{"id":"https://openalex.org/W3203208821","doi":"https://doi.org/10.1007/s00500-021-06510-w","title":"Deep learning assisted cognitive diagnosis for the D-Riska application","display_name":"Deep learning assisted cognitive diagnosis for the D-Riska application","publication_year":2021,"publication_date":"2021-11-22","ids":{"openalex":"https://openalex.org/W3203208821","doi":"https://doi.org/10.1007/s00500-021-06510-w","mag":"3203208821"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-021-06510-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-021-06510-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-021-06510-w.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00500-021-06510-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041379586","display_name":"Cristian Cuerda","orcid":null},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cristian Cuerda","raw_affiliation_strings":["Universidad de Castilla-La Mancha, Campus universitario s/n, 02071, Albacete, Spain","Universidad de Castilla-La Mancha, Albacete, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Castilla-La Mancha, Campus universitario s/n, 02071, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Universidad de Castilla-La Mancha, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Alejandro Zornoza","orcid":null},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Zornoza","raw_affiliation_strings":["Universidad de Castilla-La Mancha, Campus universitario s/n, 02071, Albacete, Spain","Universidad de Castilla-La Mancha, Albacete, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Castilla-La Mancha, Campus universitario s/n, 02071, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Universidad de Castilla-La Mancha, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052592708","display_name":"Jos\u00e9 A. Gallud","orcid":"https://orcid.org/0000-0002-6616-8055"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose A. Gallud","raw_affiliation_strings":["Universidad de Castilla-La Mancha, Campus universitario s/n, 02071, Albacete, Spain","Universidad de Castilla-La Mancha, Albacete, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6616-8055","affiliations":[{"raw_affiliation_string":"Universidad de Castilla-La Mancha, Campus universitario s/n, 02071, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Universidad de Castilla-La Mancha, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017818280","display_name":"Ricardo Tesoriero","orcid":"https://orcid.org/0000-0002-4643-7094"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ricardo Tesoriero","raw_affiliation_strings":["Universidad de Castilla-La Mancha, Campus universitario s/n, 02071, Albacete, Spain","Universidad de Castilla-La Mancha, Albacete, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Castilla-La Mancha, Campus universitario s/n, 02071, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]},{"raw_affiliation_string":"Universidad de Castilla-La Mancha, Albacete, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082824623","display_name":"Dulce Mar\u00eda Romero Ayuso","orcid":"https://orcid.org/0000-0002-2479-8913"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Dulce Romero Ayuso","raw_affiliation_strings":["Universidad de Granada, Facultad de Ciencias de la Salud, Avenida de la Ilustraci\u00f3n 60, 18071, Granada, Spain","Universidad de Granada, Facultad de Ciencias de la Salud, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Granada, Facultad de Ciencias de la Salud, Avenida de la Ilustraci\u00f3n 60, 18071, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Universidad de Granada, Facultad de Ciencias de la Salud, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052592708"],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":0.7721,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81374151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"26","issue":"2","first_page":"665","last_page":"676"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9617000222206116,"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":0.9617000222206116,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9362000226974487,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9090999960899353,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7392351627349854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7026010155677795},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6895245313644409},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6480298638343811},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5896115899085999},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5443160533905029},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.44308382272720337},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4280939996242523},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40367934107780457},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07406085729598999}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7392351627349854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7026010155677795},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6895245313644409},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6480298638343811},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5896115899085999},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5443160533905029},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.44308382272720337},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4280939996242523},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40367934107780457},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07406085729598999},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00500-021-06510-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-021-06510-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-021-06510-w.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:digibug.ugr.es:10481/71910","is_oa":true,"landing_page_url":"http://hdl.handle.net/10481/71910","pdf_url":null,"source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s00500-021-06510-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-021-06510-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00500-021-06510-w.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6055580150","display_name":null,"funder_award_id":"RTI2018-099942-B-I00","funder_id":"https://openalex.org/F4320335550","funder_display_name":"Direcci\u00f3n General de Universidades e Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335550","display_name":"Direcci\u00f3n General de Universidades e Investigaci\u00f3n","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3203208821.pdf","grobid_xml":"https://content.openalex.org/works/W3203208821.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W104624320","https://openalex.org/W1577231857","https://openalex.org/W1979747993","https://openalex.org/W1993174784","https://openalex.org/W2046091703","https://openalex.org/W2064242976","https://openalex.org/W2108213669","https://openalex.org/W2108598243","https://openalex.org/W2124200703","https://openalex.org/W2170505850","https://openalex.org/W2330219538","https://openalex.org/W2553682944","https://openalex.org/W2599743206","https://openalex.org/W2746159627","https://openalex.org/W2775795276","https://openalex.org/W2798741974","https://openalex.org/W2811491964","https://openalex.org/W2887799457","https://openalex.org/W2888728157","https://openalex.org/W2893182173","https://openalex.org/W2919115771","https://openalex.org/W2945194827","https://openalex.org/W2955382130","https://openalex.org/W2973047195","https://openalex.org/W3011403926","https://openalex.org/W3026072590","https://openalex.org/W3084015451","https://openalex.org/W3084391745","https://openalex.org/W6610385870"],"related_works":["https://openalex.org/W2358294942","https://openalex.org/W4367460280","https://openalex.org/W4328049145","https://openalex.org/W4387490204","https://openalex.org/W3212239346","https://openalex.org/W4389848424","https://openalex.org/W4386414453","https://openalex.org/W4388937883","https://openalex.org/W4385625287","https://openalex.org/W4293205612"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2,95],"article,":[3],"we":[4],"expose":[5],"a":[6,60],"system":[7],"developed":[8],"that":[9,26,73],"extends":[10],"the":[11,28,48,51,55,75,78,83,86,91,103,106],"Acquired":[12],"Brain":[13],"Injury":[14],"(ABI)":[15],"diagnostic":[16,52],"application":[17,42],"known":[18],"as":[19],"D-Riska":[20],"with":[21,120],"an":[22,38],"artificial":[23],"intelligence":[24],"module":[25],"supports":[27],"diagnosis":[29,76],"of":[30,46,50,54,70,105,123,127,131,135],"ABI":[31],"enabling":[32],"therapists":[33],"to":[34,59,94,101],"evaluate":[35],"patients":[36],"in":[37,44,82],"assisted":[39],"way.":[40],"The":[41,114],"is":[43,68],"charge":[45],"collecting":[47],"data":[49],"tests":[53],"patients,":[56],"and":[57,77,133],"due":[58],"multi-class":[61],"Convolutional":[62],"Neural":[63],"Network":[64],"classifier":[65,117],"(CNN),":[66],"it":[67],"capable":[69],"making":[71],"predictions":[72,119],"facilitate":[74],"final":[79],"score":[80],"obtained":[81],"test":[84],"by":[85],"patient.":[87],"To":[88],"find":[89],"out":[90],"best":[92],"solution":[93],"problem,":[96],"different":[97],"classifiers":[98],"are":[99],"used":[100],"compare":[102],"performance":[104],"proposed":[107,115],"model":[108],"based":[109],"on":[110],"various":[111],"classification":[112],"metrics.":[113],"CNN":[116],"makes":[118],"93":[121],"%":[122,126],"Accuracy,":[124],"94":[125],"Precision,":[128],"91":[129],"%,":[130],"Recall":[132],"92%":[134],"F1-Score.":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}