LM: Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling.\n                           Nature 2002, 403: 503\u2013511.","journal-title":"Nature"},{"key":"110_CR2","doi-asserted-by":"publisher","first-page":"6745","DOI":"10.1073\/pnas.96.12.6745","volume":"96","author":"U Alon","year":"1999","unstructured":"Alon U, Barkai N, Notterman DA, Gish K, Ybarra S, Mack D, Levine AJ: Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays.\n                           Proc Natl Acad Sci USA 1999, 96: 6745\u20136750. 10.1073\/pnas.96.12.6745","journal-title":"Proc Natl Acad Sci USA"},{"key":"110_CR3","volume-title":"IEEE press New York","author":"JC Bezdek","year":"1992","unstructured":"Bezdek JC, Pal SK: Fuzzy models for pattern recognition method that search for structures in data.\n                           IEEE press New York 1992."},{"key":"110_CR4","volume-title":"RECOMB Tokyo Japan","author":"A Ben-Dor","year":"2000","unstructured":"Ben-Dor A, Bruhn L, Friedman N, Nachman I, Washington U: Tissue classification with gene expression profiles.\n                           RECOMB Tokyo Japan 2000."},{"key":"110_CR5","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1186\/gb-2002-3-12-research0069","volume":"3","author":"M Dettling","year":"2002","unstructured":"Dettling M, Buhlmann P: Supervised clustering of genes.\n                           Genome Biol 2002, 3: 12. 10.1186\/gb-2002-3-12-research0069","journal-title":"Genome Biol"},{"key":"110_CR6","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1198\/016214502753479248","volume":"97","author":"S Dudoit","year":"2002","unstructured":"Dudoit S, Fridlyand J, Speed Tp: Comparison of discrimination methods for the classification of tumors using gene expression data.\n                           J Am Stat Assoc 2002, 97: 77\u201387. 10.1198\/016214502753479248","journal-title":"J Am Stat Assoc"},{"key":"110_CR7","doi-asserted-by":"publisher","first-page":"906","DOI":"10.1093\/bioinformatics\/16.10.906","volume":"16","author":"TS Furey","year":"2000","unstructured":"Furey TS, Cristianini N, Duffy N, Bednarski DW, Schummer M, Haussler D: Support vector machine classification and validation of cancer tissue samples using microarray expression data.\n                           Bioinformatics 2000, 16: 906\u2013914. 10.1093\/bioinformatics\/16.10.906","journal-title":"Bioinformatics"},{"key":"110_CR8","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1186\/gb-2002-3-11-research0059","volume":"3","author":"AP Gasch","year":"2002","unstructured":"Gasch AP, Eisen MB: Exploring the conditional coregulation of yeast gene expression through fuzzy k-means clustering.\n                           Genome Biol 2002, 3: 11. 10.1186\/gb-2002-3-11-research0059","journal-title":"Genome Biol"},{"key":"110_CR9","doi-asserted-by":"publisher","first-page":"531","DOI":"10.1126\/science.286.5439.531","volume":"286","author":"TR Golub","year":"1999","unstructured":"Golub TR, Slonim DK, Tamayo P, Huard C, Gaasenbeek M, Mesirov JP, Coller H, Loh ML, Downing JR, Caligiuri MA, Bloomfield CD, Lander ES: Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring.\n                           Science 1999, 286: 531\u2013537. 10.1126\/science.286.5439.531","journal-title":"Science"},{"key":"110_CR10","volume-title":"Prentice-Hall New Jersey","author":"RA Johnson","year":"1998","unstructured":"Johnson RA, Wichern DW: Applied multivariate statistical analysis.\n                           Prentice-Hall New Jersey 1998."},{"key":"110_CR11","volume-title":"Berlin Springer","author":"T Kohonen","year":"1997","unstructured":"Kohonen T: Self-organizing maps.\n                           Berlin Springer 1997."},{"key":"110_CR12","doi-asserted-by":"publisher","first-page":"673","DOI":"10.1038\/89044","volume":"7","author":"J Khan","year":"2001","unstructured":"Khan J, Wei JS, Ringner M, Saal LH, Ladanyi M, Westermann F, Berthold F, Schwab M, Antonescu CR, Peterson C, Meltzer PS: Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks.\n                           Nat Med 2001, 7: 673\u2013679. 10.1038\/89044","journal-title":"Nat Med"},{"key":"110_CR13","doi-asserted-by":"publisher","first-page":"965","DOI":"10.1101\/gr.1144503","volume":"13","author":"A L\u00e6greid","year":"2003","unstructured":"L\u00e6greid A, Hvidsten TR, Midelfart H, Komorowski J: Predicting gene ontology biological process from temporal gene expression patterns.\n                           Genome Rese 2003, 13: 965\u2013979. 10.1101\/gr.1144503","journal-title":"Genome Rese"},{"key":"110_CR14","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1093\/bioinformatics\/18.1.39","volume":"18","author":"DV Nguyen","year":"2002","unstructured":"Nguyen DV, Rocke DM: Tumor classification by partial least squares using microarray gene expression data.\n                           Bioinformatics 2002, 18: 39\u201350. 10.1093\/bioinformatics\/18.1.39","journal-title":"Bioinformatics"},{"key":"110_CR15","doi-asserted-by":"publisher","first-page":"520","DOI":"10.1093\/bioinformatics\/17.6.520","volume":"17","author":"Troyanskaya Olga","year":"2001","unstructured":"Olga Troyanskaya, Michael Cantor, Gavin Sherlock, Pat Brown, Trevor Hastie, Robert Tibshirani, David Botstein, Russ B Altman: Missing value estimation methods for DNA microarrays.\n                           Bioinformatics 2001, 17: 520\u2013525. 10.1093\/bioinformatics\/17.6.520","journal-title":"Bioinformatics"},{"key":"110_CR16","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1038\/415436a","volume":"415","author":"SL Pomeroy","year":"2002","unstructured":"Pomeroy SL, Tamayo P, Gaasenbeek M, Sturla LM, Angelo M, Mclaughlin ME, Kim JYH, Goumnerova LC, Black PM, Lau C, Allen JC, Zagzag D, Olson JM, Curran T, Wetmore C, Biegel JA, Poggio T, Mukherjee S, Rifkin R, Califano A, Stolovitzky G, Louis DN, Mesirov JP, Lander ES, Golub TR: Prediction of central nervous system embryonal tumor outcome based on gene expression.\n                           Nature 2002, 415: 436\u2013442. 10.1038\/415436a","journal-title":"Nature"},{"key":"110_CR17","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1038\/73432","volume":"24","author":"TD Ross","year":"2000","unstructured":"Ross TD, Scherf U, Eisen MB, Perou CM, Rees C, Spellman P, Iyer V, Jeffrey SS, Rijn MVD, Waltham M, Pergamenschikov A, Lee JCF, Lashkari D, Shalon D, Myers TG, Weinstein JN, Bostein D, Brown PO: Systematic variation in gene expression patterns in human cancer cell lines.\n                           Nat Genet 2000, 24: 227\u2013235. 10.1038\/73432","journal-title":"Nat Genet"},{"key":"110_CR18","doi-asserted-by":"publisher","first-page":"10869","DOI":"10.1073\/pnas.191367098","volume":"98","author":"T S\u00f8rlie","year":"2001","unstructured":"S\u00f8rlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisen MB, Rijn MVD, Jeffrey S, Thorsen T, Quist H, Matese JC, Brown PO, Botstein D, L\u00f8nning PE, B\u00f8rresen-Dale AL: Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications.\n                           Proc Natl Acad Sci USA 2001, 98: 10869\u201310874. 10.1073\/pnas.191367098","journal-title":"Proc Natl Acad Sci USA"},{"key":"110_CR19","doi-asserted-by":"publisher","first-page":"2907","DOI":"10.1073\/pnas.96.6.2907","volume":"96","author":"P Tamayo","year":"1999","unstructured":"Tamayo P, Slonim D, Mesirov J, Zhu Q, Kitareewan S, Dmitrovsky E, Lander ES, Golub TR: Interpreting patterns of gene expression with self-organizing maps: methods and application to hematopoietic differentiation.\n                           Proc Natl Acad Sci USA 1999, 96: 2907\u20132912. 10.1073\/pnas.96.6.2907","journal-title":"Proc Natl Acad Sci USA"},{"issue":"2","key":"110_CR20","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/S1088-467X(99)00013-X","volume":"3","author":"J Vesanto","year":"1999","unstructured":"Vesanto J: SOM-Based data visualization methods.\n                           Intelligent Data Analysis 1999, 3(2):111\u2013126. 10.1016\/S1088-467X(99)00013-X","journal-title":"Intelligent Data Analysis"},{"key":"110_CR21","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1186\/1471-2105-3-36","volume":"3","author":"JB Wang","year":"2002","unstructured":"Wang JB, Delabie J, Aasheim HC, Smeland E, Myklebost O: Clustering of the SOM easily reveals distinct gene expression patterns: results of a reanalysis of lymphoma study.\n                           BMC Bioinformatics 2002, 3: 36. 10.1186\/1471-2105-3-36","journal-title":"BMC Bioinformatics"},{"key":"110_CR22","volume-title":"Supplementary information for \"Tumor classification and marker gene prediction by feature selection and fuzzy c-means clustering using microarray data\"","author":"JB Wang","year":"2003","unstructured":"Wang JB, B\u00f8 TH, Jonassen I, Myklebost O, Hovig E: Supplementary information for \"Tumor classification and marker gene prediction by feature selection and fuzzy c-means clustering using microarray data\".2003. [http:\/\/www.uio.no\/~junbaiw\/mfuzzy\/index.html]"},{"key":"110_CR23","doi-asserted-by":"publisher","first-page":"S316","DOI":"10.1093\/bioinformatics\/17.suppl_1.S316","volume":"17","author":"CH Yeang","year":"2001","unstructured":"Yeang CH, Ramaswamy S, Tamayo P, Mukherjee S, Rifkin RM, Angelo M, Reich M, Lander E, Mesirov , Golub T: Molecular classification of multiple tumor types.\n                           Bioinformatics 2001, 17: S316-S322.","journal-title":"Bioinformatics"}],"container-title":["BMC Bioinformatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/1471-2105-4-60.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,13]],"date-time":"2024-09-13T15:54:56Z","timestamp":1726242896000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcbioinformatics.biomedcentral.com\/articles\/10.1186\/1471-2105-4-60"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2003,12,2]]},"references-count":23,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2003,12]]}},"alternative-id":["110"],"URL":"https:\/\/doi.org\/10.1186\/1471-2105-4-60","relation":{},"ISSN":["1471-2105"],"issn-type":[{"value":"1471-2105","type":"electronic"}],"subject":[],"published":{"date-parts":[[2003,12,2]]},"assertion":[{"value":"11 August 2003","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 December 2003","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 December 2003","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"60"}}