{"id":"https://openalex.org/W2296477463","doi":"https://doi.org/10.1007/978-3-319-27101-9_20","title":"A Kernel-Based Predictive Model for Guillain-Barr\u00e9 Syndrome","display_name":"A Kernel-Based Predictive Model for Guillain-Barr\u00e9 Syndrome","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2296477463","doi":"https://doi.org/10.1007/978-3-319-27101-9_20","mag":"2296477463"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-27101-9_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-27101-9_20","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/A5053882293","display_name":"Jos\u00e9 Hern\u00e1ndez-Torruco","orcid":"https://orcid.org/0000-0003-3146-9349"},"institutions":[{"id":"https://openalex.org/I93173995","display_name":"Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco","ror":"https://ror.org/04ee58018","country_code":"MX","type":"education","lineage":["https://openalex.org/I93173995"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Hern\u00e1ndez-Torruco","raw_affiliation_strings":["Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cunduacan, Tabasco, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cunduacan, Tabasco, Mexico","institution_ids":["https://openalex.org/I93173995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089840065","display_name":"Juana Canul-Reich","orcid":"https://orcid.org/0000-0003-1893-1332"},"institutions":[{"id":"https://openalex.org/I93173995","display_name":"Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco","ror":"https://ror.org/04ee58018","country_code":"MX","type":"education","lineage":["https://openalex.org/I93173995"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juana Canul-Reich","raw_affiliation_strings":["Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cunduacan, Tabasco, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cunduacan, Tabasco, Mexico","institution_ids":["https://openalex.org/I93173995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021222428","display_name":"Juan Frausto\u2013Sol\u00eds","orcid":"https://orcid.org/0000-0001-9307-0734"},"institutions":[{"id":"https://openalex.org/I177400693","display_name":"Instituto Tecnol\u00f3gico de Ciudad Madero","ror":"https://ror.org/04cymm537","country_code":"MX","type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I177400693","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juan Frausto-Solis","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Ciudad Madero, Av. 1o. de Mayo esq. Sor Juana In\u00e9s de la Cruz s/n, Col. Los Mangos, 89440, Ciudad Madero, Tamaulipas, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Ciudad Madero, Av. 1o. de Mayo esq. Sor Juana In\u00e9s de la Cruz s/n, Col. Los Mangos, 89440, Ciudad Madero, Tamaulipas, Mexico","institution_ids":["https://openalex.org/I177400693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081033826","display_name":"Juan Jos\u00e9 M\u00e9ndez-Castillo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Juan Jos\u00e9 M\u00e9ndez-Castillo","raw_affiliation_strings":["Hospital General de Especialidades Dr. Javier Buenfil Osorio, Av. L\u00e1zaro C\u00e1rdenas 208, Col. Las Flores, 24097, San Francisco De Campeche, Campeche, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital General de Especialidades Dr. Javier Buenfil Osorio, Av. L\u00e1zaro C\u00e1rdenas 208, Col. Las Flores, 24097, San Francisco De Campeche, Campeche, Mexico","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.17743222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"270","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11735","display_name":"Peripheral Neuropathies and Disorders","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11735","display_name":"Peripheral Neuropathies and Disorders","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T12331","display_name":"Hereditary Neurological Disorders","score":0.953499972820282,"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/support-vector-machine","display_name":"Support vector machine","score":0.689179539680481},{"id":"https://openalex.org/keywords/acute-motor-axonal-neuropathy","display_name":"Acute motor axonal neuropathy","score":0.533548891544342},{"id":"https://openalex.org/keywords/laplace-operator","display_name":"Laplace operator","score":0.5134366750717163},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4936150312423706},{"id":"https://openalex.org/keywords/guillain-barre-syndrome","display_name":"Guillain-Barre syndrome","score":0.4834533631801605},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.47129952907562256},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.46190840005874634},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.43974125385284424},{"id":"https://openalex.org/keywords/gaussian-function","display_name":"Gaussian function","score":0.43407773971557617},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.41594821214675903},{"id":"https://openalex.org/keywords/polynomial-kernel","display_name":"Polynomial kernel","score":0.4153527021408081},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4035978317260742},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38735488057136536},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.32204753160476685},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2725595235824585},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.23391717672348022},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.2039642632007599},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10747459530830383}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.689179539680481},{"id":"https://openalex.org/C2781200757","wikidata":"https://www.wikidata.org/wiki/Q4677934","display_name":"Acute motor axonal neuropathy","level":3,"score":0.533548891544342},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.5134366750717163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4936150312423706},{"id":"https://openalex.org/C2778691916","wikidata":"https://www.wikidata.org/wiki/Q205214","display_name":"Guillain-Barre syndrome","level":2,"score":0.4834533631801605},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.47129952907562256},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.46190840005874634},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.43974125385284424},{"id":"https://openalex.org/C7218915","wikidata":"https://www.wikidata.org/wiki/Q1054475","display_name":"Gaussian function","level":3,"score":0.43407773971557617},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.41594821214675903},{"id":"https://openalex.org/C160446489","wikidata":"https://www.wikidata.org/wiki/Q7226642","display_name":"Polynomial kernel","level":4,"score":0.4153527021408081},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4035978317260742},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38735488057136536},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.32204753160476685},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2725595235824585},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.23391717672348022},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.2039642632007599},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10747459530830383},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-27101-9_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-27101-9_20","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1912982817","https://openalex.org/W2053154970","https://openalex.org/W2057536238","https://openalex.org/W2059155560","https://openalex.org/W2095595785","https://openalex.org/W2109943925","https://openalex.org/W2125996621","https://openalex.org/W2145276325","https://openalex.org/W2148603752","https://openalex.org/W2157963336","https://openalex.org/W2158698691","https://openalex.org/W2170505850","https://openalex.org/W2172000360","https://openalex.org/W2397469096","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2774895155","https://openalex.org/W3206338972","https://openalex.org/W2775251860","https://openalex.org/W7819399","https://openalex.org/W2754973348","https://openalex.org/W2006402041","https://openalex.org/W2384288139","https://openalex.org/W2095535212","https://openalex.org/W2021537084","https://openalex.org/W2417465312"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
