{"id":"https://openalex.org/W4408904135","doi":"https://doi.org/10.1186/s12859-025-06110-7","title":"DMoVGPE: predicting gut microbial associated metabolites profiles with deep mixture of variational Gaussian Process experts","display_name":"DMoVGPE: predicting gut microbial associated metabolites profiles with deep mixture of variational Gaussian Process experts","publication_year":2025,"publication_date":"2025-03-27","ids":{"openalex":"https://openalex.org/W4408904135","doi":"https://doi.org/10.1186/s12859-025-06110-7","pmid":"https://pubmed.ncbi.nlm.nih.gov/40148806"},"language":"en","primary_location":{"id":"doi:10.1186/s12859-025-06110-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06110-7","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06110-7","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06110-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024029157","display_name":"Qian Weng","orcid":"https://orcid.org/0000-0002-5307-4770"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]},{"id":"https://openalex.org/I4210152154","display_name":"State Key Laboratory of Food Science and Technology","ror":"https://ror.org/04zgj7914","country_code":"CN","type":"facility","lineage":["https://openalex.org/I111599522","https://openalex.org/I141649914","https://openalex.org/I4210152154"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qinghui Weng","raw_affiliation_strings":["The School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China","The State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"The School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China","institution_ids":["https://openalex.org/I111599522"]},{"raw_affiliation_string":"The State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China","institution_ids":["https://openalex.org/I4210152154","https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059307237","display_name":"Mingyi Hu","orcid":"https://orcid.org/0000-0002-3927-0281"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]},{"id":"https://openalex.org/I4210152154","display_name":"State Key Laboratory of Food Science and Technology","ror":"https://ror.org/04zgj7914","country_code":"CN","type":"facility","lineage":["https://openalex.org/I111599522","https://openalex.org/I141649914","https://openalex.org/I4210152154"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyi Hu","raw_affiliation_strings":["The School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China","The State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"The School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China","institution_ids":["https://openalex.org/I111599522"]},{"raw_affiliation_string":"The State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China","institution_ids":["https://openalex.org/I4210152154","https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018102527","display_name":"Guohao Peng","orcid":"https://orcid.org/0000-0001-9967-4934"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guohao Peng","raw_affiliation_strings":["The School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, 639798, Singapore"],"affiliations":[{"raw_affiliation_string":"The School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005818978","display_name":"Jinlin Zhu","orcid":"https://orcid.org/0000-0002-4296-5914"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]},{"id":"https://openalex.org/I4210152154","display_name":"State Key Laboratory of Food Science and Technology","ror":"https://ror.org/04zgj7914","country_code":"CN","type":"facility","lineage":["https://openalex.org/I111599522","https://openalex.org/I141649914","https://openalex.org/I4210152154"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinlin Zhu","raw_affiliation_strings":["The School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China. wx_zjl@jiangnan.edu.cn","The State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China. wx_zjl@jiangnan.edu.cn","The State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China","The School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"The School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China. wx_zjl@jiangnan.edu.cn","institution_ids":[]},{"raw_affiliation_string":"The State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China. wx_zjl@jiangnan.edu.cn","institution_ids":[]},{"raw_affiliation_string":"The State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China","institution_ids":["https://openalex.org/I4210152154","https://openalex.org/I111599522"]},{"raw_affiliation_string":"The School of Artificial Intelligence and Computer Science, Jiangnan University, Wuxi, 214122, Jiangsu, People's Republic of China","institution_ids":["https://openalex.org/I111599522"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024029157"],"corresponding_institution_ids":["https://openalex.org/I111599522","https://openalex.org/I4210152154"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.4823,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8040674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"26","issue":"1","first_page":"93","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},"topics":[{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10066","display_name":"Gut microbiota and health","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T12267","display_name":"Diet and metabolism studies","score":0.968999981880188,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8586398959159851},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6740180253982544},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.581173300743103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5737437009811401},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5685879588127136},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.4712809920310974},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.47114983201026917},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4551754295825958},{"id":"https://openalex.org/keywords/microbiome","display_name":"Microbiome","score":0.4117390215396881},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3698952794075012},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3334907293319702},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3237825632095337},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.24205181002616882},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17790597677230835},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12503260374069214}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8586398959159851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6740180253982544},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.581173300743103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5737437009811401},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5685879588127136},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.4712809920310974},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.47114983201026917},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4551754295825958},{"id":"https://openalex.org/C143121216","wikidata":"https://www.wikidata.org/wiki/Q1330402","display_name":"Microbiome","level":2,"score":0.4117390215396881},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3698952794075012},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3334907293319702},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3237825632095337},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.24205181002616882},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17790597677230835},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12503260374069214},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069196","descriptor_name":"Gastrointestinal Microbiome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069196","descriptor_name":"Gastrointestinal Microbiome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069196","descriptor_name":"Gastrointestinal Microbiome","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D000069196","descriptor_name":"Gastrointestinal Microbiome","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D000069196","descriptor_name":"Gastrointestinal Microbiome","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055432","descriptor_name":"Metabolomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055442","descriptor_name":"Metabolome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055442","descriptor_name":"Metabolome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055442","descriptor_name":"Metabolome","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D055442","descriptor_name":"Metabolome","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D055442","descriptor_name":"Metabolome","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12859-025-06110-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06110-7","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06110-7","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40148806","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40148806","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:01d223e5482e49d0950de9ef34543e3a","is_oa":true,"landing_page_url":"https://doaj.org/article/01d223e5482e49d0950de9ef34543e3a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 26, Iss 1, Pp 1-23 (2025)","raw_type":"article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/209484","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/209484","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"},{"id":"pmh:oai:europepmc.org:10762748","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11951675","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12859-025-06110-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12859-025-06110-7","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/s12859-025-06110-7","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408904135.pdf"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W1502922572","https://openalex.org/W2016073955","https://openalex.org/W2039497028","https://openalex.org/W2123790683","https://openalex.org/W2156975150","https://openalex.org/W2310707027","https://openalex.org/W2469068457","https://openalex.org/W2552659300","https://openalex.org/W2625068954","https://openalex.org/W2751192045","https://openalex.org/W2765476861","https://openalex.org/W2781422490","https://openalex.org/W2793222979","https://openalex.org/W2806314581","https://openalex.org/W2856619263","https://openalex.org/W2900902944","https://openalex.org/W2903406988","https://openalex.org/W2906742147","https://openalex.org/W2920748824","https://openalex.org/W2932900108","https://openalex.org/W2947189704","https://openalex.org/W2949004447","https://openalex.org/W2952831634","https://openalex.org/W2958564218","https://openalex.org/W2968888975","https://openalex.org/W2971887687","https://openalex.org/W3000419898","https://openalex.org/W3014637289","https://openalex.org/W3021001696","https://openalex.org/W3044813747","https://openalex.org/W3084404023","https://openalex.org/W3100964642","https://openalex.org/W3105016942","https://openalex.org/W3134163041","https://openalex.org/W3163924330","https://openalex.org/W4205155253","https://openalex.org/W4211049957","https://openalex.org/W4224289966","https://openalex.org/W4232364410","https://openalex.org/W4306292546","https://openalex.org/W4309849610","https://openalex.org/W4324032719","https://openalex.org/W4380681094","https://openalex.org/W4381250551","https://openalex.org/W4386120341","https://openalex.org/W4386492851","https://openalex.org/W4390176230","https://openalex.org/W4391322912","https://openalex.org/W4391445361","https://openalex.org/W4399443468","https://openalex.org/W4399568344","https://openalex.org/W4400782043","https://openalex.org/W4402282792","https://openalex.org/W4402924863","https://openalex.org/W4403031318"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W2905433371","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4220972140","https://openalex.org/W4378220270","https://openalex.org/W3161120485","https://openalex.org/W4387968020"],"abstract_inverted_index":{"Through":[0],"extensive":[1],"evaluations":[2],"on":[3],"various":[4],"datasets,":[5],"DMoVGPE":[6],"consistently":[7],"achieves":[8],"higher":[9],"prediction":[10],"performance":[11],"than":[12],"existing":[13,32],"models.":[14],"Furthermore,":[15],"our":[16],"model":[17],"reveals":[18],"significant":[19],"associations":[20],"between":[21],"specific":[22],"microbial":[23],"taxa":[24],"and":[25,43,58],"metabolites,":[26],"aligning":[27],"well":[28],"with":[29],"findings":[30],"from":[31],"studies.":[33],"These":[34],"results":[35],"highlight":[36],"DMoVGPE's":[37],"potential":[38],"to":[39,44],"provide":[40],"accurate":[41],"predictions":[42],"uncover":[45],"biologically":[46],"meaningful":[47],"relationships,":[48],"paving":[49],"the":[50],"way":[51],"for":[52],"its":[53],"application":[54],"in":[55],"disease":[56],"research":[57],"personalized":[59],"healthcare":[60],"strategies.":[61]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
