{"id":"https://openalex.org/W4408746170","doi":"https://doi.org/10.1093/bioinformatics/btaf122","title":"Clustering individuals using INMTD: a novel versatile multi-view embedding framework integrating omics and imaging data","display_name":"Clustering individuals using INMTD: a novel versatile multi-view embedding framework integrating omics and imaging data","publication_year":2025,"publication_date":"2025-03-20","ids":{"openalex":"https://openalex.org/W4408746170","doi":"https://doi.org/10.1093/bioinformatics/btaf122","pmid":"https://pubmed.ncbi.nlm.nih.gov/40119919"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btaf122","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf122","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf122/62523865/btaf122.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf122/62523865/btaf122.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015373936","display_name":"Zuqi Li","orcid":"https://orcid.org/0000-0002-2318-9753"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]},{"id":"https://openalex.org/I2800231306","display_name":"Universitair Ziekenhuis Leuven","ror":"https://ror.org/0424bsv16","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2800231306"]},{"id":"https://openalex.org/I4210105714","display_name":"Center for Human Genetics","ror":"https://ror.org/01gcrbc43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210105714"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","US"],"is_corresponding":false,"raw_author_name":"Zuqi Li","raw_affiliation_strings":["Department of Human Genetics, KU Leuven , 3000 Leuven,","GIGA Molecular & Computational Biology, University of Li\u00e8ge , 4000 Li\u00e8ge,","Medical Imaging Research Center, UZ Leuven , 3000 Leuven,","University of Li\u00e8ge GIGA Molecular & Computational Biology, , Li\u00e8ge,","Department of Human Genetics, KU Leuven, Leuven, Belgium","Medical Imaging Research Center, UZ Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-2318-9753","affiliations":[{"raw_affiliation_string":"Department of Human Genetics, KU Leuven , 3000 Leuven,","institution_ids":["https://openalex.org/I4210105714","https://openalex.org/I99464096"]},{"raw_affiliation_string":"GIGA Molecular & Computational Biology, University of Li\u00e8ge , 4000 Li\u00e8ge,","institution_ids":["https://openalex.org/I157674565"]},{"raw_affiliation_string":"Medical Imaging Research Center, UZ Leuven , 3000 Leuven,","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"University of Li\u00e8ge GIGA Molecular & Computational Biology, , Li\u00e8ge,","institution_ids":["https://openalex.org/I157674565"]},{"raw_affiliation_string":"Department of Human Genetics, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Medical Imaging Research Center, UZ Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096","https://openalex.org/I2800231306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042530246","display_name":"Sam F. L. Windels","orcid":"https://orcid.org/0000-0001-8443-5041"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sam F L Windels","raw_affiliation_strings":["Barcelona Supercomputing Center , 08034 Barcelona,","Barcelona Supercomputing Center, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center , 08034 Barcelona,","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078121322","display_name":"No\u00ebl Malod\u2010Dognin","orcid":"https://orcid.org/0000-0002-6339-9907"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"No\u00ebl Malod-Dognin","raw_affiliation_strings":["Barcelona Supercomputing Center , 08034 Barcelona,","Barcelona Supercomputing Center, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center , 08034 Barcelona,","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044858589","display_name":"Seth M. Weinberg","orcid":"https://orcid.org/0000-0001-9467-4556"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I4210100055","display_name":"International Craniofacial Institute","ror":"https://ror.org/0107hzb54","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210100055"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seth M Weinberg","raw_affiliation_strings":["Department of Human Genetics, University of Pittsburgh , Pittsburgh, PA 15260,","Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, University of Pittsburgh , Pittsburgh, PA 15260,","Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, University of Pittsburgh, Pittsburgh, United States","Department of Human Genetics, University of Pittsburgh, Pittsburgh, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human Genetics, University of Pittsburgh , Pittsburgh, PA 15260,","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, University of Pittsburgh , Pittsburgh, PA 15260,","institution_ids":["https://openalex.org/I4210100055"]},{"raw_affiliation_string":"Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, University of Pittsburgh, Pittsburgh, United States","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Human Genetics, University of Pittsburgh, Pittsburgh, United States","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064886913","display_name":"Mary L. Marazita","orcid":"https://orcid.org/0000-0002-2648-2832"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I4210100055","display_name":"International Craniofacial Institute","ror":"https://ror.org/0107hzb54","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210100055"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary L Marazita","raw_affiliation_strings":["Department of Human Genetics, University of Pittsburgh , Pittsburgh, PA 15260,","Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, University of Pittsburgh , Pittsburgh, PA 15260,","Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, University of Pittsburgh, Pittsburgh, United States","Department of Human Genetics, University of Pittsburgh, Pittsburgh, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human Genetics, University of Pittsburgh , Pittsburgh, PA 15260,","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Oral and Craniofacial Sciences, Center for Craniofacial and Dental Genetics, University of Pittsburgh , Pittsburgh, PA 15260,","institution_ids":["https://openalex.org/I4210100055"]},{"raw_affiliation_string":"Center for Craniofacial and Dental Genetics, Department of Oral and Craniofacial Sciences, University of Pittsburgh, Pittsburgh, United States","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Department of Human Genetics, University of Pittsburgh, Pittsburgh, United States","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088022576","display_name":"Susan Walsh","orcid":"https://orcid.org/0000-0002-7064-1589"},"institutions":[{"id":"https://openalex.org/I135191193","display_name":"University of Indianapolis","ror":"https://ror.org/052133d12","country_code":"US","type":"education","lineage":["https://openalex.org/I135191193"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Susan Walsh","raw_affiliation_strings":["Department of Biology, Indiana University Purdue University Indianapolis , Indianapolis, IN 46202,","Department of Biology, Indiana University Purdue University Indianapolis, Indianapolis, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biology, Indiana University Purdue University Indianapolis , Indianapolis, IN 46202,","institution_ids":["https://openalex.org/I135191193","https://openalex.org/I55769427"]},{"raw_affiliation_string":"Department of Biology, Indiana University Purdue University Indianapolis, Indianapolis, United States","institution_ids":["https://openalex.org/I135191193","https://openalex.org/I55769427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066801964","display_name":"Mark D. Shriver","orcid":"https://orcid.org/0000-0003-0006-0479"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark D Shriver","raw_affiliation_strings":["Department of Anthropology, Pennsylvania State University , University Park, PA 16802,","Department of Anthropology, Pennsylvania State University, University Park, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anthropology, Pennsylvania State University , University Park, PA 16802,","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Department of Anthropology, Pennsylvania State University, University Park, United States","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087407274","display_name":"David W. Fardo","orcid":"https://orcid.org/0000-0002-7207-4696"},"institutions":[{"id":"https://openalex.org/I143302722","display_name":"University of Kentucky","ror":"https://ror.org/02k3smh20","country_code":"US","type":"education","lineage":["https://openalex.org/I143302722"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David W Fardo","raw_affiliation_strings":["Sanders-Brown Center on Aging, University of Kentucky , Lexington, KY 40506,","Sanders-Brown Center on Aging, University of Kentucky, Lexington, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sanders-Brown Center on Aging, University of Kentucky , Lexington, KY 40506,","institution_ids":["https://openalex.org/I143302722"]},{"raw_affiliation_string":"Sanders-Brown Center on Aging, University of Kentucky, Lexington, United States","institution_ids":["https://openalex.org/I143302722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054286392","display_name":"Peter Claes","orcid":"https://orcid.org/0000-0001-9489-9819"},"institutions":[{"id":"https://openalex.org/I2800231306","display_name":"Universitair Ziekenhuis Leuven","ror":"https://ror.org/0424bsv16","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2800231306"]},{"id":"https://openalex.org/I4210105714","display_name":"Center for Human Genetics","ror":"https://ror.org/01gcrbc43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210105714"]},{"id":"https://openalex.org/I4210150290","display_name":"Murdoch Children's Research Institute","ror":"https://ror.org/048fyec77","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I4210150290"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["AU","BE","US"],"is_corresponding":false,"raw_author_name":"Peter Claes","raw_affiliation_strings":["Department of Electrical Engineering, ESAT/PSI, KU Leuven , 3000 Leuven,","Department of Human Genetics, KU Leuven , 3000 Leuven,","Medical Imaging Research Center, UZ Leuven , 3000 Leuven,","Murdoch Children\u2019s Research Institute , Parkville, VIC 3052,","Murdoch Children's Research Institute, Melbourne, Australia","Medical Imaging Research Center, UZ Leuven, Leuven, Belgium","Department of Human Genetics, KU Leuven, Leuven, Belgium","Department of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, ESAT/PSI, KU Leuven , 3000 Leuven,","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Human Genetics, KU Leuven , 3000 Leuven,","institution_ids":["https://openalex.org/I4210105714","https://openalex.org/I99464096"]},{"raw_affiliation_string":"Medical Imaging Research Center, UZ Leuven , 3000 Leuven,","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Murdoch Children\u2019s Research Institute , Parkville, VIC 3052,","institution_ids":["https://openalex.org/I4210150290"]},{"raw_affiliation_string":"Murdoch Children's Research Institute, Melbourne, Australia","institution_ids":["https://openalex.org/I4210150290"]},{"raw_affiliation_string":"Medical Imaging Research Center, UZ Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096","https://openalex.org/I2800231306"]},{"raw_affiliation_string":"Department of Human Genetics, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Electrical Engineering, ESAT/PSI, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069984203","display_name":"Nata\u0161a Pr\u017eulj","orcid":"https://orcid.org/0000-0002-1290-853X"},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Nata\u0161a Pr\u017eulj","raw_affiliation_strings":["Barcelona Supercomputing Center , 08034 Barcelona,","Catalan Institution for Research and Advanced Studies (ICREA) , 08010 Barcelona,","Department of Computer Science, University College London , London WC1E 6BT,","Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain","Barcelona Supercomputing Center, Barcelona, Spain","Department of Computer Science, University College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center , 08034 Barcelona,","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Catalan Institution for Research and Advanced Studies (ICREA) , 08010 Barcelona,","institution_ids":["https://openalex.org/I11932220"]},{"raw_affiliation_string":"Department of Computer Science, University College London , London WC1E 6BT,","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain","institution_ids":["https://openalex.org/I11932220"]},{"raw_affiliation_string":"Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Department of Computer Science, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051714890","display_name":"Kristel Van Steen","orcid":"https://orcid.org/0000-0001-9868-5033"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]},{"id":"https://openalex.org/I4210105714","display_name":"Center for Human Genetics","ror":"https://ror.org/01gcrbc43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210105714"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","US"],"is_corresponding":false,"raw_author_name":"Kristel Van Steen","raw_affiliation_strings":["Department of Human Genetics, KU Leuven , 3000 Leuven,","GIGA Molecular & Computational Biology, University of Li\u00e8ge , 4000 Li\u00e8ge,","Department of Human Genetics, KU Leuven, Leuven, Belgium","University of Li\u00e8ge GIGA Molecular & Computational Biology, , Li\u00e8ge,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Human Genetics, KU Leuven , 3000 Leuven,","institution_ids":["https://openalex.org/I4210105714","https://openalex.org/I99464096"]},{"raw_affiliation_string":"GIGA Molecular & Computational Biology, University of Li\u00e8ge , 4000 Li\u00e8ge,","institution_ids":["https://openalex.org/I157674565"]},{"raw_affiliation_string":"Department of Human Genetics, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"University of Li\u00e8ge GIGA Molecular & Computational Biology, , Li\u00e8ge,","institution_ids":["https://openalex.org/I157674565"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":11,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05972696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"41","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.47519999742507935,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.47519999742507935,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.09629999846220016,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.04800000041723251,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.847636342048645},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7628878951072693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6995666027069092},{"id":"https://openalex.org/keywords/consensus-clustering","display_name":"Consensus clustering","score":0.5173003673553467},{"id":"https://openalex.org/keywords/rand-index","display_name":"Rand index","score":0.45635512471199036},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4525326192378998},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43299102783203125},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.42528074979782104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42527931928634644},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.41668838262557983},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.3987269401550293},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.38194039463996887},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32683393359184265},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.2001344859600067},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14640110731124878}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.847636342048645},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7628878951072693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6995666027069092},{"id":"https://openalex.org/C186767784","wikidata":"https://www.wikidata.org/wiki/Q5162841","display_name":"Consensus clustering","level":5,"score":0.5173003673553467},{"id":"https://openalex.org/C111442797","wikidata":"https://www.wikidata.org/wiki/Q7291446","display_name":"Rand index","level":3,"score":0.45635512471199036},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4525326192378998},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43299102783203125},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.42528074979782104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42527931928634644},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.41668838262557983},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.3987269401550293},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.38194039463996887},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32683393359184265},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.2001344859600067},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14640110731124878},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"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":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","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":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1093/bioinformatics/btaf122","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf122","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf122/62523865/btaf122.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:40119919","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40119919","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/763886","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/763886","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Bioinformatics, vol. 41 (4), Art.No. ARTN btaf122","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/48016","is_oa":true,"landing_page_url":"https://hdl.handle.net/1805/48016","pdf_url":"https://scholarworks.indianapolis.iu.edu/bitstreams/8ccfc0d9-4ecd-4eb0-a323-2edcbd9410c7/download","source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"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":"PMC","raw_type":"Article"},{"id":"pmh:oai:orbi.ulg.ac.be:2268/323614","is_oa":true,"landing_page_url":"https://orbi.uliege.be/handle/2268/323614","pdf_url":"https://orbi.uliege.be/bitstream/2268/323614/1/Li2024_INMTD%20preprint.pdf","source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"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":"Bioinformatics (2025)","raw_type":"peer reviewed"},{"id":"pmh:oai:pubmedcentral.nih.gov:11978392","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11978392","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btaf122","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btaf122","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btaf122/62523865/btaf122.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2585926585","display_name":null,"funder_award_id":"13039/501100011033/FEDER","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G3005324705","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G3071169565","display_name":null,"funder_award_id":"SGR 01536","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3681454997","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4042783231","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5382548124","display_name":"Machine Learning Frontiers in Precision Medicine","funder_award_id":"813533","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5421974903","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5544424979","display_name":"Translational SYStemics: Personalised Medicine at the Interface of Translational Research and Systems Medicine","funder_award_id":"860895","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5550858994","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G586857820","display_name":null,"funder_award_id":"501100011033/FEDER","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6071709581","display_name":null,"funder_award_id":"13039/501100011033/","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6685425346","display_name":null,"funder_award_id":"0011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8055432103","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G8920660035","display_name":null,"funder_award_id":"PID2022","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G8951405677","display_name":"Integrated Connectedness for a New Representation of Biology","funder_award_id":"770827","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408746170.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W197476940","https://openalex.org/W1827931243","https://openalex.org/W1902027874","https://openalex.org/W1966951118","https://openalex.org/W1978202017","https://openalex.org/W1979594866","https://openalex.org/W1986519866","https://openalex.org/W1987219048","https://openalex.org/W2026607811","https://openalex.org/W2089917999","https://openalex.org/W2100223206","https://openalex.org/W2117968640","https://openalex.org/W2151432963","https://openalex.org/W2157752701","https://openalex.org/W2616227410","https://openalex.org/W2884724578","https://openalex.org/W2885991505","https://openalex.org/W2912542262","https://openalex.org/W2913710075","https://openalex.org/W2914668660","https://openalex.org/W2939030316","https://openalex.org/W2943927267","https://openalex.org/W2950501506","https://openalex.org/W2957759025","https://openalex.org/W2965577449","https://openalex.org/W3021145032","https://openalex.org/W3113354915","https://openalex.org/W3124266267","https://openalex.org/W3205771307","https://openalex.org/W3214305858","https://openalex.org/W4321004782","https://openalex.org/W4388616071","https://openalex.org/W4396498290","https://openalex.org/W4400140900","https://openalex.org/W6681895561","https://openalex.org/W6682522921"],"related_works":["https://openalex.org/W2127243424","https://openalex.org/W4390394189","https://openalex.org/W2037504162","https://openalex.org/W2539013788","https://openalex.org/W2792706544","https://openalex.org/W1568451138","https://openalex.org/W2156699640","https://openalex.org/W2045265907","https://openalex.org/W2972997031","https://openalex.org/W34555840"],"abstract_inverted_index":{"MOTIVATION:":[0],"Combining":[1],"omics":[2,76,157],"and":[3,29,70,77,120,136,141,159],"images":[4,161],"can":[5,154],"lead":[6],"to":[7,48,81,88,108],"a":[8,46,62,99],"more":[9],"comprehensive":[10],"clustering":[11,65,96,132,164],"of":[12,52,85,144],"individuals":[13],"than":[14],"classic":[15],"single-view":[16],"approaches.":[17],"Among":[18],"the":[19,89,106,139],"various":[20],"approaches":[21],"for":[22,117,162],"multi-view":[23,64],"clustering,":[24],"nonnegative":[25,30],"matrix":[26],"tri-factorization":[27],"(NMTF)":[28],"Tucker":[31],"decomposition":[32],"(NTD)":[33],"are":[34],"advantageous":[35],"in":[36],"learning":[37],"low-rank":[38],"embeddings":[39,116],"with":[40,102,133,165],"promising":[41],"interpretability.":[42],"Besides,":[43],"there":[44],"is":[45,173],"need":[47],"handle":[49],"unwanted":[50],"drivers":[51],"clusterings":[53],"(i.e.":[54],"confounders).":[55],"RESULTS:":[56],"In":[57,105,151],"this":[58],"work,":[59],"we":[60,128],"introduce":[61],"novel":[63],"method":[66],"based":[67],"on":[68,98],"NMTF":[69],"NTD,":[71],"named":[72],"INMTD,":[73],"which":[74],"integrates":[75],"3D":[78,160],"imaging":[79],"data":[80,158],"derive":[82],"unconfounded":[83,131,163],"subgroups":[84],"individuals.":[86],"According":[87],"adjusted":[90],"Rand":[91],"index,":[92],"INMTD":[93,112,153,172],"outperformed":[94],"other":[95],"methods":[97],"synthetic":[100],"dataset":[101],"known":[103],"clusters.":[104],"application":[107],"real-life":[109],"facial-genomic":[110],"data,":[111],"generated":[113],"biologically":[114,166],"relevant":[115],"individuals,":[118],"genetics,":[119],"facial":[121,142],"morphology.":[122],"By":[123],"removing":[124],"confounded":[125],"embedding":[126],"vectors,":[127],"derived":[129,146],"an":[130],"better":[134],"internal":[135],"external":[137],"quality;":[138],"genetic":[140],"annotations":[143],"each":[145],"subgroup":[147],"highlighted":[148],"distinctive":[149],"characteristics.":[150],"conclusion,":[152],"effectively":[155],"integrate":[156],"meaningful":[167],"interpretation.":[168],"AVAILABILITY":[169],"AND":[170],"IMPLEMENTATION:":[171],"freely":[174],"available":[175],"at":[176],"https://github.com/ZuqiLi/INMTD.":[177]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
