{"id":"https://openalex.org/W7133564102","doi":"https://doi.org/10.1007/s00530-025-02151-3","title":"A multimodal deep learning framework for nutritional estimation and health-oriented recipe analysis","display_name":"A multimodal deep learning framework for nutritional estimation and health-oriented recipe analysis","publication_year":2026,"publication_date":"2026-03-04","ids":{"openalex":"https://openalex.org/W7133564102","doi":"https://doi.org/10.1007/s00530-025-02151-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-025-02151-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-02151-3","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-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/A5040753741","display_name":"Andrea Morales-Garz\u00f3n","orcid":"https://orcid.org/0000-0002-3458-0694"},"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":true,"raw_author_name":"Andrea Morales-Garz\u00f3n","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Centre for Information and Communication Technologies), University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Centre for Information and Communication Technologies), University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128089414","display_name":"Alejandro Qui\u00f1ones-Mu\u00f1oz","orcid":null},"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":"Alejandro Qui\u00f1ones-Mu\u00f1oz","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Centre for Information and Communication Technologies), University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Centre for Information and Communication Technologies), University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128058253","display_name":"Karel Guti\u00e9rrez-Batista","orcid":null},"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":"Karel Guti\u00e9rrez-Batista","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Centre for Information and Communication Technologies), University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Centre for Information and Communication Technologies), University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112025125","display_name":"Mar\u00eda Jos\u00e9 Mart\u00edn-Bautista","orcid":null},"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":"Maria J. Martin-Bautista","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Centre for Information and Communication Technologies), University of Granada, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, CITIC-UGR (Research Centre for Information and Communication Technologies), University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040753741"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82374867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.8155999779701233,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10866","display_name":"Nutritional Studies and Diet","score":0.8155999779701233,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10397","display_name":"Nutrition and Health in Aging","score":0.029600000008940697,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T12057","display_name":"Consumer Attitudes and Food Labeling","score":0.011800000444054604,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/recipe","display_name":"Recipe","score":0.8597000241279602},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.8197000026702881},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5194000005722046},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3192000091075897},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.3021000027656555}],"concepts":[{"id":"https://openalex.org/C2778671685","wikidata":"https://www.wikidata.org/wiki/Q219239","display_name":"Recipe","level":2,"score":0.8597000241279602},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8197000026702881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7566999793052673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7310000061988831},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5194000005722046},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5098999738693237},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3192000091075897},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.27059999108314514},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2632000148296356},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26159998774528503}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-025-02151-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-02151-3","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8420318961143494,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1902079187","https://openalex.org/W1992144275","https://openalex.org/W2049461911","https://openalex.org/W2096761622","https://openalex.org/W2098888435","https://openalex.org/W2108834046","https://openalex.org/W2117744314","https://openalex.org/W2145279264","https://openalex.org/W2153207916","https://openalex.org/W2170021941","https://openalex.org/W2530969395","https://openalex.org/W2562430530","https://openalex.org/W2604325789","https://openalex.org/W2604671115","https://openalex.org/W2737041163","https://openalex.org/W2762050160","https://openalex.org/W2787936214","https://openalex.org/W2804935296","https://openalex.org/W2824941129","https://openalex.org/W2935951707","https://openalex.org/W2943737498","https://openalex.org/W2948916521","https://openalex.org/W2963446712","https://openalex.org/W2970641574","https://openalex.org/W2972610293","https://openalex.org/W3046372357","https://openalex.org/W3049022684","https://openalex.org/W3093106447","https://openalex.org/W3095240165","https://openalex.org/W3116194881","https://openalex.org/W3129375512","https://openalex.org/W3137684688","https://openalex.org/W3140854437","https://openalex.org/W3157346013","https://openalex.org/W3160630118","https://openalex.org/W3170706004","https://openalex.org/W3193903729","https://openalex.org/W4280653692","https://openalex.org/W4292787334","https://openalex.org/W4297826496","https://openalex.org/W4312852648","https://openalex.org/W4313214586","https://openalex.org/W4319996536","https://openalex.org/W4378374840","https://openalex.org/W4380442584","https://openalex.org/W4388686419","https://openalex.org/W4391233745","https://openalex.org/W4391540800","https://openalex.org/W4392902491","https://openalex.org/W4393062378","https://openalex.org/W4394597505","https://openalex.org/W4397033378","https://openalex.org/W4401076673","https://openalex.org/W4404552803","https://openalex.org/W4406211892","https://openalex.org/W4406552230","https://openalex.org/W4409425138","https://openalex.org/W4409951936","https://openalex.org/W4410636740","https://openalex.org/W4410858474","https://openalex.org/W4411635400","https://openalex.org/W4412747880","https://openalex.org/W4413129242","https://openalex.org/W4415327160"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-06T06:45:51.903784","created_date":"2026-03-05T00:00:00"}
