{"id":"https://openalex.org/W2690614564","doi":"https://doi.org/10.1007/978-3-319-60816-7_22","title":"Improving Prognostic Prediction from Mild Cognitive Impairment to Alzheimer\u2019s Disease Using Genetic Algorithms","display_name":"Improving Prognostic Prediction from Mild Cognitive Impairment to Alzheimer\u2019s Disease Using Genetic Algorithms","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2690614564","doi":"https://doi.org/10.1007/978-3-319-60816-7_22","mag":"2690614564"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-60816-7_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-60816-7_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5062116035","display_name":"Francisco L. Ferreira","orcid":null},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Francisco L. Ferreira","raw_affiliation_strings":["INESC-ID and Instituto Superior T\u00e9cnico (IST), University of Lisbon, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"INESC-ID and Instituto Superior T\u00e9cnico (IST), University of Lisbon, Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074861626","display_name":"Sandra Cardoso","orcid":"https://orcid.org/0000-0001-8333-0133"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sandra Cardoso","raw_affiliation_strings":["Laboratory of Neurosciences, Faculty of Medicine, Institute of Molecular Medicine, University of Lisbon, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neurosciences, Faculty of Medicine, Institute of Molecular Medicine, University of Lisbon, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010712032","display_name":"Dina Silva","orcid":"https://orcid.org/0000-0003-4437-2765"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Dina Silva","raw_affiliation_strings":["Laboratory of Neurosciences, Faculty of Medicine, Institute of Molecular Medicine, University of Lisbon, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neurosciences, Faculty of Medicine, Institute of Molecular Medicine, University of Lisbon, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051672640","display_name":"Manuela Guerreiro","orcid":"https://orcid.org/0000-0002-1948-1516"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Manuela Guerreiro","raw_affiliation_strings":["Laboratory of Neurosciences, Faculty of Medicine, Institute of Molecular Medicine, University of Lisbon, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neurosciences, Faculty of Medicine, Institute of Molecular Medicine, University of Lisbon, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039110327","display_name":"Alexandre de Mendon\u00e7a","orcid":"https://orcid.org/0000-0002-0488-1453"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alexandre de Mendon\u00e7a","raw_affiliation_strings":["Laboratory of Neurosciences, Faculty of Medicine, Institute of Molecular Medicine, University of Lisbon, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neurosciences, Faculty of Medicine, Institute of Molecular Medicine, University of Lisbon, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089809829","display_name":"Sara C. Madeira","orcid":"https://orcid.org/0000-0002-1459-8096"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Sara C. Madeira","raw_affiliation_strings":["LASIGE and Faculty of Sciences, University of Lisbon, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"LASIGE and Faculty of Sciences, University of Lisbon, Lisbon, Portugal","institution_ids":["https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062116035","https://openalex.org/A5089809829"],"corresponding_institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"],"apc_list":null,"apc_paid":null,"fwci":14.3,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.99286733,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9997000098228455,"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":0.9997000098228455,"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/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9483000040054321,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10086","display_name":"Alzheimer's disease research and treatments","score":0.9399999976158142,"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/dementia","display_name":"Dementia","score":0.7925230264663696},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6477562189102173},{"id":"https://openalex.org/keywords/neuropsychology","display_name":"Neuropsychology","score":0.5746973752975464},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5720428228378296},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.512670636177063},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4907320737838745},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47445449233055115},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4619465470314026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43963292241096497},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.41676977276802063},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3576076030731201},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.28695517778396606},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28560227155685425},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.23569217324256897},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.18113163113594055}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7925230264663696},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6477562189102173},{"id":"https://openalex.org/C14216870","wikidata":"https://www.wikidata.org/wiki/Q3872","display_name":"Neuropsychology","level":3,"score":0.5746973752975464},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5720428228378296},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.512670636177063},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4907320737838745},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47445449233055115},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4619465470314026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43963292241096497},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.41676977276802063},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3576076030731201},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28695517778396606},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28560227155685425},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.23569217324256897},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.18113163113594055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-60816-7_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-60816-7_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1470520158","https://openalex.org/W1495061682","https://openalex.org/W1703126929","https://openalex.org/W1847168837","https://openalex.org/W1983522119","https://openalex.org/W2045805974","https://openalex.org/W2048254304","https://openalex.org/W2062550323","https://openalex.org/W2087327261","https://openalex.org/W2093883485","https://openalex.org/W2101232298","https://openalex.org/W2127648506","https://openalex.org/W2133990480","https://openalex.org/W2136194794","https://openalex.org/W2157359173","https://openalex.org/W2165840723","https://openalex.org/W2214274457","https://openalex.org/W2219829573","https://openalex.org/W2272600793","https://openalex.org/W2527572859","https://openalex.org/W4212817109"],"related_works":["https://openalex.org/W2409059799","https://openalex.org/W1972242255","https://openalex.org/W2890927416","https://openalex.org/W2128765271","https://openalex.org/W2966412519","https://openalex.org/W1993101344","https://openalex.org/W2775021631","https://openalex.org/W2028416698","https://openalex.org/W3126949736","https://openalex.org/W4285295191"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
