{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T00:37:15Z","timestamp":1746319035819,"version":"3.37.3"},"reference-count":32,"publisher":"FapUNIFESP (SciELO)","issue":"5","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Rev. Assoc. Med. Bras."],"DOI":"10.1590\/1806-9282.64.05.454","type":"journal-article","created":{"date-parts":[[2018,10,6]],"date-time":"2018-10-06T15:10:01Z","timestamp":1538838601000},"page":"454-461","source":"Crossref","is-referenced-by-count":3,"title":["Analysis of influencing factors of severity in acute pancreatitis using big data mining"],"prefix":"10.1590","volume":"64","author":[{"given":"Yang","family":"Fei","sequence":"first","affiliation":[{"name":"Nanjing University,  China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao-qiang","family":"Liu","sequence":"additional","affiliation":[{"name":"Health Statistics and Information Center of JiangSu Province,  China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kun","family":"Gao","sequence":"additional","affiliation":[{"name":"Nanjing University,  China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cheng-bin","family":"Xue","sequence":"additional","affiliation":[{"name":"Health Statistics and Information Center of JiangSu Province,  China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Tang","sequence":"additional","affiliation":[{"name":"Hospital of Jiangsu Province,  China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian-feng","family":"Tu","sequence":"additional","affiliation":[{"name":"Nanjing University,  China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Wang","sequence":"additional","affiliation":[{"name":"Nanjing University of Chinese Medicine,  China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0005-7368","authenticated-orcid":false,"given":"Wei-qin","family":"Li","sequence":"additional","affiliation":[{"name":"Nanjing University,  China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"530","published-online":{"date-parts":[[2018,5]]},"reference":[{"issue":"6","key":"ref1","doi-asserted-by":"crossref","first-page":"539","DOI":"10.1177\/2050640614554154","article-title":"Survey of digestive health across Europe: final report. Part 1: The burden of gastrointestinal diseases and the organization and delivery of gastroenterology services across Europe","volume":"2","author":"Farthing M","year":"2014","journal-title":"United European Gastroenterol J"},{"issue":"8","key":"ref2","doi-asserted-by":"crossref","first-page":"1244","DOI":"10.1097\/MPA.0000000000000200","article-title":"Nationwide epidemiological survey of acute pancreatitis in Japan","volume":"43","author":"Hamada S","year":"2014","journal-title":"Pancreas"},{"issue":"4","key":"ref3","doi-asserted-by":"crossref","first-page":"496","DOI":"10.1097\/MPA.0000000000000795","article-title":"Impact of seasons and festivals on the onset of acute pancreatitis in Shanghai, China","volume":"46","author":"Wu D","year":"2017","journal-title":"Pancreas"},{"issue":"23","key":"ref4","doi-asserted-by":"crossref","first-page":"2161","DOI":"10.1056\/NEJMp1401111","article-title":"Learning from big health care data","volume":"370","author":"Schneeweiss S","year":"2014","journal-title":"N Engl J Med"},{"issue":"6213","key":"ref5","doi-asserted-by":"crossref","first-page":"1054","DOI":"10.1126\/science.aaa2709","article-title":"Medicine. Big data meets public health","volume":"346","author":"Khoury MJ","year":"2014","journal-title":"Science"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"1351","DOI":"10.1001\/jama.2013.393","article-title":"The inevitable application of big data to health care","volume":"309","author":"Murdoch TB","year":"2013","journal-title":"JAMA"},{"issue":"6","key":"ref7","doi-asserted-by":"crossref","first-page":"350","DOI":"10.1038\/nrcardio.2016.42","article-title":"Big data analytics to improve cardiovascular care: promise and challenges","volume":"13","author":"Rumsfeld JS","year":"2016","journal-title":"Nat Rev Cardiol"},{"issue":"1","key":"ref8","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1136\/gutjnl-2012-302779","article-title":"Classification of acute pancreatitis - 2012: revision of the Atlanta classification and definitions by international consensus","volume":"62","author":"Banks PA","year":"2013","journal-title":"Gut"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1159\/000102959","article-title":"Acute pancreatitis in the Guangdong Province, China","volume":"75","author":"Bai Y","year":"2007","journal-title":"Digestion"},{"issue":"3","key":"ref10","doi-asserted-by":"crossref","first-page":"147","DOI":"10.4103\/1319-3767.54740","article-title":"Acute biliary pancreatitis: diagnosis and treatment","volume":"15","author":"Hazem ZM","year":"2009","journal-title":"Saudi J Gastroenterol"},{"issue":"2","key":"ref11","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1016\/j.ejim.2013.08.701","article-title":"Plasmapheresis as treatment for hyperlipidemic pancreatitis","volume":"25","author":"Ram\u00edrez-Bueno A","year":"2014","journal-title":"Eur J Intern Med"},{"issue":"7","key":"ref12","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1007\/s00535-006-1820-3","article-title":"Analysis of the clinical features of recurrent acute pancreatitis in China","volume":"41","author":"Gao YJ","year":"2006","journal-title":"J Gastroenterol"},{"issue":"4","key":"ref13","doi-asserted-by":"crossref","first-page":"448","DOI":"10.1016\/j.amjsurg.2005.11.015","article-title":"Isolated main pancreatic duct injures spectrum and management","volume":"191","author":"Buccimazza I","year":"2006","journal-title":"Am J Surg"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"967","DOI":"10.1016\/S0893-6080(02)00071-0","article-title":"Statistical tools to assess the reliability of self-organizing maps","volume":"15","author":"Bodt E","year":"2002","journal-title":"Neural Netw"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/S0925-2312(98)00034-4","article-title":"Theoretical aspects of the SOM algorithm","volume":"21","author":"Cottrel M","year":"1998","journal-title":"Neurocomputing"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1016\/j.envsoft.2014.03.001","article-title":"Analysing coastal ocean model outputs using competitive-learning pattern recognition techniques","volume":"57","author":"Williams RN","year":"2014","journal-title":"Environ Modell Softw"},{"key":"ref17","first-page":"1716","article-title":"A description of the Madden-Julian oscillation based on a self-organizing map","volume":"26","author":"Chattopadhyay R","year":"2013","journal-title":"J Clin"},{"issue":"12","key":"ref18","doi-asserted-by":"crossref","first-page":"1911","DOI":"10.1038\/ajg.2013.348","article-title":"Revised Atlanta and determinant-based classification: application in a prospective cohort of acute pancreatitis patients","volume":"108","author":"Nawaz H","year":"2013","journal-title":"Am J Gastroenterol"},{"issue":"2","key":"ref19","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1016\/j.cgh.2013.07.042","article-title":"Validation of the determinant-based classification and revision of the Atlanta classification systems for acute pancreatitis","volume":"12","author":"Acevedo-Piedra NG","year":"2014","journal-title":"Clin Gastroenterol Hepatol"},{"issue":"2","key":"ref20","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/j.tmrv.2011.08.002","article-title":"ABO research in the modern era of genomics","volume":"26","author":"Yamamoto F","year":"2012","journal-title":"Transfus Med Rev"},{"issue":"8","key":"ref21","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1007\/BF01963752","article-title":"Relationship between infectious diseases and human blood type","volume":"8","author":"Berger SA","year":"1989","journal-title":"Eur J Clin Microbiol Infect Dis"},{"issue":"4","key":"ref22","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1053\/tmrv.2000.16228","article-title":"Blood groups and disease: a historical perspective","volume":"14","author":"Garratty G","year":"2000","journal-title":"Transfus Med Rev"},{"issue":"3","key":"ref23","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1016\/j.cgh.2010.10.015","article-title":"Alcohol and smoking as risk factors in an epidemiology study of patients with chronic pancreatitis","volume":"9","author":"Cot\u00e9 GA","year":"2011","journal-title":"Clin Gastroenterol Hepatol"},{"issue":"5","key":"ref24","doi-asserted-by":"crossref","first-page":"638","DOI":"10.3748\/wjg.v19.i5.638","article-title":"Alcohol consumption on pancreatic diseases","volume":"19","author":"Bujanda L","year":"2013","journal-title":"World J Gastroenterol"},{"issue":"5","key":"ref25","doi-asserted-by":"crossref","first-page":"614","DOI":"10.1080\/00365520701843027","article-title":"Risk factors for recurrent acute alcohol-associated pancreatitis: a prospective analysis","volume":"43","author":"Pelli H","year":"2008","journal-title":"Scand J Gastroenterol"},{"issue":"8","key":"ref26","doi-asserted-by":"crossref","first-page":"932","DOI":"10.1093\/aje\/kwn222","article-title":"Risk of pancreatitis according to alcohol drinking habits: a population-based cohort study","volume":"168","author":"Kristiansen L","year":"2008","journal-title":"Am J Epidemiol"},{"key":"ref27","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1002\/(SICI)1099-131X(1998090)17:5\/6<429::AID-FOR706>3.0.CO;2-H","article-title":"Forecasting of curves using a Kohonen classification","volume":"17","author":"Cottrell M","year":"1998","journal-title":"J Forecast"},{"issue":"4","key":"ref28","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1097\/00006676-199611000-00002","article-title":"Influence of etiology on the course and outcome of acute pancreatitis","volume":"13","author":"Uhl W","year":"1996","journal-title":"Pancreas"},{"issue":"8","key":"ref29","doi-asserted-by":"crossref","first-page":"1324","DOI":"10.1111\/j.1572-0241.1998.442_l.x","article-title":"Obesity: a risk factor for severe acute biliary and alcoholic pancreatitis","volume":"93","author":"Suazo-Bar\u00e1hona J","year":"1998","journal-title":"Am J Gastroenterol"},{"issue":"2","key":"ref30","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/S1542-3565(04)00665-2","article-title":"Association of extent and infection of pancreatic necrosis with organ failure and death in acute necrotizing pancreatitis","volume":"3","author":"Garg PK","year":"2005","journal-title":"Clin Gastroenterol Hepatol"},{"issue":"4","key":"ref31","doi-asserted-by":"crossref","first-page":"548","DOI":"10.1097\/MPA.0000000000000069","article-title":"Incidence and clinical features of hyperlipidemic acute pancreatitis from Guangdong, China: a retrospective multicenter study","volume":"43","author":"Huang YX","year":"2014","journal-title":"Pancreas"},{"issue":"2","key":"ref32","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1109\/72.557663","article-title":"Topology preservation in self-organizing feature maps: exact definition and measurement","volume":"8","author":"Villmann T","year":"1997","journal-title":"IEEE Trans Neural Netw"}],"container-title":["Revista da Associa\u00e7\u00e3o M\u00e9dica Brasileira"],"original-title":[],"link":[{"URL":"http:\/\/www.scielo.br\/pdf\/ramb\/v64n5\/1806-9282-ramb-64-5-0454.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,11,12]],"date-time":"2018-11-12T09:41:05Z","timestamp":1542015665000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.scielo.br\/scielo.php?script=sci_arttext&pid=S0104-42302018000500454&lng=en&tlng=en"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5]]},"references-count":32,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2018,5]]}},"alternative-id":["S0104-42302018000500454"],"URL":"https:\/\/doi.org\/10.1590\/1806-9282.64.05.454","relation":{},"ISSN":["1806-9282","0104-4230"],"issn-type":[{"type":"electronic","value":"1806-9282"},{"type":"print","value":"0104-4230"}],"subject":[],"published":{"date-parts":[[2018,5]]}}}