{"id":"https://openalex.org/W3108407727","doi":"https://doi.org/10.1186/s40708-020-00120-2","title":"Density-based clustering of static and dynamic functional MRI connectivity features obtained from subjects with cognitive impairment","display_name":"Density-based clustering of static and dynamic functional MRI connectivity features obtained from subjects with cognitive impairment","publication_year":2020,"publication_date":"2020-11-26","ids":{"openalex":"https://openalex.org/W3108407727","doi":"https://doi.org/10.1186/s40708-020-00120-2","mag":"3108407727","pmid":"https://pubmed.ncbi.nlm.nih.gov/33242116"},"language":"en","primary_location":{"id":"doi:10.1186/s40708-020-00120-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-020-00120-2","pdf_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-020-00120-2","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Brain Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-020-00120-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Alzheimer\u2019s Disease Neuroimaging Initiative","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alzheimer\u2019s Disease Neuroimaging Initiative","raw_affiliation_strings":["Department of Radiology, Harvard Medical School, Boston, MA, USA","Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA","Division of Health Sciences and Technology, Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Division of Health Sciences and Technology, Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":null,"display_name":"D. Rangaprakash","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"D. Rangaprakash","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA","Department of Radiology, Harvard Medical School, Boston, MA, USA","Division of Health Sciences and Technology, Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA","Division of Engineering Science, Faculty of Applied Science & Engineering, University of Toronto, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Department of Radiology, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Division of Health Sciences and Technology, Harvard University and Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I63966007"]},{"raw_affiliation_string":"Division of Engineering Science, Faculty of Applied Science & Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028243919","display_name":"Toluwanimi O. Odemuyiwa","orcid":"https://orcid.org/0000-0002-5346-4744"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["CA","IN"],"is_corresponding":false,"raw_author_name":"Toluwanimi Odemuyiwa","raw_affiliation_strings":["Division of Engineering Science, Faculty of Applied Science & Engineering, University of Toronto, Toronto, ON, Canada","Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Engineering Science, Faculty of Applied Science & Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108614266","display_name":"D. Narayana Dutt","orcid":null},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]},{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]},{"id":"https://openalex.org/I699696","display_name":"National Institute of Mental Health and Neurosciences","ror":"https://ror.org/0405n5e57","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I699696"]},{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]},{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN","IN","US"],"is_corresponding":false,"raw_author_name":"D. Narayana Dutt","raw_affiliation_strings":["Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India","Center for Health Ecology and Equity Research, Auburn University, Auburn, AL, USA","School of Psychology, Capital Normal University, Beijing, China","Key Laboratory for Learning and Cognition, Capital Normal University, Beijing, China","Department of Psychological Sciences, Auburn University, Auburn, AL, USA","Center for Neuroscience, Auburn University, Auburn, AL, USA","AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, 560 Devall Dr, Suite 266D, Auburn, AL, 36849, USA","Alabama Advanced Imaging Consortium, University of Alabama Birmingham, Alabama, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India","institution_ids":["https://openalex.org/I699696"]},{"raw_affiliation_string":"Center for Health Ecology and Equity Research, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"School of Psychology, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]},{"raw_affiliation_string":"Key Laboratory for Learning and Cognition, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]},{"raw_affiliation_string":"Department of Psychological Sciences, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Center for Neuroscience, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, 560 Devall Dr, Suite 266D, Auburn, AL, 36849, USA","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Alabama Advanced Imaging Consortium, University of Alabama Birmingham, Alabama, USA","institution_ids":["https://openalex.org/I17301866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000419170","display_name":"Gopikrishna Deshpande","orcid":"https://orcid.org/0000-0001-7471-5357"},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]},{"id":"https://openalex.org/I699696","display_name":"National Institute of Mental Health and Neurosciences","ror":"https://ror.org/0405n5e57","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I699696"]},{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]},{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN","IN","US"],"is_corresponding":false,"raw_author_name":"Gopikrishna Deshpande","raw_affiliation_strings":["AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, 560 Devall Dr, Suite 266D, Auburn, AL, 36849, USA. gopi@auburn.edu","Alabama Advanced Imaging Consortium, University of Alabama Birmingham, Alabama, USA. gopi@auburn.edu","Center for Health Ecology and Equity Research, Auburn University, Auburn, AL, USA. gopi@auburn.edu","Center for Neuroscience, Auburn University, Auburn, AL, USA. gopi@auburn.edu","Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India. gopi@auburn.edu","Department of Psychological Sciences, Auburn University, Auburn, AL, USA. gopi@auburn.edu","Key Laboratory for Learning and Cognition, Capital Normal University, Beijing, China. gopi@auburn.edu","School of Psychology, Capital Normal University, Beijing, China. gopi@auburn.edu"],"raw_orcid":"https://orcid.org/0000-0001-7471-5357","affiliations":[{"raw_affiliation_string":"AU MRI Research Center, Department of Electrical and Computer Engineering, Auburn University, 560 Devall Dr, Suite 266D, Auburn, AL, 36849, USA. gopi@auburn.edu","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Alabama Advanced Imaging Consortium, University of Alabama Birmingham, Alabama, USA. gopi@auburn.edu","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Center for Health Ecology and Equity Research, Auburn University, Auburn, AL, USA. gopi@auburn.edu","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Center for Neuroscience, Auburn University, Auburn, AL, USA. gopi@auburn.edu","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Department of Psychiatry, National Institute of Mental Health and Neurosciences, Bangalore, India. gopi@auburn.edu","institution_ids":["https://openalex.org/I699696"]},{"raw_affiliation_string":"Department of Psychological Sciences, Auburn University, Auburn, AL, USA. gopi@auburn.edu","institution_ids":["https://openalex.org/I82497590"]},{"raw_affiliation_string":"Key Laboratory for Learning and Cognition, Capital Normal University, Beijing, China. gopi@auburn.edu","institution_ids":["https://openalex.org/I96852419"]},{"raw_affiliation_string":"School of Psychology, Capital Normal University, Beijing, China. gopi@auburn.edu","institution_ids":["https://openalex.org/I96852419"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":1.3706,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.80581102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":"1","first_page":"19","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9993000030517578,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"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/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8210460543632507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6891295313835144},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.668846845626831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6534507274627686},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6395977735519409},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6230461001396179},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5748003721237183},{"id":"https://openalex.org/keywords/dbscan","display_name":"DBSCAN","score":0.5409077405929565},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.4947735667228699},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.451130747795105},{"id":"https://openalex.org/keywords/dynamic-functional-connectivity","display_name":"Dynamic functional connectivity","score":0.4434770941734314},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4323781728744507},{"id":"https://openalex.org/keywords/rand-index","display_name":"Rand index","score":0.41348132491111755},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3969104588031769},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.3819833993911743},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.3460972309112549},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10289087891578674},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07360047101974487}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8210460543632507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6891295313835144},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.668846845626831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6534507274627686},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6395977735519409},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6230461001396179},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5748003721237183},{"id":"https://openalex.org/C46576248","wikidata":"https://www.wikidata.org/wiki/Q1114630","display_name":"DBSCAN","level":5,"score":0.5409077405929565},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.4947735667228699},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.451130747795105},{"id":"https://openalex.org/C2781312939","wikidata":"https://www.wikidata.org/wiki/Q17088721","display_name":"Dynamic functional connectivity","level":3,"score":0.4434770941734314},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4323781728744507},{"id":"https://openalex.org/C111442797","wikidata":"https://www.wikidata.org/wiki/Q7291446","display_name":"Rand index","level":3,"score":0.41348132491111755},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3969104588031769},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.3819833993911743},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.3460972309112549},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10289087891578674},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07360047101974487},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/s40708-020-00120-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-020-00120-2","pdf_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-020-00120-2","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Brain Informatics","raw_type":"journal-article"},{"id":"pmid:33242116","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33242116","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":"Brain informatics","raw_type":null},{"id":"pmh:oai:eprints.iisc.ac.in:67172","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:utoronto.scholaris.ca:1807/103109","is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/103109","pdf_url":"https://utoronto.scholaris.ca/bitstreams/ee558a4a-ff37-47b8-a711-9b1fa0901ffd/download","source":{"id":"https://openalex.org/S7407055458","display_name":"TSpace","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:85c90e057c9e41738da21c942dddfc65","is_oa":true,"landing_page_url":"https://doaj.org/article/85c90e057c9e41738da21c942dddfc65","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brain Informatics, Vol 7, Iss 1, Pp 1-13 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7691406","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7691406","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":"Brain Inform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s40708-020-00120-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-020-00120-2","pdf_url":"https://braininformatics.springeropen.com/track/pdf/10.1186/s40708-020-00120-2","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Brain Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4558216502","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320309904","display_name":"Auburn University","ror":"https://ror.org/02v80fc35"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3108407727.pdf","grobid_xml":"https://content.openalex.org/works/W3108407727.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1528119265","https://openalex.org/W1537312536","https://openalex.org/W1578711506","https://openalex.org/W1582673689","https://openalex.org/W1666942233","https://openalex.org/W1673310716","https://openalex.org/W1905081362","https://openalex.org/W1964858122","https://openalex.org/W1970261918","https://openalex.org/W1970628480","https://openalex.org/W1970695058","https://openalex.org/W1974731011","https://openalex.org/W1976623182","https://openalex.org/W1983855464","https://openalex.org/W1991458215","https://openalex.org/W1998031351","https://openalex.org/W1999823999","https://openalex.org/W2004363938","https://openalex.org/W2004622816","https://openalex.org/W2007483873","https://openalex.org/W2008895995","https://openalex.org/W2012739722","https://openalex.org/W2019288483","https://openalex.org/W2024671524","https://openalex.org/W2024933578","https://openalex.org/W2034841618","https://openalex.org/W2042440292","https://openalex.org/W2043699623","https://openalex.org/W2049955503","https://openalex.org/W2057550180","https://openalex.org/W2071768612","https://openalex.org/W2077786358","https://openalex.org/W2086381765","https://openalex.org/W2088272457","https://openalex.org/W2097747115","https://openalex.org/W2100198805","https://openalex.org/W2102697279","https://openalex.org/W2106773151","https://openalex.org/W2108585670","https://openalex.org/W2112532472","https://openalex.org/W2122457251","https://openalex.org/W2123923307","https://openalex.org/W2129066856","https://openalex.org/W2141141646","https://openalex.org/W2143003018","https://openalex.org/W2143661428","https://openalex.org/W2146594014","https://openalex.org/W2148601182","https://openalex.org/W2153233077","https://openalex.org/W2157106546","https://openalex.org/W2158485497","https://openalex.org/W2160045918","https://openalex.org/W2160642098","https://openalex.org/W2161078209","https://openalex.org/W2161829094","https://openalex.org/W2168125451","https://openalex.org/W2168824581","https://openalex.org/W2495614755","https://openalex.org/W2495632124","https://openalex.org/W2573848376","https://openalex.org/W2600734209","https://openalex.org/W2625805440","https://openalex.org/W2766833230","https://openalex.org/W3100570787","https://openalex.org/W3105762472","https://openalex.org/W3184801616","https://openalex.org/W4237407686","https://openalex.org/W6631872075"],"related_works":["https://openalex.org/W2394193399","https://openalex.org/W3134385809","https://openalex.org/W2559422900","https://openalex.org/W2054669762","https://openalex.org/W2387373525","https://openalex.org/W2809859387","https://openalex.org/W2353158678","https://openalex.org/W2377732725","https://openalex.org/W2121149195","https://openalex.org/W2143393242"],"abstract_inverted_index":{"Various":[0],"machine-learning":[1],"classification":[2],"techniques":[3],"have":[4],"been":[5,65],"employed":[6],"previously":[7,66],"to":[8,32,40,72,76,150,185],"classify":[9],"brain":[10,141,205],"states":[11],"in":[12,110,177,200],"healthy":[13],"and":[14,34,74,108,126,137,183,195],"disease":[15],"populations":[16],"using":[17,159,204],"functional":[18,128],"magnetic":[19],"resonance":[20],"imaging":[21],"(fMRI).":[22],"These":[23],"methods":[24],"generally":[25],"use":[26],"supervised":[27],"classifiers":[28],"that":[29,164,190],"are":[30],"sensitive":[31],"outliers":[33,73],"require":[35],"labeling":[36],"of":[37,88,101,117,140,148,179],"training":[38],"data":[39,62],"generate":[41],"a":[42,52,154],"predictive":[43],"model.":[44],"Density-based":[45],"clustering,":[46,85,132],"which":[47,133],"overcomes":[48],"these":[49],"issues,":[50],"is":[51],"popular":[53,83,103],"unsupervised":[54,202],"learning":[55],"approach":[56],"whose":[57],"utility":[58],"for":[59,131],"high-dimensional":[60],"neuroimaging":[61],"has":[63],"not":[64,91],"evaluated.":[67],"Its":[68],"advantages":[69],"include":[70],"insensitivity":[71],"ability":[75],"work":[77],"with":[78,114,172],"unlabeled":[79],"data.":[80],"Unlike":[81],"the":[82,86,99,135,146],"k-means":[84],"number":[87],"clusters":[89],"need":[90],"be":[92],"specified.":[93],"In":[94],"this":[95],"study,":[96],"we":[97,152],"compare":[98],"performance":[100],"two":[102],"density-based":[104,191],"clustering":[105,149,166,192],"methods,":[106],"DBSCAN":[107],"OPTICS,":[109],"accurately":[111,194],"identifying":[112],"individuals":[113],"three":[115],"stages":[116],"cognitive":[118],"impairment,":[119],"including":[120],"Alzheimer's":[121],"disease.":[122],"We":[123],"used":[124],"static":[125],"dynamic":[127,173],"connectivity":[129,142,174],"features":[130,175],"captures":[134],"strength":[136],"temporal":[138],"variation":[139],"respectively.":[143],"To":[144],"assess":[145],"robustness":[147,184],"noise/outliers,":[151],"propose":[153],"novel":[155],"method":[156],"called":[157],"recursive-clustering":[158],"additive-noise":[160],"(R-CLAN).":[161],"Results":[162],"demonstrated":[163],"both":[165],"algorithms":[167],"were":[168],"effective,":[169],"although":[170],"OPTICS":[171],"outperformed":[176],"terms":[178],"cluster":[180],"purity":[181],"(95.46%)":[182],"noise/outliers.":[186],"This":[187],"study":[188],"demonstrates":[189],"can":[193],"robustly":[196],"identify":[197],"diagnostic":[198],"classes":[199],"an":[201],"way":[203],"connectivity.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-10T00:00:00"}
