{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T08:28:30Z","timestamp":1765268910111,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031380785"},{"type":"electronic","value":"9783031380792"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-38079-2_7","type":"book-chapter","created":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T19:04:03Z","timestamp":1689015843000},"page":"62-72","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Machine Learning Based Screening Tool for\u00a0Alzheimer\u2019s Disease via\u00a0Gut Microbiome"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-1216-2563","authenticated-orcid":false,"given":"Pedro","family":"Velasquez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2023-0845","authenticated-orcid":false,"given":"Mai","family":"Oudah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,7,11]]},"reference":[{"key":"7_CR1","unstructured":"What is Alzheimer\u2019s Disease \u2014 CDC. https:\/\/www.cdc.gov\/aging\/aginginfo\/alzheimers.htm. Accessed 18 Feb 2023"},{"issue":"5","key":"7_CR2","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1111\/j.1365-2982.2012.01906.x","volume":"24","author":"P Bercik","year":"2012","unstructured":"Bercik, P., Collins, S.M., Verdu, E.F.: Microbes and the gut-brain axis. Neurogastroenterol. Motil. 24(5), 405\u2013413 (2012)","journal-title":"Neurogastroenterol. Motil."},{"key":"7_CR3","doi-asserted-by":"crossref","unstructured":"LaPierre, N.: MetaPheno: a critical evaluation of deep learning and machine learning in metagenome-based disease prediction. Methods 166, 74\u201382 (2019)","DOI":"10.1016\/j.ymeth.2019.03.003"},{"key":"7_CR4","doi-asserted-by":"crossref","unstructured":"Y\u0131ld\u0131r\u0131m, S..: Stratification of the Gut Microbiota Composition Landscape across the Alzheimer\u2019s Disease Continuum in a Turkish Cohort. mSystems 7(1), e0000422 (2022)","DOI":"10.1128\/msystems.00004-22"},{"key":"7_CR5","doi-asserted-by":"crossref","unstructured":"Oudah, M., Henschel, A.: Taxonomy-aware feature engineering for microbiome classification. BMC Bioinformatics 19, 227 (2018)","DOI":"10.1186\/s12859-018-2205-3"},{"issue":"6","key":"7_CR6","doi-asserted-by":"publisher","first-page":"365","DOI":"10.2174\/138920209789177629","volume":"10","author":"ER Dougherty","year":"2009","unstructured":"Dougherty, E.R., Hua, J., Sima, C.: Performance of feature selection methods. Curr. Genomics 10(6), 365\u2013374 (2009)","journal-title":"Curr. Genomics"},{"key":"7_CR7","doi-asserted-by":"crossref","unstructured":"Pietrucci, D.: Can gut microbiota be a good predictor for Parkinson\u2019s Disease? A machine learning approach. Brain Sci. 10(4), 242 (2020)","DOI":"10.3390\/brainsci10040242"},{"key":"7_CR8","doi-asserted-by":"crossref","unstructured":"Park, S., Wu, X.: Modulation of the gut microbiota in memory impairment and Alzheimer\u2019s Disease via the inhibition of the parasympathetic nervous system. Int. J. Mol. Sci. 23(21), 13574 (2022)","DOI":"10.3390\/ijms232113574"},{"key":"7_CR9","doi-asserted-by":"crossref","unstructured":"Liang, X.: Gut microbiome, cognitive function and brain structure: a multi-omics integration analysis. Transl Neurodegener 11, 49 (2022)","DOI":"10.1186\/s40035-022-00323-z"},{"key":"7_CR10","doi-asserted-by":"crossref","unstructured":"Li, Z.: Differences in Alpha Diversity of Gut Microbiota in Neurological Diseases. Front. Neurosci. 16, 879318 (2022)","DOI":"10.3389\/fnins.2022.879318"},{"key":"7_CR11","doi-asserted-by":"crossref","unstructured":"Caporaso, J.: QIIME allows analysis of high-throughput community sequencing data. Nat. Methods 7, 335\u2013336 (2010)","DOI":"10.1038\/nmeth.f.303"},{"key":"7_CR12","doi-asserted-by":"crossref","unstructured":"Hall, M.: The WEKA data mining software: an update. ACM SIGKDD Explor. Newslett. 11, 10\u201318 (2009)","DOI":"10.1145\/1656274.1656278"},{"key":"7_CR13","doi-asserted-by":"publisher","first-page":"D19","DOI":"10.1093\/nar\/gkq1019","volume":"39","author":"R Leinonen","year":"2011","unstructured":"Leinonen, R., Sugawara, H., Shumway, M.: The sequence read archive. Nucleic Acids Res. 39, D19\u2013D21 (2011)","journal-title":"Nucleic Acids Res."},{"key":"7_CR14","unstructured":"Mitchell, T.M.: Machine Learning. McGraw-Hill (1997)"},{"key":"7_CR15","unstructured":"Hall, Mark A.: Correlation-based feature selection of discrete and numeric class machine learning. University of Waikato (Working paper 00\/08) (2000)"},{"key":"7_CR16","doi-asserted-by":"crossref","unstructured":"Wilson, A.S.: Diet and the human gut microbiome: an international review. Digest. Diseases Sci. 65, 723\u2013740 (2020)","DOI":"10.1007\/s10620-020-06112-w"},{"key":"7_CR17","doi-asserted-by":"crossref","unstructured":"Li, B.: Mild cognitive impairment has similar alterations as Alzheimer\u2019s disease in gut microbiota. Alzheimer\u2019s Dementia 15, 1357\u20131366 (2019)","DOI":"10.1016\/j.jalz.2019.07.002"}],"container-title":["Lecture Notes in Networks and Systems","Practical Applications of Computational Biology and Bioinformatics, 17th International Conference (PACBB 2023)"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-38079-2_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T19:27:40Z","timestamp":1689017260000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-38079-2_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9783031380785","9783031380792"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-38079-2_7","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"11 July 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PACBB","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Practical Applications of Computational Biology & Bioinformatics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Guimaraes","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 July 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 July 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pacbb2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.pacbb.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}