{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T03:29:43Z","timestamp":1777087783174,"version":"3.51.4"},"reference-count":14,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2022,6,29]],"date-time":"2022-06-29T00:00:00Z","timestamp":1656460800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,6,29]],"date-time":"2022-06-29T00:00:00Z","timestamp":1656460800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100003819","name":"Natural Science Foundation of Hubei Province","doi-asserted-by":"publisher","award":["2018CFC897"],"award-info":[{"award-number":["2018CFC897"]}],"id":[{"id":"10.13039\/501100003819","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82101605"],"award-info":[{"award-number":["82101605"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Parasitol Res"],"published-print":{"date-parts":[[2022,8]]},"DOI":"10.1007\/s00436-022-07583-8","type":"journal-article","created":{"date-parts":[[2022,6,29]],"date-time":"2022-06-29T04:03:55Z","timestamp":1656475435000},"page":"2457-2460","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["Application of kNN and SVM to predict the prognosis of advanced schistosomiasis"],"prefix":"10.1007","volume":"121","author":[{"given":"Xiaorong","family":"Zhou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"He","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuan","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Peng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lifei","family":"Lian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gang","family":"Deng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suqiong","family":"Ji","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mengyan","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3911-6978","authenticated-orcid":false,"given":"Guo","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,6,29]]},"reference":[{"issue":"3","key":"7583_CR1","first-page":"229","volume":"20","author":"ES Chan","year":"2014","unstructured":"Chan ES, Yee CH et al (2014) Current management practice for bladder cancer in Hong Kong: a hospital-based cross-sectional survey. Hong Kong Med J 20(3):229\u2013233","journal-title":"Hong Kong Med J"},{"issue":"1","key":"7583_CR2","doi-asserted-by":"publisher","first-page":"15365","DOI":"10.1038\/s41598-021-94422-y","volume":"11","author":"R Garg","year":"2021","unstructured":"Garg R, Kumar A et al (2021) Semantic segmentation of PolSAR image data using advanced deep learning model. Sci Rep 11(1):15365","journal-title":"Sci Rep"},{"key":"7583_CR3","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.d2651","volume":"342","author":"DJ Gray","year":"2011","unstructured":"Gray DJ, Ross AG et al (2011) Diagnosis and management of schistosomiasis. BMJ 342:d2651","journal-title":"BMJ"},{"key":"7583_CR4","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1186\/s12859-015-0633-x","volume":"16","author":"SM Islam","year":"2015","unstructured":"Islam SM, Sajed T et al (2015) PredSTP: a highly accurate SVM based model to predict sequential cystine stabilized peptides. BMC Bioinformatics 16:210","journal-title":"BMC Bioinformatics"},{"issue":"11","key":"7583_CR5","doi-asserted-by":"publisher","first-page":"959","DOI":"10.1016\/j.ijpara.2021.03.004","volume":"51","author":"H Jiang","year":"2021","unstructured":"Jiang H, Deng W et al (2021) Machine learning algorithms to predict the 1 year unfavourable prognosis for advanced schistosomiasis. Int J Parasitol 51(11):959\u2013965","journal-title":"Int J Parasitol"},{"issue":"1","key":"7583_CR6","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1186\/s12967-020-02353-5","volume":"18","author":"G Li","year":"2020","unstructured":"Li G, Lian L et al (2020) Nomograms to predict 2-year overall survival and advanced schistosomiasis-specific survival after discharge: a competing risk analysis. J Transl Med 18(1):187","journal-title":"J Transl Med"},{"key":"7583_CR7","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1016\/j.ebiom.2019.08.028","volume":"47","author":"G Li","year":"2019","unstructured":"Li G, Huang S et al (2019) Derivation and external validation of a model to predict 2-year mortality risk of patients with advanced schistosomiasis after discharge. EBioMedicine 47:309\u2013318","journal-title":"EBioMedicine"},{"issue":"2","key":"7583_CR8","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0006262","volume":"12","author":"G Li","year":"2018","unstructured":"Li G, Zhou X et al (2018) Comparison of three data mining models for prediction of advanced schistosomiasis prognosis in the Hubei province. PLoS Negl Trop Dis 12(2):e0006262","journal-title":"PLoS Negl Trop Dis"},{"issue":"8","key":"7583_CR9","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0008635","volume":"14","author":"V Miranda","year":"2020","unstructured":"Miranda V, Gomes TR et al (2020) Liver damage in schistosomiasis is reduced by adipose tissue-derived stem cell therapy after praziquantel treatment. PLoS Negl Trop Dis 14(8):e0008635","journal-title":"PLoS Negl Trop Dis"},{"issue":"1","key":"7583_CR10","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1177\/1460458216655188","volume":"24","author":"S Parodi","year":"2018","unstructured":"Parodi S, Manneschi C et al (2018) Logic Learning Machine and standard supervised methods for Hodgkin\u2019s lymphoma prognosis using gene expression data and clinical variables. Health Informatics J 24(1):54\u201365","journal-title":"Health Informatics J"},{"key":"7583_CR11","unstructured":"R Core Team, R (2016) A language and environment for statistical computing. https:\/\/www.r-project.org\/"},{"key":"7583_CR12","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1016\/j.compbiomed.2015.05.015","volume":"63","author":"G Wang","year":"2015","unstructured":"Wang G, Lam KM et al (2015) Prediction of mortality after radical cystectomy for bladder cancer by machine learning techniques. Comput Biol Med 63:124\u2013132","journal-title":"Comput Biol Med"},{"issue":"37","key":"7583_CR13","doi-asserted-by":"publisher","first-page":"12932","DOI":"10.1523\/JNEUROSCI.0415-15.2015","volume":"35","author":"X Wu","year":"2015","unstructured":"Wu X, Zou Q et al (2015) Intrinsic functional connectivity patterns predict consciousness level and recovery outcome in acquired brain injury. J Neurosci 35(37):12932\u201312946","journal-title":"J Neurosci"},{"issue":"3","key":"7583_CR14","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pntd.0004493","volume":"10","author":"AC Zoni","year":"2016","unstructured":"Zoni AC, Catala L et al (2016) Schistosomiasis prevalence and intensity of infection in Latin America and the Caribbean countries, 1942\u20132014: a systematic review in the context of a regional elimination goal. PLoS Negl Trop Dis 10(3):e0004493","journal-title":"PLoS Negl Trop Dis"}],"container-title":["Parasitology Research"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00436-022-07583-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00436-022-07583-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00436-022-07583-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T07:14:10Z","timestamp":1657696450000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00436-022-07583-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,29]]},"references-count":14,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2022,8]]}},"alternative-id":["7583"],"URL":"https:\/\/doi.org\/10.1007\/s00436-022-07583-8","relation":{},"ISSN":["0932-0113","1432-1955"],"issn-type":[{"value":"0932-0113","type":"print"},{"value":"1432-1955","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,29]]},"assertion":[{"value":"11 December 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 June 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 June 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical standards"}},{"value":"The authors declare no competing interests.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}