{"id":"https://openalex.org/W4406264732","doi":"https://doi.org/10.1109/cce62852.2024.10770925","title":"Emotion Regulation in Breast Cancer Patients: Initial Study with Regression Models","display_name":"Emotion Regulation in Breast Cancer Patients: Initial Study with Regression Models","publication_year":2024,"publication_date":"2024-10-23","ids":{"openalex":"https://openalex.org/W4406264732","doi":"https://doi.org/10.1109/cce62852.2024.10770925"},"language":"en","primary_location":{"id":"doi:10.1109/cce62852.2024.10770925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cce62852.2024.10770925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 21st International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","raw_type":"proceedings-article"},"type":"article","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/A5058503265","display_name":"Nazhir Amaya-Tejera","orcid":null},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Nazhir Amaya-Tejera","raw_affiliation_strings":["Universidad del Norte,Departamento de Ingenier&#x00ED;a de Sistemas,Barranquilla,Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad del Norte,Departamento de Ingenier&#x00ED;a de Sistemas,Barranquilla,Colombia","institution_ids":["https://openalex.org/I142879360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035831624","display_name":"Mat\u0131\u0301as Alvarado","orcid":"https://orcid.org/0000-0003-2853-7451"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mat\u00edas Alvarado-Mentado","raw_affiliation_strings":["Centro de Investigaci&#x00F3;n y de Estudios Avanzados. CINVESTAV - IPN,Departamento de Computaci&#x00F3;n,Ciudad de M&#x00E9;xico,M&#x00E9;xico"],"affiliations":[{"raw_affiliation_string":"Centro de Investigaci&#x00F3;n y de Estudios Avanzados. CINVESTAV - IPN,Departamento de Computaci&#x00F3;n,Ciudad de M&#x00E9;xico,M&#x00E9;xico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037048332","display_name":"Eduardo Zurek","orcid":"https://orcid.org/0000-0002-9816-6863"},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Eduardo Zurek","raw_affiliation_strings":["Universidad del Norte,Departamento de Ingenier&#x00ED;a de Sistemas,Barranquilla,Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad del Norte,Departamento de Ingenier&#x00ED;a de Sistemas,Barranquilla,Colombia","institution_ids":["https://openalex.org/I142879360"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058503265"],"corresponding_institution_ids":["https://openalex.org/I142879360"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43890135,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13077","display_name":"Cancer-related cognitive impairment studies","score":0.4000999927520752,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T13077","display_name":"Cancer-related cognitive impairment studies","score":0.4000999927520752,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10178","display_name":"Cancer survivorship and care","score":0.3449000120162964,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/breast-cancer","display_name":"Breast cancer","score":0.6842246651649475},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.581390380859375},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5197417736053467},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.45856061577796936},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3738856613636017},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.3647901713848114},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.30267444252967834},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2945854365825653},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.27478522062301636},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20123744010925293},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19102638959884644}],"concepts":[{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6842246651649475},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.581390380859375},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5197417736053467},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.45856061577796936},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3738856613636017},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3647901713848114},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.30267444252967834},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2945854365825653},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.27478522062301636},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20123744010925293},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19102638959884644}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cce62852.2024.10770925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cce62852.2024.10770925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 21st International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5699999928474426,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2989121736","https://openalex.org/W2892677547","https://openalex.org/W4381136829","https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808"],"abstract_inverted_index":{"Positive":[0],"emotion":[1,73],"regulation":[2,121],"is":[3],"perceived":[4],"that":[5,25],"contribute":[6],"to":[7,64],"improving":[8],"the":[9,68,76,107,110,115,123],"health":[10,124],"of":[11,46,71,79,109,118,125],"patients":[12,80],"diagnosed":[13,81],"with":[14,82,89],"cancer.":[15,84],"To":[16],"our":[17],"best":[18],"knowledge,":[19],"there":[20],"are":[21],"no":[22],"systematic":[23],"studies":[24],"conclusively":[26],"support":[27],"this":[28],"perception.":[29],"Existing":[30],"research":[31],"analyzes":[32],"just":[33],"negative":[34],"emotions":[35,120],"and":[36,54,97],"their":[37],"impact":[38,70,117],"on":[39,67,122],"health.":[40],"We":[41],"intend":[42],"an":[43],"initial":[44],"development":[45],"linear":[47],"regression":[48],"method,":[49],"Support":[50],"Vector":[51],"Machine":[52],"(SVM)":[53],"Random":[55],"Forest":[56],"Regression":[57],"algorithm":[58],"(RFR)":[59],"for":[60],"running":[61],"computational":[62],"simulations":[63],"predict":[65],"scenarios":[66],"quantifying":[69],"positive":[72,119],"management,":[74],"regarding":[75],"immune":[77],"response":[78],"breast":[83,126],"The":[85,102],"models":[86],"were":[87],"assessed":[88],"<tex":[90],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[91],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$R^{2}$</tex>,":[92],"Mean":[93,98],"Square":[94],"Error":[95,100],"(MSE)":[96],"Absolute":[99],"(MAE).":[101],"small":[103],"got":[104],"results":[105],"outline":[106],"benefit":[108],"proposed":[111],"approach":[112],"in":[113],"predicting":[114],"good":[116],"cancer":[127],"patients.":[128]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
