{"id":"https://openalex.org/W1492359003","doi":"https://doi.org/10.1109/isbi.2015.7164173","title":"Multi-resolution statistical analysis on graph structured data in neuroimaging","display_name":"Multi-resolution statistical analysis on graph structured data in neuroimaging","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1492359003","doi":"https://doi.org/10.1109/isbi.2015.7164173","mag":"1492359003","pmid":"https://pubmed.ncbi.nlm.nih.gov/27284387"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2015.7164173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7164173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003976825","display_name":"Won Hwa Kim","orcid":"https://orcid.org/0000-0001-5393-0883"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Won Hwa Kim","raw_affiliation_strings":["University of Wisconsin - Madison","University of Wisconsin, Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100779003","display_name":"Vikas Singh","orcid":"https://orcid.org/0000-0002-8355-6519"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikas Singh","raw_affiliation_strings":["University of Wisconsin - Madison","University of Wisconsin, Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029674397","display_name":"Moo K. Chung","orcid":"https://orcid.org/0000-0003-2852-9670"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Moo K. Chung","raw_affiliation_strings":["University of Wisconsin - Madison","University of Wisconsin, Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011613330","display_name":"Nagesh Adluru","orcid":"https://orcid.org/0000-0001-8330-1770"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nagesh Adluru","raw_affiliation_strings":["University of Wisconsin - Madison","University of Wisconsin, Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023997184","display_name":"Barbara B. Bendlin","orcid":"https://orcid.org/0000-0002-0580-9875"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barbara B. Bendlin","raw_affiliation_strings":["University of Wisconsin - Madison","University of Wisconsin, Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084579251","display_name":"Sterling C. Johnson","orcid":"https://orcid.org/0000-0002-8501-545X"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sterling C. Johnson","raw_affiliation_strings":["University of Wisconsin - Madison","University of Wisconsin, Madison"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"University of Wisconsin, Madison","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5003976825"],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":0.2714,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60960161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"34","issue":null,"first_page":"1548","last_page":"1551"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9990000128746033,"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6791408658027649},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5525227189064026},{"id":"https://openalex.org/keywords/tractography","display_name":"Tractography","score":0.5286427140235901},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.5194365978240967},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5002174377441406},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46891483664512634},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.46745094656944275},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.45244449377059937},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.44204768538475037},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.4283088445663452},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.424976110458374},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.2890545129776001},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2694917321205139},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20305287837982178},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.18615198135375977},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.16543662548065186},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13081258535385132},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12322363257408142}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6791408658027649},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5525227189064026},{"id":"https://openalex.org/C84787856","wikidata":"https://www.wikidata.org/wiki/Q3076659","display_name":"Tractography","level":4,"score":0.5286427140235901},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.5194365978240967},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5002174377441406},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46891483664512634},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.46745094656944275},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.45244449377059937},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44204768538475037},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.4283088445663452},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.424976110458374},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.2890545129776001},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2694917321205139},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20305287837982178},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.18615198135375977},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.16543662548065186},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13081258535385132},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12322363257408142},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/isbi.2015.7164173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2015.7164173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmid:27284387","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27284387","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":"Proceedings. IEEE International Symposium on Biomedical Imaging","raw_type":null},{"id":"pmh:oai:europepmc.org:3863476","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4895919","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:oasis.postech.ac.kr:2014.oak/106545","is_oa":false,"landing_page_url":"https://oasis.postech.ac.kr/handle/2014.oak/106545","pdf_url":null,"source":{"id":"https://openalex.org/S4306401965","display_name":"Open Access System for Information Sharing (Pohang University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123900574","host_organization_name":"Pohang University of Science and Technology","host_organization_lineage":["https://openalex.org/I123900574"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W152796232","https://openalex.org/W1996576603","https://openalex.org/W2042243448","https://openalex.org/W2075047855","https://openalex.org/W2100177310","https://openalex.org/W2103481737","https://openalex.org/W2115017507","https://openalex.org/W2124386111","https://openalex.org/W2132984323","https://openalex.org/W2145720158","https://openalex.org/W2156220037","https://openalex.org/W2158787690","https://openalex.org/W2159929956","https://openalex.org/W2799004609","https://openalex.org/W4213214460","https://openalex.org/W4241074797","https://openalex.org/W6681537844"],"related_works":["https://openalex.org/W2159208769","https://openalex.org/W2043847720","https://openalex.org/W3200763141","https://openalex.org/W2058085357","https://openalex.org/W3035809474","https://openalex.org/W2014292780","https://openalex.org/W2897261359","https://openalex.org/W1979383653","https://openalex.org/W2944765019","https://openalex.org/W2400850456"],"abstract_inverted_index":{"Statistical":[0],"data":[1,62,109,130],"analysis":[2],"plays":[3],"a":[4,40,51,81],"major":[5],"role":[6],"in":[7,33,72,80],"discovering":[8],"structural":[9],"and":[10,67,124,131],"functional":[11],"imaging":[12,61],"phenotypes":[13],"for":[14],"mental":[15],"disorders":[16],"such":[17],"as":[18,64],"Alzheimer's":[19],"disease":[20],"(AD).":[21],"The":[22],"goal":[23],"here":[24],"is":[25],"to":[26,92],"identify,":[27],"ideally":[28],"early":[29],"on,":[30],"which":[31,78],"regions":[32],"the":[34,44,55,59,73,89,104],"brain":[35],"show":[36],"abnormal":[37],"variations":[38],"with":[39],"disorder.":[41],"To":[42],"make":[43],"method":[45],"more":[46],"sensitive,":[47],"we":[48,84,114,118],"rely":[49],"on":[50,100],"multi-resolutional":[52],"perspective":[53],"of":[54,75],"given":[56],"data.":[57],"Since":[58],"underlying":[60],"(such":[63],"cortical":[65,128],"surfaces":[66],"connectomes)":[68],"are":[69],"naturally":[70],"represented":[71],"form":[74],"weighted":[76],"graphs":[77,101],"lie":[79],"non-Euclidean":[82],"space,":[83],"introduce":[85],"recent":[86],"work":[87],"from":[88],"harmonics":[90],"literature":[91],"derive":[93],"an":[94],"effective":[95],"multi-scale":[96],"descriptor":[97],"using":[98,127],"wavelets":[99],"that":[102],"characterize":[103],"local":[105],"context":[106],"at":[107],"each":[108],"point.":[110],"Using":[111],"this":[112],"descriptor,":[113],"demonstrate":[115],"experiments":[116],"where":[117],"identify":[119],"significant":[120],"differences":[121],"between":[122],"AD":[123],"control":[125],"populations":[126],"surface":[129],"tractography":[132],"derived":[133],"graphs/networks.":[134]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}