{"id":"https://openalex.org/W4389728057","doi":"https://doi.org/10.1007/978-3-031-49011-8_23","title":"Combining Neighbor Models to Improve Predictions of Age of Onset of ATTRv Carriers","display_name":"Combining Neighbor Models to Improve Predictions of Age of Onset of ATTRv Carriers","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389728057","doi":"https://doi.org/10.1007/978-3-031-49011-8_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-49011-8_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49011-8_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Lecture Notes in Computer Science","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/A5082484244","display_name":"Maria Pedroto","orcid":"https://orcid.org/0000-0002-0786-9257"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Maria Pedroto","raw_affiliation_strings":["Department of Informatics Engineering, Faculty of Engineering, University of, Porto, Portugal","Laboratory of Artificial Intelligence and Decision Support (LIAAD), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, Faculty of Engineering, University of, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Laboratory of Artificial Intelligence and Decision Support (LIAAD), Porto, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029214477","display_name":"Al\u00ed\u00adpio Jorge","orcid":"https://orcid.org/0000-0002-5475-1382"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Al\u00edpio Jorge","raw_affiliation_strings":["Department of Computer Science, Faculty of Sciences, University of Porto, Porto, Portugal","Laboratory of Artificial Intelligence and Decision Support (LIAAD), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Sciences, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Laboratory of Artificial Intelligence and Decision Support (LIAAD), Porto, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028638153","display_name":"Jo\u00e3o Mendes\u2010Moreira","orcid":"https://orcid.org/0000-0002-2471-2833"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Mendes-Moreira","raw_affiliation_strings":["Department of Informatics Engineering, Faculty of Engineering, University of, Porto, Portugal","Laboratory of Artificial Intelligence and Decision Support (LIAAD), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Informatics Engineering, Faculty of Engineering, University of, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Laboratory of Artificial Intelligence and Decision Support (LIAAD), Porto, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102022156","display_name":"Teresa Coelho","orcid":"https://orcid.org/0000-0003-4678-3189"},"institutions":[{"id":"https://openalex.org/I4210127365","display_name":"Hospital de Santo Ant\u00f3nio","ror":"https://ror.org/02m9pj861","country_code":"PT","type":"healthcare","lineage":["https://openalex.org/I4210127365","https://openalex.org/I4210154840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Teresa Coelho","raw_affiliation_strings":["Unidade Corino de Andrade, Centro Hospitalar Universit\u00e1rio de Santo Ant\u00f3nio, R. D. Manuel II, Pavilh\u00e3o 2 (ex-Cicap), 4050-345, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Unidade Corino de Andrade, Centro Hospitalar Universit\u00e1rio de Santo Ant\u00f3nio, R. D. Manuel II, Pavilh\u00e3o 2 (ex-Cicap), 4050-345, Porto, Portugal","institution_ids":["https://openalex.org/I4210127365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082484244"],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.65146147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"286","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9772999882698059,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9772999882698059,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9595999717712402,"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/T10862","display_name":"AI in cancer detection","score":0.9571999907493591,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.7096155285835266},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6562407612800598},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6451268792152405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5679373145103455},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5257818698883057},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4801861047744751},{"id":"https://openalex.org/keywords/elastic-net-regularization","display_name":"Elastic net regularization","score":0.4542433023452759},{"id":"https://openalex.org/keywords/ridge","display_name":"Ridge","score":0.4424998164176941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42320311069488525},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4226638078689575},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.4122787117958069},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.40149760246276855},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34128013253211975},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3248441815376282},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.18232271075248718},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1207423210144043},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11253038048744202},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09844943881034851}],"concepts":[{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.7096155285835266},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6562407612800598},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6451268792152405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5679373145103455},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5257818698883057},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4801861047744751},{"id":"https://openalex.org/C203868755","wikidata":"https://www.wikidata.org/wiki/Q5353562","display_name":"Elastic net regularization","level":3,"score":0.4542433023452759},{"id":"https://openalex.org/C32277403","wikidata":"https://www.wikidata.org/wiki/Q740445","display_name":"Ridge","level":2,"score":0.4424998164176941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42320311069488525},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4226638078689575},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.4122787117958069},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.40149760246276855},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34128013253211975},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3248441815376282},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.18232271075248718},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1207423210144043},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11253038048744202},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09844943881034851},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-49011-8_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49011-8_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W1964357740","https://openalex.org/W2035732921","https://openalex.org/W2061082730","https://openalex.org/W2070493638","https://openalex.org/W2135046866","https://openalex.org/W2772626348","https://openalex.org/W2787894218","https://openalex.org/W2883134218","https://openalex.org/W2886564729","https://openalex.org/W2952789707","https://openalex.org/W2993211385","https://openalex.org/W3165523276","https://openalex.org/W3167375992","https://openalex.org/W4206943792","https://openalex.org/W4214828946","https://openalex.org/W4281787840"],"related_works":["https://openalex.org/W2468272465","https://openalex.org/W2429564919","https://openalex.org/W757986597","https://openalex.org/W4212910148","https://openalex.org/W4210804200","https://openalex.org/W4213314600","https://openalex.org/W4285814086","https://openalex.org/W3123944750","https://openalex.org/W2787225985","https://openalex.org/W2999956516"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
