{"id":"https://openalex.org/W4400955623","doi":"https://doi.org/10.3233/shti240148","title":"Precision Nutrition Management in Continuous Care: Leveraging AI for User-Reported Dietary Data Analysis","display_name":"Precision Nutrition Management in Continuous Care: Leveraging AI for User-Reported Dietary Data Analysis","publication_year":2024,"publication_date":"2024-07-24","ids":{"openalex":"https://openalex.org/W4400955623","doi":"https://doi.org/10.3233/shti240148","pmid":"https://pubmed.ncbi.nlm.nih.gov/39049264"},"language":"en","primary_location":{"id":"doi:10.3233/shti240148","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240148","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240148","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240148","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012806927","display_name":"Hsiu-An Lee","orcid":"https://orcid.org/0000-0003-1178-1626"},"institutions":[{"id":"https://openalex.org/I165441096","display_name":"National Health Research Institutes","ror":"https://ror.org/02r6fpx29","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I165441096"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hsiu-An Lee","raw_affiliation_strings":["Asia-Pacific Association for Medical Informatics","National Health Research Institutes-The National Institute of Cancer Research, Tainan 704, Taiwan"],"affiliations":[{"raw_affiliation_string":"Asia-Pacific Association for Medical Informatics","institution_ids":[]},{"raw_affiliation_string":"National Health Research Institutes-The National Institute of Cancer Research, Tainan 704, Taiwan","institution_ids":["https://openalex.org/I165441096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026537856","display_name":"Cheng-Cheng Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I165441096","display_name":"National Health Research Institutes","ror":"https://ror.org/02r6fpx29","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I165441096"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chen-Yi Liu","raw_affiliation_strings":["National Health Research Institutes-The National Institute of Cancer Research, Tainan 704, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Health Research Institutes-The National Institute of Cancer Research, Tainan 704, Taiwan","institution_ids":["https://openalex.org/I165441096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054431639","display_name":"Chien\u2010Yeh Hsu","orcid":"https://orcid.org/0000-0001-8233-6461"},"institutions":[{"id":"https://openalex.org/I191969501","display_name":"National Taipei University of Nursing and Health Science","ror":"https://ror.org/019z71f50","country_code":"TW","type":"education","lineage":["https://openalex.org/I191969501"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Yeh Hsu","raw_affiliation_strings":["Asia-Pacific Association for Medical Informatics","Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei 112, Taiwan"],"affiliations":[{"raw_affiliation_string":"Asia-Pacific Association for Medical Informatics","institution_ids":[]},{"raw_affiliation_string":"Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei 112, Taiwan","institution_ids":["https://openalex.org/I191969501"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012806927"],"corresponding_institution_ids":["https://openalex.org/I165441096"],"apc_list":null,"apc_paid":null,"fwci":4.7194,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.93329303,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"315","issue":null,"first_page":"256","last_page":"261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10866","display_name":"Nutritional Studies and Diet","score":0.9976999759674072,"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":0.9976999759674072,"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":0.9970999956130981,"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/T12873","display_name":"Nutrition, Health and Food Behavior","score":0.9381999969482422,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6320987343788147},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34077954292297363}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6320987343788147},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34077954292297363}],"mesh":[{"descriptor_ui":"D000076206","descriptor_name":"Patient Generated Health Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076206","descriptor_name":"Patient Generated Health Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076206","descriptor_name":"Patient Generated Health Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076206","descriptor_name":"Patient Generated Health Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013624","descriptor_name":"Taiwan","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti240148","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240148","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240148","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:39049264","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39049264","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti240148","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti240148","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240148","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4400955623.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2000537420","https://openalex.org/W2479066671","https://openalex.org/W2626558067","https://openalex.org/W2899306575","https://openalex.org/W2900833749","https://openalex.org/W2937971823","https://openalex.org/W3123080608","https://openalex.org/W3160722946","https://openalex.org/W3203399087","https://openalex.org/W4220683131","https://openalex.org/W4225827208","https://openalex.org/W4288491009","https://openalex.org/W4313590901","https://openalex.org/W4382786693"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"A":[0],"As":[1],"health":[2,179],"technology":[3,20],"advances,":[4],"this":[5],"study":[6,133,185],"aims":[7],"to":[8,25,49,175],"develop":[9],"an":[10],"innovative":[11],"nutritional":[12,59,86,97,127,152,157,170,221],"intake":[13,60,158,222],"management":[14,34,98,171,195],"system":[15,39,114,210],"that":[16],"integrates":[17],"artificial":[18,201],"intelligence":[19],"and":[21,32,51,118,129,150,206,218,227],"social":[22,110,203],"media":[23,111,204],"software":[24],"achieve":[26],"precise":[27,169],"analysis":[28,80],"of":[29,56,81,126,139,181,234],"patient-generated":[30,189],"data":[31,146,207],"comprehensive":[33],"in":[35,96,102,166,196],"continuous":[36,197,235],"care.":[37,198],"Our":[38],"is":[40],"built":[41],"on":[42,147,155],"the":[43,72,124,136,156,162,177,232],"Line":[44,73],"Bot":[45],"platform,":[46],"allowing":[47],"users":[48,66],"easily":[50],"intuitively":[52],"obtain":[53],"detailed":[54],"analyses":[55],"their":[57,68],"individual":[58,145],"by":[61,161],"reporting":[62],"dietary":[63,69],"information.":[64],"While":[65],"report":[67],"habits":[70],"through":[71,107],"Bot,":[74],"our":[75,113,209],"AI":[76],"model":[77],"conducts":[78],"real-time":[79],"nutrient":[82],"intake,":[83],"providing":[84],"personalized":[85],"recommendations.":[87],"This":[88,132,184],"instantaneous":[89],"feedback":[90],"not":[91,211],"only":[92,212],"enhances":[93],"user":[94],"engagement":[95],"but":[99,223],"also":[100,224],"aids":[101],"establishing":[103],"healthy":[104],"habits.":[105],"Additionally,":[106],"integration":[108],"with":[109,141],"software,":[112,205],"facilitates":[115],"information":[116],"sharing":[117],"community":[119],"support":[120,228],"among":[121,229],"users,":[122],"promoting":[123],"exchange":[125],"knowledge":[128],"mutual":[130],"assistance.":[131],"further":[134],"explores":[135],"specific":[137],"needs":[138,180],"patients":[140],"chronic":[142,148],"diseases,":[143],"collecting":[144],"conditions":[149],"total":[151],"intake.":[153],"Based":[154],"guidelines":[159],"proposed":[160],"Health":[163],"Promotion":[164],"Administration":[165],"Taiwan,":[167],"more":[168],"recommendations":[172],"are":[173],"provided":[174],"meet":[176],"unique":[178],"each":[182],"patient.":[183],"introduces":[186],"a":[187],"comprehensive,":[188],"data-based":[190],"approach":[191],"for":[192,216],"precision":[193],"nutrition":[194],"By":[199],"integrating":[200],"intelligence,":[202],"analysis,":[208],"offers":[213],"effective":[214],"tools":[215],"monitoring":[217],"managing":[219],"patients'":[220],"fosters":[225],"interaction":[226],"patients,":[230],"driving":[231],"implementation":[233],"care":[236],"practices.":[237]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
