{"id":"https://openalex.org/W7148328722","doi":"https://doi.org/10.1186/s13040-026-00532-6","title":"Machine learning-based assessment of the healthy human gut mycobiota landscape using ITS1 DNA metabarcoding data","display_name":"Machine learning-based assessment of the healthy human gut mycobiota landscape using ITS1 DNA metabarcoding data","publication_year":2026,"publication_date":"2026-04-02","ids":{"openalex":"https://openalex.org/W7148328722","doi":"https://doi.org/10.1186/s13040-026-00532-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/41928315"},"language":"en","primary_location":{"id":"doi:10.1186/s13040-026-00532-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13040-026-00532-6","pdf_url":null,"source":{"id":"https://openalex.org/S84409260","display_name":"BioData Mining","issn_l":"1756-0381","issn":["1756-0381"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioData Mining","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s13040-026-00532-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052699596","display_name":"Giuseppe Defazio","orcid":"https://orcid.org/0000-0002-9356-5224"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Defazio","raw_affiliation_strings":["Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9356-5224","affiliations":[{"raw_affiliation_string":"Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031052127","display_name":"Erika Lorusso","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Erika Lorusso","raw_affiliation_strings":["Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy"],"raw_orcid":"https://orcid.org/0009-0005-0769-3588","affiliations":[{"raw_affiliation_string":"Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039802553","display_name":"Mariangela De Robertis","orcid":"https://orcid.org/0000-0002-5409-639X"},"institutions":[{"id":"https://openalex.org/I4210148743","display_name":"Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies","ror":"https://ror.org/05nzf7q96","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210148743","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mariangela De Robertis","raw_affiliation_strings":["Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy","Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, Consiglio Nazionale delle Ricerche, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5409-639X","affiliations":[{"raw_affiliation_string":"Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, Consiglio Nazionale delle Ricerche, Bari, Italy","institution_ids":["https://openalex.org/I4210148743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007754229","display_name":"Tommaso Mello","orcid":"https://orcid.org/0000-0002-6192-6902"},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Mello","raw_affiliation_strings":["Experimental and Clinical Biomedical Sciences \"Mario Serio\", Universit\u00e0 degli Studi di Firenze, Firenze, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6192-6902","affiliations":[{"raw_affiliation_string":"Experimental and Clinical Biomedical Sciences \"Mario Serio\", Universit\u00e0 degli Studi di Firenze, Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132821626","display_name":"Andrea Galli","orcid":null},"institutions":[{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Galli","raw_affiliation_strings":["Experimental and Clinical Biomedical Sciences \"Mario Serio\", Universit\u00e0 degli Studi di Firenze, Firenze, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5416-6290","affiliations":[{"raw_affiliation_string":"Experimental and Clinical Biomedical Sciences \"Mario Serio\", Universit\u00e0 degli Studi di Firenze, Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132830666","display_name":"Graziano Pesole","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148743","display_name":"Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies","ror":"https://ror.org/05nzf7q96","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210148743","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Graziano Pesole","raw_affiliation_strings":["Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy. graziano.pesole@uniba.it","Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, Consiglio Nazionale delle Ricerche, Bari, Italy. graziano.pesole@uniba.it"],"raw_orcid":"https://orcid.org/0000-0003-3663-0859","affiliations":[{"raw_affiliation_string":"Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy. graziano.pesole@uniba.it","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, Consiglio Nazionale delle Ricerche, Bari, Italy. graziano.pesole@uniba.it","institution_ids":["https://openalex.org/I4210148743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067077141","display_name":"Bruno Fosso","orcid":"https://orcid.org/0000-0003-2324-086X"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Bruno Fosso","raw_affiliation_strings":["Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy. bruno.fosso@uniba.it"],"raw_orcid":"https://orcid.org/0000-0003-2324-086X","affiliations":[{"raw_affiliation_string":"Department of Bioscience, Biotechnology and Environment, Universit\u00e0 degli Studi di Bari Aldo Moro, Bari, Italy. bruno.fosso@uniba.it","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067077141","https://openalex.org/A5132830666"],"corresponding_institution_ids":["https://openalex.org/I4210148743","https://openalex.org/I5561750"],"apc_list":{"value":2490,"currency":"USD","value_usd":2490},"apc_paid":{"value":2490,"currency":"USD","value_usd":2490},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30560697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10066","display_name":"Gut microbiota and health","score":0.8992000222206116,"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/T10066","display_name":"Gut microbiota and health","score":0.8992000222206116,"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/T10269","display_name":"Epigenetics and DNA Methylation","score":0.029600000008940697,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.006800000090152025,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microbiome","display_name":"Microbiome","score":0.842199981212616},{"id":"https://openalex.org/keywords/mycobiota","display_name":"Mycobiota","score":0.8149999976158142},{"id":"https://openalex.org/keywords/host","display_name":"Host (biology)","score":0.5354999899864197},{"id":"https://openalex.org/keywords/human-microbiome","display_name":"Human microbiome","score":0.5069000124931335},{"id":"https://openalex.org/keywords/human-health","display_name":"Human health","score":0.4884999990463257},{"id":"https://openalex.org/keywords/environmental-dna","display_name":"Environmental DNA","score":0.4643000066280365},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.4117000102996826}],"concepts":[{"id":"https://openalex.org/C143121216","wikidata":"https://www.wikidata.org/wiki/Q1330402","display_name":"Microbiome","level":2,"score":0.842199981212616},{"id":"https://openalex.org/C2777649605","wikidata":"https://www.wikidata.org/wiki/Q1474267","display_name":"Mycobiota","level":2,"score":0.8149999976158142},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.6414999961853027},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5579000115394592},{"id":"https://openalex.org/C126831891","wikidata":"https://www.wikidata.org/wiki/Q221673","display_name":"Host (biology)","level":2,"score":0.5354999899864197},{"id":"https://openalex.org/C91478284","wikidata":"https://www.wikidata.org/wiki/Q6623796","display_name":"Human microbiome","level":3,"score":0.5069000124931335},{"id":"https://openalex.org/C2987857752","wikidata":"https://www.wikidata.org/wiki/Q12147","display_name":"Human health","level":2,"score":0.4884999990463257},{"id":"https://openalex.org/C2779969263","wikidata":"https://www.wikidata.org/wiki/Q25098939","display_name":"Environmental DNA","level":3,"score":0.4643000066280365},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4564000070095062},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.4117000102996826},{"id":"https://openalex.org/C15151743","wikidata":"https://www.wikidata.org/wiki/Q903778","display_name":"Metagenomics","level":3,"score":0.40209999680519104},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.38769999146461487},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.38580000400543213},{"id":"https://openalex.org/C190944805","wikidata":"https://www.wikidata.org/wiki/Q3922751","display_name":"Human Microbiome Project","level":4,"score":0.38199999928474426},{"id":"https://openalex.org/C3019978661","wikidata":"https://www.wikidata.org/wiki/Q739734","display_name":"Gut microbiome","level":3,"score":0.3725000023841858},{"id":"https://openalex.org/C51679486","wikidata":"https://www.wikidata.org/wiki/Q380546","display_name":"DNA sequencing","level":3,"score":0.3506999909877777},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.33559998869895935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2913999855518341},{"id":"https://openalex.org/C69562835","wikidata":"https://www.wikidata.org/wiki/Q3054637","display_name":"Microbial ecology","level":3,"score":0.2912999987602234},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.2881999909877777},{"id":"https://openalex.org/C19843653","wikidata":"https://www.wikidata.org/wiki/Q213907","display_name":"Model organism","level":3,"score":0.26899999380111694},{"id":"https://openalex.org/C141732470","wikidata":"https://www.wikidata.org/wiki/Q1154642","display_name":"DNA barcoding","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/s13040-026-00532-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13040-026-00532-6","pdf_url":null,"source":{"id":"https://openalex.org/S84409260","display_name":"BioData Mining","issn_l":"1756-0381","issn":["1756-0381"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioData Mining","raw_type":"journal-article"},{"id":"pmid:41928315","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41928315","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":"BioData mining","raw_type":null},{"id":"pmh:oai:doaj.org/article:3f5b1e8942c64e489035e64dfaa5ab83","is_oa":false,"landing_page_url":"https://doaj.org/article/3f5b1e8942c64e489035e64dfaa5ab83","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BioData Mining, Vol 19, Iss 1 (2026)","raw_type":"article"},{"id":"pmh:oai:flore.unifi.it:2158/1466092","is_oa":true,"landing_page_url":"https://link.springer.com/article/10.1186/s13040-026-00532-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13159301","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13159301/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BioData Min","raw_type":"Text"},{"id":"pmh:oai:ricerca.uniba.it:11586/585001","is_oa":false,"landing_page_url":"https://hdl.handle.net/11586/585001","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1186/s13040-026-00532-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13040-026-00532-6","pdf_url":null,"source":{"id":"https://openalex.org/S84409260","display_name":"BioData Mining","issn_l":"1756-0381","issn":["1756-0381"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BioData Mining","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3957411893","display_name":null,"funder_award_id":"H93C22000560003","funder_id":"https://openalex.org/F4320326082","funder_display_name":"Regione Puglia"},{"id":"https://openalex.org/G5102379193","display_name":null,"funder_award_id":"PNC-EJ-2022-23683266 PNC-HLS-DA","funder_id":"https://openalex.org/F4320331528","funder_display_name":"Ministero dell'Universit\u00e0 e della Ricerca"}],"funders":[{"id":"https://openalex.org/F4320326082","display_name":"Regione Puglia","ror":"https://ror.org/039k11f95"},{"id":"https://openalex.org/F4320331528","display_name":"Ministero dell'Universit\u00e0 e della Ricerca","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":83,"referenced_works":["https://openalex.org/W1971415551","https://openalex.org/W2023506796","https://openalex.org/W2065032583","https://openalex.org/W2097124003","https://openalex.org/W2111560651","https://openalex.org/W2115003883","https://openalex.org/W2128769815","https://openalex.org/W2131186249","https://openalex.org/W2131415145","https://openalex.org/W2133275312","https://openalex.org/W2133856765","https://openalex.org/W2139086914","https://openalex.org/W2148515298","https://openalex.org/W2154449852","https://openalex.org/W2155703794","https://openalex.org/W2171571559","https://openalex.org/W2229420368","https://openalex.org/W2302501749","https://openalex.org/W2302902092","https://openalex.org/W2334791991","https://openalex.org/W2530689043","https://openalex.org/W2558041282","https://openalex.org/W2607879065","https://openalex.org/W2616380171","https://openalex.org/W2619865459","https://openalex.org/W2757815815","https://openalex.org/W2769232178","https://openalex.org/W2798082096","https://openalex.org/W2889801898","https://openalex.org/W2910615673","https://openalex.org/W2911964244","https://openalex.org/W2913835110","https://openalex.org/W2915375909","https://openalex.org/W2951719120","https://openalex.org/W2952564192","https://openalex.org/W2963276645","https://openalex.org/W2988998130","https://openalex.org/W3005767372","https://openalex.org/W3007449302","https://openalex.org/W3013708148","https://openalex.org/W3014125121","https://openalex.org/W3017198861","https://openalex.org/W3026451067","https://openalex.org/W3027618338","https://openalex.org/W3044219890","https://openalex.org/W3080453277","https://openalex.org/W3083241614","https://openalex.org/W3087332590","https://openalex.org/W3094829103","https://openalex.org/W3119425925","https://openalex.org/W3133836225","https://openalex.org/W3135612196","https://openalex.org/W3137065025","https://openalex.org/W3138727705","https://openalex.org/W3146002984","https://openalex.org/W3170425734","https://openalex.org/W3178098834","https://openalex.org/W3206998513","https://openalex.org/W3211779138","https://openalex.org/W3212450750","https://openalex.org/W3216765853","https://openalex.org/W4200361320","https://openalex.org/W4214884065","https://openalex.org/W4283369143","https://openalex.org/W4295359135","https://openalex.org/W4297154615","https://openalex.org/W4297225858","https://openalex.org/W4297513236","https://openalex.org/W4307220537","https://openalex.org/W4308145828","https://openalex.org/W4315437009","https://openalex.org/W4317434908","https://openalex.org/W4319350120","https://openalex.org/W4378909091","https://openalex.org/W4385728040","https://openalex.org/W4389613696","https://openalex.org/W4390676403","https://openalex.org/W4398167276","https://openalex.org/W4400408660","https://openalex.org/W4401649636","https://openalex.org/W4401945686","https://openalex.org/W4403688595","https://openalex.org/W4405376382"],"related_works":[],"abstract_inverted_index":{"The":[0],"human":[1],"gut":[2],"microbiome":[3,22,37,44],"plays":[4],"a":[5,18,32,71,132,151],"critical":[6],"role":[7,62],"in":[8],"maintaining":[9],"host":[10,25,107],"health":[11,108,156],"and":[12,14,24,114,122],"homeostasis,":[13],"current":[15],"literature":[16],"suggests":[17],"bidirectional":[19],"relationship":[20],"between":[21],"ecology":[23],"well-being.":[26],"DNA":[27,76],"metabarcoding":[28,77],"has":[29,45],"emerged":[30,124],"as":[31,118,125,150],"powerful":[33],"tool":[34,153],"for":[35],"investigating":[36],"imbalances":[38],"(i.e.,":[39],"dysbiosis).":[40],"While":[41],"the":[42,49,64,144],"prokaryotic":[43],"been":[46],"extensively":[47],"studied,":[48],"fungal":[50,115,147],"counterpart":[51],"-":[52,55],"or":[53],"mycobiome":[54,141],"remains":[56],"largely":[57],"unexplored,":[58],"despite":[59],"its":[60],"recognized":[61],"from":[63],"perinatal":[65],"stage":[66],"onward.":[67],"Here,":[68],"we":[69],"present":[70],"comprehensive":[72],"survey":[73,87],"based":[74],"on":[75],"analysis":[78],"of":[79,146],"approximately":[80],"1,500":[81],"publicly":[82,139],"available":[83,140],"ITS1":[84],"samples.":[85],"This":[86,129],"integrates":[88],"conventional":[89],"statistical":[90],"approaches":[91],"with":[92,98,110],"Machine":[93],"Learning":[94],"(ML)":[95],"methods":[96],"coupled":[97],"explainable":[99],"Artificial":[100],"Intelligence":[101],"(XAI).":[102],"ML":[103],"models":[104],"successfully":[105],"predicted":[106],"status":[109],"accuracies":[111],"exceeding":[112],"80%,":[113],"genera":[116],"such":[117],"Eurotium,":[119],"Aureobasidium,":[120],"Candida,":[121],"Cutaneotrichosporon":[123],"key":[126],"classification":[127],"features.":[128],"study":[130],"introduces":[131],"cutting-edge":[133],"multiview":[134],"analytical":[135],"framework":[136],"applied":[137],"to":[138,154],"data,":[142],"highlighting":[143],"potential":[145],"community":[148],"profiling":[149],"non-invasive":[152],"support":[155],"diagnostics.":[157]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2026-04-03T00:00:00"}
