{"id":"https://openalex.org/W4383752852","doi":"https://doi.org/10.1007/978-3-031-38079-2_7","title":"Machine Learning Based Screening Tool for\u00a0Alzheimer\u2019s Disease via\u00a0Gut Microbiome","display_name":"Machine Learning Based Screening Tool for\u00a0Alzheimer\u2019s Disease via\u00a0Gut Microbiome","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4383752852","doi":"https://doi.org/10.1007/978-3-031-38079-2_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-38079-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-38079-2_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083941706","display_name":"Pedro Velasquez","orcid":"https://orcid.org/0009-0001-1216-2563"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedro Velasquez","raw_affiliation_strings":["New York University Abu Dhabi, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0009-0001-1216-2563","affiliations":[{"raw_affiliation_string":"New York University Abu Dhabi, Abu Dhabi, UAE","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004797241","display_name":"Mai Oudah","orcid":"https://orcid.org/0000-0002-2023-0845"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mai Oudah","raw_affiliation_strings":["New York University Abu Dhabi, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0002-2023-0845","affiliations":[{"raw_affiliation_string":"New York University Abu Dhabi, Abu Dhabi, UAE","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5004797241"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"62","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10066","display_name":"Gut microbiota and health","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10066","display_name":"Gut microbiota and health","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12267","display_name":"Diet and metabolism studies","score":0.9656999707221985,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7391218543052673},{"id":"https://openalex.org/keywords/gut-microbiome","display_name":"Gut microbiome","score":0.6615939140319824},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6507560014724731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6381127834320068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6285668015480042},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5615956783294678},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5569750070571899},{"id":"https://openalex.org/keywords/microbiome","display_name":"Microbiome","score":0.5356501936912537},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48905643820762634},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48312637209892273},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40412020683288574},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.26396963000297546},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.16701531410217285},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14804348349571228}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7391218543052673},{"id":"https://openalex.org/C3019978661","wikidata":"https://www.wikidata.org/wiki/Q739734","display_name":"Gut microbiome","level":3,"score":0.6615939140319824},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6507560014724731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6381127834320068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6285668015480042},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5615956783294678},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5569750070571899},{"id":"https://openalex.org/C143121216","wikidata":"https://www.wikidata.org/wiki/Q1330402","display_name":"Microbiome","level":2,"score":0.5356501936912537},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48905643820762634},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48312637209892273},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40412020683288574},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.26396963000297546},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.16701531410217285},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14804348349571228},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-38079-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-38079-2_7","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1579866483","https://openalex.org/W2072970694","https://openalex.org/W2116041602","https://openalex.org/W2133990480","https://openalex.org/W2162698597","https://openalex.org/W2808466192","https://openalex.org/W2921789835","https://openalex.org/W2967674535","https://openalex.org/W3005979924","https://openalex.org/W3016831731","https://openalex.org/W4225524810","https://openalex.org/W4283661126","https://openalex.org/W4308509594","https://openalex.org/W4308969921"],"related_works":["https://openalex.org/W2994966085","https://openalex.org/W4293056667","https://openalex.org/W3044286215","https://openalex.org/W2621141937","https://openalex.org/W4312476285","https://openalex.org/W2793187602","https://openalex.org/W3044328089","https://openalex.org/W4386564352","https://openalex.org/W2333607221","https://openalex.org/W4378417285"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}