{"id":"https://openalex.org/W2048086177","doi":"https://doi.org/10.1109/isbi.2009.5193178","title":"Image-driven population analysis through mixture modeling","display_name":"Image-driven population analysis through mixture modeling","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2048086177","doi":"https://doi.org/10.1109/isbi.2009.5193178","mag":"2048086177"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2009.5193178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2009.5193178","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1721.1/54723","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025877936","display_name":"Mert R. Sabuncu","orcid":"https://orcid.org/0000-0002-7068-719X"},"institutions":[{"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":true,"raw_author_name":"Mert R. Sabuncu","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA","[Computer Science and Artificial Intelligence Lab, MIT, Cambridge, MA, USA]"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"[Computer Science and Artificial Intelligence Lab, MIT, Cambridge, MA, USA]","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081763875","display_name":"Polina Golland","orcid":"https://orcid.org/0000-0003-2516-731X"},"institutions":[{"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":"Polina Golland","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA","[Computer Science and Artificial Intelligence Lab, MIT, Cambridge, MA, USA]"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"[Computer Science and Artificial Intelligence Lab, MIT, Cambridge, MA, USA]","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025877936"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.6783,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71181939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"825","last_page":"825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9686999917030334,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"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/T10410","display_name":"COVID-19 epidemiological studies","score":0.9686999917030334,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6918504238128662},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6626086235046387},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6505522727966309},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.594699501991272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5482384562492371},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44080185890197754},{"id":"https://openalex.org/keywords/template","display_name":"Template","score":0.42524459958076477},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38979262113571167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3221437335014343},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.0634559690952301}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6918504238128662},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6626086235046387},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6505522727966309},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.594699501991272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5482384562492371},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44080185890197754},{"id":"https://openalex.org/C82714645","wikidata":"https://www.wikidata.org/wiki/Q438331","display_name":"Template","level":2,"score":0.42524459958076477},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38979262113571167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3221437335014343},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0634559690952301},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/isbi.2009.5193178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2009.5193178","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.158.3690","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.158.3690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ai.mit.edu/people/polina/papers/Sabuncu_TMI-2009.pdf","raw_type":"text"},{"id":"pmh:oai:dspace.mit.edu:1721.1/54723","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/54723","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE","raw_type":"http://purl.org/eprint/type/JournalArticle"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/54723","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/54723","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE","raw_type":"http://purl.org/eprint/type/JournalArticle"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2048086177","https://openalex.org/W2133086277"],"related_works":["https://openalex.org/W2121300814","https://openalex.org/W4234406076","https://openalex.org/W1886613375","https://openalex.org/W4236081792","https://openalex.org/W4250583430","https://openalex.org/W2010731026","https://openalex.org/W2360893094","https://openalex.org/W4236036386","https://openalex.org/W3091442679","https://openalex.org/W4234773973"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,12,19,30,53],"novel,":[3],"image-driven":[4,50],"population":[5,23,55],"analysis":[6],"framework,":[7],"called":[8],"iCluster.":[9],"iCluster":[10],"processes":[11],"large":[13,54],"set":[14],"of":[15,21,52],"images":[16],"to":[17],"determine":[18],"partitioning":[20,51],"the":[22,38],"based":[24],"on":[25,59],"image":[26],"similarities,":[27],"while":[28],"establishing":[29],"dense":[31],"spatial":[32],"correspondence":[33],"across":[34],"individuals":[35],"and":[36,61],"computing":[37],"templates":[39],"that":[40,48],"represent":[41],"each":[42],"subpopulation.":[43],"In":[44],"experiments,":[45],"we":[46],"show":[47],"an":[49],"reveals":[56],"age":[57],"effects":[58],"neuroanatomy":[60],"correlates":[62],"with":[63],"mental":[64],"health.":[65]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
