{"id":"https://openalex.org/W4200564899","doi":"https://doi.org/10.1109/ictai52525.2021.00051","title":"Biomarker-based deep learning for personalized nutrition","display_name":"Biomarker-based deep learning for personalized nutrition","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200564899","doi":"https://doi.org/10.1109/ictai52525.2021.00051"},"language":"en","primary_location":{"id":"doi:10.1109/ictai52525.2021.00051","doi":"https://doi.org/10.1109/ictai52525.2021.00051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictai52525.2021.00051","pdf_url":null,"source":{"id":"https://openalex.org/S4210176007","display_name":"IEEE International Conference on Tools with Artificial Intelligence (ICTAI)","issn_l":"1082-3409","issn":["1082-3409","2375-0197"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5091760895","display_name":"Dimitrios P. Panagoulias","orcid":"https://orcid.org/0000-0002-9421-141X","observed_orcids":["https://orcid.org/0000-0002-9421-141X"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios P. Panagoulias","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006909080","display_name":"Dionisios N. Sotiropoulos","orcid":"https://orcid.org/0000-0003-1741-0551","observed_orcids":["https://orcid.org/0000-0003-1741-0551"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dionisios N. Sotiropoulos","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001264416","display_name":"George A. Tsihrintzis","orcid":"https://orcid.org/0000-0002-2716-4035","observed_orcids":["https://orcid.org/0000-0002-2716-4035"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George A. Tsihrintzis","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154757721"],"apc_list":null,"apc_paid":null,"fwci":2.8261,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.92208437,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"306","last_page":"313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.4124000072479248,"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/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.4124000072479248,"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/T13984","display_name":"Nutrition, Genetics, and Disease","score":0.27079999446868896,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.1412000060081482,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/personalized-nutrition","display_name":"personalized nutrition","score":1.0},{"id":"https://openalex.org/keywords/biomarkers","display_name":"biomarkers","score":0.9800000190734863},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.9890000224113464},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.953000009059906},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"personalized medicine","score":0.6650000214576721},{"id":"https://openalex.org/keywords/dietary-recommendations","display_name":"dietary recommendations","score":0.5199999809265137},{"id":"https://openalex.org/keywords/biometric-data","display_name":"biometric data","score":0.6439999938011169}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7317920327186584},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.7188081741333008},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.6399094462394714},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.587695837020874},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5545588135719299},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49039316177368164},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4841402471065521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4677802324295044},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.45678505301475525},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.441790372133255},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4216488003730774},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3519505262374878},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.22153568267822266},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19392886757850647},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08661872148513794},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictai52525.2021.00051","doi":"https://doi.org/10.1109/ictai52525.2021.00051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictai52525.2021.00051","pdf_url":null,"source":{"id":"https://openalex.org/S4210176007","display_name":"IEEE International Conference on Tools with Artificial Intelligence (ICTAI)","issn_l":"1082-3409","issn":["1082-3409","2375-0197"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3"},{"display_name":"Zero hunger","score":0.40450000762939453,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W49725469","https://openalex.org/W1495777555","https://openalex.org/W1757557138","https://openalex.org/W1980541833","https://openalex.org/W1984755033","https://openalex.org/W2031906898","https://openalex.org/W2042062317","https://openalex.org/W2051039710","https://openalex.org/W2101234009","https://openalex.org/W2120751691","https://openalex.org/W2145555242","https://openalex.org/W2300807558","https://openalex.org/W2492709180","https://openalex.org/W2895911941","https://openalex.org/W2915203021","https://openalex.org/W2952360394","https://openalex.org/W2954664333","https://openalex.org/W2981886926","https://openalex.org/W3119880462","https://openalex.org/W3205993000"],"related_works":["https://openalex.org/W4226185144","https://openalex.org/W3216719037","https://openalex.org/W7126181702","https://openalex.org/W4387492469","https://openalex.org/W7134055593","https://openalex.org/W7157137163","https://openalex.org/W7126038404","https://openalex.org/W2765335380","https://openalex.org/W7172092348","https://openalex.org/W7161276707"],"abstract_inverted_index":{"In":[0,82],"the":[1,27,33,52,115],"digital":[2],"era,":[3],"disease":[4,22],"diagnosis":[5],"and":[6,24,30,40,46,51,57,66,73,87,96,106],"patient":[7],"management":[8,25],"is":[9],"taking":[10],"a":[11],"decisive":[12],"leap":[13],"forward":[14],"to":[15,70],"dynamically":[16],"link":[17],"personalized":[18,101],"medical":[19],"decision":[20],"making,":[21],"recognition":[23],"with":[26,42],"massive":[28],"individuality":[29],"uniqueness":[31],"of":[32,55,64,93,118],"human":[34],"body.":[35],"Individual":[36],"needs":[37],"are":[38,68],"recognised":[39],"associated":[41],"unique":[43],"individual":[44],"demands":[45],"tastes":[47],"via":[48],"automated":[49],"processes":[50],"pre-processing":[53],"power":[54],"complex":[56],"accurate":[58],"recom-mender":[59],"systems.":[60],"The":[61],"gigantic":[62],"pool":[63],"biometrics":[65],"biomarkers":[67,105],"used":[69],"predict":[71],"outcomes":[72],"identify":[74],"patterns":[75],"in":[76,78],"patients":[77],"an":[79],"individualized":[80],"manner.":[81],"this":[83],"paper,":[84],"we":[85],"continue":[86],"improve":[88],"upon":[89],"recent":[90],"previous":[91],"work":[92],"ours":[94],"[1]":[95],"develop":[97],"software":[98],"systems":[99],"for":[100],"nutrition":[102],"based":[103],"on":[104,111],"deep":[107],"learning":[108],"algorithms.":[109],"Evaluation":[110],"real":[112],"data":[113],"demonstrates":[114],"high":[116],"performance":[117],"our":[119],"approach.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2021-12-31T00:00:00"}