{"id":"https://openalex.org/W96155417","doi":null,"title":"The cell-graphs of brain cancer","display_name":"The cell-graphs of brain cancer","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W96155417","mag":"96155417"},"language":"en","primary_location":{"id":"mag:96155417","doi":null,"is_oa":false,"landing_page_url":"http://dl.acm.org/citation.cfm?id=1168796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","indexed_in":[],"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/A5073676361","display_name":"B\u00fclent Yener","orcid":"https://orcid.org/0000-0003-3989-6097","observed_orcids":["https://orcid.org/0000-0003-3989-6097"]},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"B\u00fclent Yener","raw_affiliation_strings":["Rensselaer Polytechnic Institute"],"raw_orcid":"https://orcid.org/0000-0003-3989-6097","affiliations":[{"raw_affiliation_string":"Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015438131","display_name":"Cigdem Gunduz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cigdem Gunduz","raw_affiliation_strings":["Rensselaer Polytechnic Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165799507"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01880177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.7217000126838684,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.7217000126838684,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.19760000705718994,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.03620000183582306,"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/cell-graphs","display_name":"cell graphs","score":0.9240000247955322},{"id":"https://openalex.org/keywords/brain-cancer-diagnosis","display_name":"brain cancer diagnosis","score":0.9319999814033508},{"id":"https://openalex.org/keywords/cell-clusters","display_name":"cell clusters","score":0.5669999718666077},{"id":"https://openalex.org/keywords/breast-cancer-diagnosis","display_name":"breast cancer diagnosis","score":0.746999979019165},{"id":"https://openalex.org/keywords/brain-tissue","display_name":"brain tissue","score":0.375}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5249617099761963},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49232614040374756},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4721298813819885},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44316381216049194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39991167187690735},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3546144366264343},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.27383941411972046},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:96155417","doi":null,"is_oa":false,"landing_page_url":"http://dl.acm.org/citation.cfm?id=1168796","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8371999859809875,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2150430828","https://openalex.org/W2126563020","https://openalex.org/W7100537693","https://openalex.org/W7098999898","https://openalex.org/W2022973070","https://openalex.org/W2124833098","https://openalex.org/W2161634498","https://openalex.org/W7099659367","https://openalex.org/W2134647348","https://openalex.org/W2006973561"],"abstract_inverted_index":{"In":[0],"the":[1,6,14,63,67,77,89,101,106,112,193,204,220,236,275,301,305,311,316,324],"current":[2],"practice":[3],"of":[4,17,38,52,91,103,114,125,156,186,196,206,222,225,295,303,313,327],"medicine,":[5],"most":[7],"reliable":[8],"way":[9],"to":[10,48,65,75,87,109,129,241,268,272,281,300,308],"diagnose":[11],"cancer":[12,297,335],"is":[13,128,150,239,278],"pathological":[15],"examination":[16],"a":[18,24,28,49,131,144,154,199,211,243,252,256],"biopsy.":[19],"For":[20,141],"that,":[21],"pathologists":[22],"examine":[23],"tissue":[25,147,246,254],"biopsy":[26],"under":[27],"microscope":[29],"and":[30,41,181,214,255,333],"make":[31],"assessments":[32,46],"largely":[33],"based":[34,117],"on":[35,59,118,231],"visual":[36],"interpretation":[37],"cell":[39,42,80,83,115,136],"morphology":[40,81],"distribution.":[43],"Therefore,":[44],"these":[45,97,139,187],"lead":[47],"certain":[50],"level":[51],"subjectivity.":[53,68],"Computational":[54],"diagnostic":[55,132,325],"tools":[56],"that":[57,134,235,274,319],"operate":[58],"quantitative":[60],"measures":[61],"have":[62,72],"potential":[64],"reduce":[66],"Different":[69],"computational":[70],"approaches":[71,98,329],"been":[73],"proposed":[74],"capture":[76],"deviations":[78],"in":[79,85,293],"or":[82,105,111],"distribution":[84,116,137,195],"order":[86],"identify":[88],"existence":[90],"cancer.":[92],"Despite":[93],"their":[94,169],"promising":[95],"results,":[96],"suffer":[99],"from":[100,160,168,247],"difficulty":[102],"segmentation":[104],"high":[107,172,261],"sensitivity":[108],"noise":[110],"analysis":[113],"only":[119],"immediate":[120],"neighborhood":[121],"relations.":[122],"The":[123,286],"goal":[124],"this":[126,142,162,175,190,320],"thesis":[127,202,264],"develop":[130],"tool":[133],"quantifies":[135,192],"addressing":[138],"problems.":[140],"purpose,":[143],"novel":[145],"graph-theoretical":[146],"representation":[148,191],"(cell-graphs)":[149],"introduced.":[151],"By":[152],"deriving":[153],"set":[155],"distinctive":[157,226],"topological":[158],"features":[159],"cell-graphs,":[161],"approach":[163,238,277,307,321],"automatically":[164],"distinguishes":[165],"cancerous":[166,244],"tissues":[167,250,271],"counterparts":[170],"with":[171,210,260],"accuracy.":[173,262],"\r\nIn":[174],"cell-graph":[176,207,227,237,276,306],"representation,":[177],"nodes":[178],"represent":[179,183,282],"cell-clusters":[180,197],"edges":[182],"spatial":[184,194],"interrelations":[185],"cell-clusters.":[188],"Thus,":[189],"across":[198],"tissue.":[200],"This":[201,263],"presents":[203],"methodology":[205],"generation":[208],"along":[209],"theoretical":[212],"framework":[213],"experimental":[215],"demonstrations.":[216],"It":[217],"also":[218,265,309],"introduces":[219],"definitions":[221],"different":[223],"sets":[224],"features.":[228],"\r\nThe":[229],"experiments":[230,267,317],"clinical":[232],"data":[233],"demonstrate":[234,273,318],"able":[240],"distinguish":[242],"brain":[245,249,284,296,332],"non-cancerous":[248],"(from":[251],"healthy":[253],"benign":[257],"inflammatory":[258],"process)":[259],"extends":[266],"structured":[269],"breast":[270,334],"not":[279,289],"limited":[280],"unstructured":[283],"tissues.":[285,314],"results":[287],"are":[288],"as":[290,292],"accurate":[291],"case":[294],"diagnosis,":[298],"leading":[299],"necessity":[302],"customizing":[304],"consider":[310],"structure":[312],"Nevertheless,":[315],"significantly":[322],"improves":[323],"power":[326],"existing":[328],"for":[330],"both":[331],"diagnosis.":[336]},"counts_by_year":[],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2016-06-24T00:00:00"}
