{"id":"https://openalex.org/W4396553704","doi":"https://doi.org/10.1007/978-3-031-58604-0_31","title":"A Study on Datasets, Risk Factors and Machine Learning Methods Associated with Alzheimer\u2019s Disease","display_name":"A Study on Datasets, Risk Factors and Machine Learning Methods Associated with Alzheimer\u2019s Disease","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396553704","doi":"https://doi.org/10.1007/978-3-031-58604-0_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-58604-0_31","doi":"https://doi.org/10.1007/978-3-031-58604-0_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58604-0_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4396553898","display_name":"Advancements in Smart Computing and Information Security"},"type":"conference-paper","is_traditional":true,"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/A5116388298","display_name":"Vivek Gondalia","orcid":"https://orcid.org/0009-0000-4095-582X","observed_orcids":["https://orcid.org/0009-0000-4095-582X"]},"institutions":[{"id":"https://openalex.org/I3132999081","display_name":"Marwadi University","ror":"https://ror.org/030dn1812","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132999081"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vivek Gondalia","raw_affiliation_strings":["Marwadi University, Rajkot, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marwadi University, Rajkot, India","institution_ids":["https://openalex.org/I3132999081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085449195","display_name":"Kalpesh A. Popat","orcid":"https://orcid.org/0000-0002-3818-3717","observed_orcids":["https://orcid.org/0000-0002-3818-3717"]},"institutions":[{"id":"https://openalex.org/I3132999081","display_name":"Marwadi University","ror":"https://ror.org/030dn1812","country_code":"IN","type":"education","lineage":["https://openalex.org/I3132999081"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kalpesh Popat","raw_affiliation_strings":["Marwadi University, Rajkot, Gujarat, India","Marwadi University, Rajkot, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marwadi University, Rajkot, Gujarat, India","institution_ids":["https://openalex.org/I3132999081"]},{"raw_affiliation_string":"Marwadi University, Rajkot, India","institution_ids":["https://openalex.org/I3132999081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5116388298"],"corresponding_institution_ids":["https://openalex.org/I3132999081"],"apc_list":null,"apc_paid":null,"fwci":4.3111,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9268193,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"421","last_page":"432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.8393999934196472,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.8393999934196472,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.14720000326633453,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10086","display_name":"Alzheimer's disease research and treatments","score":0.0032999999821186066,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/alzheimer-s-disease","display_name":"Alzheimer's disease","score":1.0},{"id":"https://openalex.org/keywords/dementia","display_name":"dementia","score":0.6029999852180481},{"id":"https://openalex.org/keywords/neurodegenerative-diseases","display_name":"neurodegenerative diseases","score":0.8650000095367432},{"id":"https://openalex.org/keywords/risk-factors","display_name":"risk factors","score":0.7730000019073486},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.6200000047683716},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.5989999771118164},{"id":"https://openalex.org/keywords/mutation","display_name":"genetic mutations","score":0.6930000185966492},{"id":"https://openalex.org/keywords/protein-misfolding","display_name":"protein misfolding","score":0.9810000061988831},{"id":"https://openalex.org/keywords/biomedical-datasets","display_name":"biomedical datasets","score":0.40700000524520874}],"concepts":[{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6062036752700806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5421302318572998},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43955421447753906},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34543728828430176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3397521376609802},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32028648257255554},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29602885246276855},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.222680002450943}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-58604-0_31","doi":"https://doi.org/10.1007/978-3-031-58604-0_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-58604-0_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9763000011444092,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1443942943","https://openalex.org/W2093602450","https://openalex.org/W2182644107","https://openalex.org/W2529649944","https://openalex.org/W2886788818","https://openalex.org/W2890441230","https://openalex.org/W2898643150","https://openalex.org/W2900856701","https://openalex.org/W2907148404","https://openalex.org/W2981355144","https://openalex.org/W2983431646","https://openalex.org/W2995495466","https://openalex.org/W3003644065","https://openalex.org/W3004621388","https://openalex.org/W3005273529","https://openalex.org/W3006901343","https://openalex.org/W3012701165","https://openalex.org/W3013155440","https://openalex.org/W3014606235","https://openalex.org/W3017328860","https://openalex.org/W3020567747","https://openalex.org/W3025729836","https://openalex.org/W3029137923","https://openalex.org/W3031176687","https://openalex.org/W3040436076","https://openalex.org/W3047286661","https://openalex.org/W3087344810","https://openalex.org/W3120774838","https://openalex.org/W3157072550","https://openalex.org/W3208744682","https://openalex.org/W4206730042","https://openalex.org/W4206735239","https://openalex.org/W4281972751","https://openalex.org/W4287448771"],"related_works":["https://openalex.org/W4410295532","https://openalex.org/W4410227245","https://openalex.org/W4240686921","https://openalex.org/W3127082335","https://openalex.org/W4285281980","https://openalex.org/W4396933856","https://openalex.org/W4414272002","https://openalex.org/W6893262326","https://openalex.org/W4398163920","https://openalex.org/W4310769327"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-05-02T00:00:00"}
