{"id":"https://openalex.org/W113881744","doi":"https://doi.org/10.3233/978-1-60750-073-5-341","title":"Processing of Large-Scale Biomedical Images on a Cluster of Multicore CPUs and GPUs","display_name":"Processing of Large-Scale Biomedical Images on a Cluster of Multicore CPUs and GPUs","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W113881744","doi":"https://doi.org/10.3233/978-1-60750-073-5-341","mag":"113881744"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-60750-073-5-341","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-073-5-341","pdf_url":null,"source":{"id":"https://openalex.org/S4210175178","display_name":"Advances in parallel computing","issn_l":"0927-5452","issn":["0927-5452","1879-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Parallel Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"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/A5026046737","display_name":"\u00dcmit V. \u00c7ataly\u00fcrek","orcid":"https://orcid.org/0000-0002-5625-3758"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Catalyurek Umit V.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088104487","display_name":"Timothy D. R. Hartley","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hartley Timothy D.R.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070685123","display_name":"Olcay Sertel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sertel Olcay","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001884113","display_name":"Manuel Ujald\u00f3n","orcid":"https://orcid.org/0000-0002-4656-6400"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ujaldon Manuel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101634894","display_name":"Antonio Ruiz","orcid":"https://orcid.org/0000-0001-5997-9792"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruiz Antonio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105466808","display_name":"Joel H. Saltz","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saltz Joel","raw_affiliation_strings":["The Ohio State University, Columbus, United States"],"affiliations":[{"raw_affiliation_string":"The Ohio State University, Columbus, United States","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077316017","display_name":"Metin N. G\u00fcrcan","orcid":"https://orcid.org/0000-0002-2421-8229"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gurcan Metin","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5026046737"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05440415,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7943000197410583,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7943000197410583,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.7887171506881714},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6939179301261902},{"id":"https://openalex.org/keywords/gpu-cluster","display_name":"GPU cluster","score":0.6240758299827576},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.613059401512146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6062703728675842},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.49727705121040344},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3911738097667694},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3782796561717987},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.2003067135810852},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12912243604660034},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07620763778686523},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.047347038984298706}],"concepts":[{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.7887171506881714},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6939179301261902},{"id":"https://openalex.org/C2781335571","wikidata":"https://www.wikidata.org/wiki/Q2633544","display_name":"GPU cluster","level":3,"score":0.6240758299827576},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.613059401512146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6062703728675842},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.49727705121040344},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3911738097667694},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3782796561717987},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.2003067135810852},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12912243604660034},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07620763778686523},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.047347038984298706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-60750-073-5-341","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-073-5-341","pdf_url":null,"source":{"id":"https://openalex.org/S4210175178","display_name":"Advances in parallel computing","issn_l":"0927-5452","issn":["0927-5452","1879-808X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Parallel Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3023876411","https://openalex.org/W2163816448","https://openalex.org/W2067768945","https://openalex.org/W123152114","https://openalex.org/W2023938924","https://openalex.org/W113881744","https://openalex.org/W1977498029","https://openalex.org/W1582436825","https://openalex.org/W2027201655","https://openalex.org/W2338347693"],"abstract_inverted_index":{"Today's":[0],"state-of-the-art":[1],"cluster":[2,66,151],"supercomputers":[3],"include":[4],"commodity":[5],"components":[6],"such":[7],"as":[8,107],"multi-core":[9],"CPUs":[10],"and":[11,29,45,75,127],"graphics":[12],"processing":[13,70,92,157],"units.":[14],"Together,":[15],"these":[16,56],"hardware":[17],"devices":[18],"provide":[19],"unprecendented":[20],"levels":[21],"of":[22,26,38,64,85,99,113,155],"performance":[23],"in":[24,36,59],"terms":[25],"raw":[27],"GFLOPS":[28],"GFLOPS/cost.":[30],"High-performance":[31],"computing":[32],"applications":[33,114],"are":[34,78],"always":[35],"search":[37],"lower":[39],"execution":[40],"times,":[41],"greater":[42],"system":[43],"utilization,":[44],"better":[46],"efficiency,":[47],"which":[48,88,105,124],"means":[49],"that":[50],"developers":[51],"will":[52],"need":[53],"to":[54,61,80],"leverage":[55],"disruptive":[57],"technologies":[58],"order":[60],"take":[62],"advantage":[63],"modern":[65,116,148],"computers'":[67],"full":[68],"potential":[69],"power.":[71],"New":[72],"application":[73,104,138],"models":[74,132],"middleware":[76],"systems":[77],"needed":[79],"ease":[81],"the":[82,97,111],"developer's":[83],"task":[84],"writing":[86],"programs":[87],"efficiently":[89],"use":[90],"this":[91],"capability.":[93,158],"Here,":[94],"we":[95,125],"present":[96,120],"implementation":[98],"a":[100,108,134,147],"biomedical":[101],"image":[102],"analysis":[103],"serves":[106],"case-study":[109],"for":[110,115,136],"development":[112],"heterogeneous":[117,149],"supercomputers.":[118],"We":[119],"detailed":[121],"application-specific":[122],"optimizations":[123],"generalize":[126],"combine":[128],"with":[129],"new":[130],"programming":[131],"into":[133],"blueprint":[135],"future":[137],"development.":[139],"Our":[140],"techniques":[141],"show":[142],"good":[143],"success":[144],"executing":[145],"on":[146],"GPU":[150],"providing":[152],"10":[153],"TFLOPS":[154],"peak":[156]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2016-06-24T00:00:00"}
