{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,25]],"date-time":"2025-11-25T08:51:25Z","timestamp":1764060685425,"version":"3.37.3"},"reference-count":8,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2016,1,4]],"date-time":"2016-01-04T00:00:00Z","timestamp":1451865600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2016,1,4]],"date-time":"2016-01-04T00:00:00Z","timestamp":1451865600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["LM009012","LM010098","AI116794"],"award-info":[{"award-number":["LM009012","LM010098","AI116794"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BioData Mining"],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1186\/s13040-015-0079-8","type":"journal-article","created":{"date-parts":[[2016,1,4]],"date-time":"2016-01-04T14:03:32Z","timestamp":1451916212000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["A call for biological data mining approaches in epidemiology"],"prefix":"10.1186","volume":"9","author":[{"given":"Shannon M.","family":"Lynch","sequence":"first","affiliation":[]},{"given":"Jason H.","family":"Moore","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,1,4]]},"reference":[{"issue":"4","key":"79_CR1","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1158\/1055-9965.EPI-13-0010","volume":"22","author":"SM Lynch","year":"2013","unstructured":"Lynch SM, Rebbeck TR. Bridging the Gap between biologic, individual, and macroenvironmental factors in cancer: a multilevel approach. Cancer Epidemiol Biomarkers Prev. 2013;22(4):485\u201395.","journal-title":"Cancer Epidemiol Biomarkers Prev"},{"issue":"6","key":"79_CR2","doi-asserted-by":"publisher","first-page":"458","DOI":"10.1016\/j.annepidem.2015.03.002","volume":"25","author":"RC Brownson","year":"2015","unstructured":"Brownson RC, Samet JM, Chavez GF, Davies MM, Galea S, Hiatt RA, et al. Charting a future for epidemiologic training. Ann Epidemiol. 2015;25(6):458\u201365.","journal-title":"Ann Epidemiol"},{"issue":"2","key":"79_CR3","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1093\/bib\/bbs024","volume":"14","author":"R Upstill-Goddard","year":"2013","unstructured":"Upstill-Goddard R, Eccles D, Fliege J, Collins A. Machine learning approaches for the discovery of gene-gene interactions in disease data. Brief Bioinform. 2013;14(2):251\u201360.","journal-title":"Brief Bioinform"},{"issue":"2","key":"79_CR4","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1093\/aje\/kwu274","volume":"181","author":"BDL Marshall","year":"2015","unstructured":"Marshall BDL, Galea S. Formalizing the role of agent-based modeling in causal inference and epidemiology. Am J Epidemiol. 2015;181(2):92\u20139.","journal-title":"Am J Epidemiol"},{"key":"79_CR5","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1016\/j.csbj.2014.11.005","volume":"13","author":"K Kourou","year":"2015","unstructured":"Kourou K, Exarchos TP, Exarchos KP, Karamouzis MV, Fotiadis DI, et al. Machine learning applications in cancer prognosis and prediction. Comput Struct Biotechnol Jl. 2015;13:8\u201317.","journal-title":"Comput Struct Biotechnol Jl."},{"issue":"5","key":"79_CR6","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0125876","volume":"10","author":"F Drenos","year":"2015","unstructured":"Drenos F, Grossi E, Buscema M, Humphries SE. Networks in Coronary Heart Disease Genetics As a Step Towards Systems Epidemiology. PLoS One, 2015, 10(5):e0125876.","journal-title":"PLoS One"},{"issue":"1","key":"79_CR7","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/S0933-3657(99)00050-0","volume":"19","author":"JH Holmes","year":"2000","unstructured":"Holmes JH, Durbin DR, Winston FK. The learning classifier system: an evolutionary computation approach to knowledge discovery in epidemiologic surveillance. Artif Intell Med. 2000;19(1):53\u201374.","journal-title":"Artif Intell Med"},{"key":"79_CR8","doi-asserted-by":"crossref","unstructured":"Gange, SJ and ET Golub. From Smallpox to Big Data: The Next 100 Years of Epidemiologic Methods. Am J Epidemiol, 2015. In press.","DOI":"10.1093\/aje\/kwv150"}],"container-title":["BioData Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13040-015-0079-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s13040-015-0079-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13040-015-0079-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s13040-015-0079-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,14]],"date-time":"2020-05-14T12:54:13Z","timestamp":1589460853000},"score":1,"resource":{"primary":{"URL":"https:\/\/biodatamining.biomedcentral.com\/articles\/10.1186\/s13040-015-0079-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,1,4]]},"references-count":8,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2016,12]]}},"alternative-id":["79"],"URL":"https:\/\/doi.org\/10.1186\/s13040-015-0079-8","relation":{},"ISSN":["1756-0381"],"issn-type":[{"type":"electronic","value":"1756-0381"}],"subject":[],"published":{"date-parts":[[2016,1,4]]},"assertion":[{"value":"23 December 2015","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 December 2015","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 January 2016","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"1"}}