{"id":"https://openalex.org/W6987854101","doi":null,"title":"Use of artificial intelligence tools for computational-aided diagnostics","display_name":"Use of artificial intelligence tools for computational-aided diagnostics","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W6987854101"},"language":"en","primary_location":{"id":"pmh:oai:eprints.uanl.mx:27608","doi":null,"is_oa":true,"landing_page_url":"http://eprints.uanl.mx/27608/1/1080312934.pdf","pdf_url":"http://eprints.uanl.mx/27608/1/1080312934.pdf","source":{"id":"https://openalex.org/S4306400994","display_name":"El Repositorio Academico Digital de la UANL (Universidad Aut\u00f3noma de Nuevo Le\u00f3n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169046204","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/I169046204"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Tesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://eprints.uanl.mx/27608/1/1080312934.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092708439","display_name":"Mayra C. Berrones-Reyes","orcid":"https://orcid.org/0000-0002-1760-0526","observed_orcids":["https://orcid.org/0000-0002-1760-0526"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Berrones Reyes, Mayra Cristina","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5092708439"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/breast-cancer-detection","display_name":"breast cancer detection","score":0.9129999876022339},{"id":"https://openalex.org/keywords/mammogram-images","display_name":"mammogram images","score":0.8259999752044678},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.7799999713897705},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"ensemble learning","score":0.8629999756813049},{"id":"https://openalex.org/keywords/hybrid-machine-learning","display_name":"hybrid machine learning","score":0.8610000014305115},{"id":"https://openalex.org/keywords/medical-image-analysis","display_name":"medical image analysis","score":0.7139999866485596}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.736299991607666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7046999931335449},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5954999923706055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5669999718666077},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.48739999532699585},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.43869999051094055},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4343999922275543},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.31349998712539673},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30140000581741333},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.27140000462532043},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.25690001249313354},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.2517000138759613}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:eprints.uanl.mx:27608","doi":null,"is_oa":true,"landing_page_url":"http://eprints.uanl.mx/27608/1/1080312934.pdf","pdf_url":"http://eprints.uanl.mx/27608/1/1080312934.pdf","source":{"id":"https://openalex.org/S4306400994","display_name":"El Repositorio Academico Digital de la UANL (Universidad Aut\u00f3noma de Nuevo Le\u00f3n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169046204","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/I169046204"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Tesis"},{"id":"pmh:oai:ualresearchonline.arts.ac.uk:23569","doi":null,"is_oa":true,"landing_page_url":"https://ualresearchonline.arts.ac.uk/view/creators/Berrones-Reyes=3AMayra_Cristina=3A=3A.html>","pdf_url":"https://ualresearchonline.arts.ac.uk/id/eprint/23569/1/1080312934.pdf","source":{"id":"https://openalex.org/S4306400021","display_name":"University of the Arts London Research Online (University of the Arts London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I86211378","host_organization_name":"University of the Arts London","host_organization_lineage":["https://openalex.org/I86211378"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"}],"best_oa_location":{"id":"pmh:oai:eprints.uanl.mx:27608","doi":null,"is_oa":true,"landing_page_url":"http://eprints.uanl.mx/27608/1/1080312934.pdf","pdf_url":"http://eprints.uanl.mx/27608/1/1080312934.pdf","source":{"id":"https://openalex.org/S4306400994","display_name":"El Repositorio Academico Digital de la UANL (Universidad Aut\u00f3noma de Nuevo Le\u00f3n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I169046204","host_organization_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","host_organization_lineage":["https://openalex.org/I169046204"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Tesis"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6240000128746033,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320322803","display_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","ror":"https://ror.org/01fh86n78"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W6987854101.pdf","grobid_xml":"https://content.openalex.org/works/W6987854101.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1580901793","https://openalex.org/W1686810756","https://openalex.org/W1911809622","https://openalex.org/W1996819593","https://openalex.org/W2045234411","https://openalex.org/W2105149067","https://openalex.org/W2112796928","https://openalex.org/W2163605009","https://openalex.org/W2240086230","https://openalex.org/W2403766077","https://openalex.org/W2487770199","https://openalex.org/W2507019339","https://openalex.org/W2592929672","https://openalex.org/W2763355946","https://openalex.org/W2787894218","https://openalex.org/W2886848602","https://openalex.org/W2941584439","https://openalex.org/W2964121744","https://openalex.org/W2976398475","https://openalex.org/W2979040987","https://openalex.org/W3000603264","https://openalex.org/W3003257820","https://openalex.org/W3011648816","https://openalex.org/W3017078175","https://openalex.org/W3030790048","https://openalex.org/W3089405641","https://openalex.org/W3120894151","https://openalex.org/W3125340956","https://openalex.org/W3127966304","https://openalex.org/W3135096391","https://openalex.org/W3136021864","https://openalex.org/W3157428506","https://openalex.org/W3176906074","https://openalex.org/W3194730353","https://openalex.org/W3204195076","https://openalex.org/W3206840963","https://openalex.org/W3207974842","https://openalex.org/W3217258066","https://openalex.org/W4200454910","https://openalex.org/W4223430324","https://openalex.org/W4237937573","https://openalex.org/W4282006100","https://openalex.org/W4289531747","https://openalex.org/W4308244955","https://openalex.org/W4313509613","https://openalex.org/W4318478397","https://openalex.org/W4320492826","https://openalex.org/W4322737520","https://openalex.org/W4324091119","https://openalex.org/W4360611419","https://openalex.org/W4360611449","https://openalex.org/W4361298490","https://openalex.org/W4384154784","https://openalex.org/W4385625226","https://openalex.org/W4386224138","https://openalex.org/W4387397186","https://openalex.org/W4388451584","https://openalex.org/W4388703207"],"related_works":["https://openalex.org/W4317207049","https://openalex.org/W6901683756","https://openalex.org/W3092551329","https://openalex.org/W4414099506","https://openalex.org/W4415501052","https://openalex.org/W7165560453","https://openalex.org/W6960407156","https://openalex.org/W4392942050","https://openalex.org/W4414310844","https://openalex.org/W4403213833"],"abstract_inverted_index":{"Combining":[0],"deep":[1,20],"learning":[2,6,21],"with":[3],"traditional":[4],"machine":[5],"in":[7,23],"an":[8],"ensemble":[9],"approach":[10],"will":[11],"enhance":[12],"breast":[13],"cancer":[14],"detection":[15],"accuracy":[16],"from":[17],"previously":[18],"designed":[19],"models":[22],"mammogram":[24],"images,":[25],"maintaining":[26],"manageable":[27],"computational":[28],"demands.":[29],"This":[30],"hybrid":[31],"model":[32],"is":[33],"expected":[34],"to":[35],"offer":[36],"a":[37],"scalable":[38],"and":[39],"computational-friendly":[40],"solution":[41],"for":[42],"medical":[43],"imaging.":[44]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}