{"id":"https://openalex.org/W1978494608","doi":"https://doi.org/10.1117/12.428041","title":"<title>Medical image segmentation using high-performance computer clusters</title>","display_name":"<title>Medical image segmentation using high-performance computer clusters</title>","publication_year":2001,"publication_date":"2001-05-28","ids":{"openalex":"https://openalex.org/W1978494608","doi":"https://doi.org/10.1117/12.428041","mag":"1978494608"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.428041","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","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/A5072793922","display_name":"Rub\u00e9n C\u00e1rdenes-Almeida","orcid":null},"institutions":[{"id":"https://openalex.org/I119635470","display_name":"Universidad de Las Palmas de Gran Canaria","ror":"https://ror.org/01teme464","country_code":"ES","type":"education","lineage":["https://openalex.org/I119635470"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ruben Cardenes-Almeida","raw_affiliation_strings":["Univ. de Las Palmas de Gran Canaria (Spain)"],"affiliations":[{"raw_affiliation_string":"Univ. de Las Palmas de Gran Canaria (Spain)","institution_ids":["https://openalex.org/I119635470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058061897","display_name":"Juan Ruiz\u2010Alzola","orcid":"https://orcid.org/0000-0002-3545-2328"},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan Ruiz-Alzola","raw_affiliation_strings":["Univ. de Las Palmas de Gran Canaria and Brigham & Women's Hospital/Harvard Medical School (United States)"],"affiliations":[{"raw_affiliation_string":"Univ. de Las Palmas de Gran Canaria and Brigham & Women's Hospital/Harvard Medical School (United States)","institution_ids":["https://openalex.org/I1283280774"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012263767","display_name":"Ron Kikinis","orcid":"https://orcid.org/0000-0001-7227-7058"},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ron Kikinis","raw_affiliation_strings":["Brigham & Women's Hospital Harvard Medical School, United States"],"affiliations":[{"raw_affiliation_string":"Brigham & Women's Hospital Harvard Medical School, United States","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054913205","display_name":"Simon K. Warfield","orcid":"https://orcid.org/0000-0002-7659-3880"},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Simon K. Warfield","raw_affiliation_strings":["Brigham & Women's Hospital Harvard Medical School, United States"],"affiliations":[{"raw_affiliation_string":"Brigham & Women's Hospital Harvard Medical School, United States","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":59,"max":66},"biblio":{"volume":"4319","issue":null,"first_page":"88","last_page":"96"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Image Segmentation Techniques","score":0.9607,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10052","display_name":"Image Segmentation Techniques","score":0.9607,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10862","display_name":"Deep Learning in Medical Image Analysis","score":0.9352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.6766946},{"id":"https://openalex.org/keywords/mri-segmentation","display_name":"MRI Segmentation","score":0.606838},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image Segmentation","score":0.579912},{"id":"https://openalex.org/keywords/medical-image-analysis","display_name":"Medical Image Analysis","score":0.533095},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.47266516},{"id":"https://openalex.org/keywords/message-passing-interface","display_name":"Message Passing Interface","score":0.44028455},{"id":"https://openalex.org/keywords/computer-cluster","display_name":"Computer cluster","score":0.4247678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8212545},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.6766946},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.60717195},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.57446843},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5576425},{"id":"https://openalex.org/C4822641","wikidata":"https://www.wikidata.org/wiki/Q846651","display_name":"Multiprocessing","level":2,"score":0.5003898},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.47266516},{"id":"https://openalex.org/C166782233","wikidata":"https://www.wikidata.org/wiki/Q127879","display_name":"Message Passing Interface","level":3,"score":0.44028455},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4288264},{"id":"https://openalex.org/C29140674","wikidata":"https://www.wikidata.org/wiki/Q206637","display_name":"Computer cluster","level":2,"score":0.4247678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36856326},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32892448},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24221876},{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.20454684},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.428041","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4200215346","https://openalex.org/W2946663742","https://openalex.org/W2810640469","https://openalex.org/W2544617286","https://openalex.org/W2386639571","https://openalex.org/W2283988127","https://openalex.org/W2148915962","https://openalex.org/W2133532705","https://openalex.org/W1965823128","https://openalex.org/W167642828"],"abstract_inverted_index":{"A":[0],"statistical":[1],"classification":[2],"algorithm,":[3],"for":[4],"MRI":[5],"segmentation,":[6],"based":[7],"on":[8],"the":[9,25,44,77,87,108,114],"k":[10],"Nearest":[11],"Neighbor":[12],"rule":[13],"(kNN)":[14],"has":[15],"been":[16],"implemented":[17],"with":[18],"Message":[19],"Passing":[20],"Interface":[21],"(MPI)":[22],"by":[23],"partitioning":[24],"dataset":[26,100],"into":[27],"similar":[28],"sized":[29],"subvolumes":[30],"and":[31,52,54,65,79,111],"delivering":[32],"each":[33],"part":[34],"to":[35,117],"one":[36],"processor":[37],"inside":[38],"a":[39,59,66,72,81,94],"cluster.":[40,89],"We":[41,90],"have":[42],"tested":[43],"algorithm":[45],"in":[46,75,86,101,107,123],"two":[47,62,105],"different":[48,56],"CPU":[49],"architectures":[50],"(SPARC":[51],"Intel)":[53],"four":[55],"configurations":[57],"including":[58],"Beowulf":[60],"cluster,":[61],"Sun":[63],"clusters":[64],"symmetric":[67],"multiprocessor.":[68],"The":[69],"experiments":[70],"provide":[71],"good":[73,83],"speedup":[74],"all":[76],"cases":[78,110],"show":[80],"very":[82],"performance/price":[84],"ratio":[85],"PC-Linux":[88],"present":[91],"results":[92],"using":[93],"three":[95],"channel,":[96],"high":[97],"resolution":[98],"original":[99],"times":[102],"less":[103],"than":[104],"minutes":[106],"best":[109],"we":[112],"use":[113],"segmented":[115],"maps":[116],"make":[118],"clinically":[119],"relevant":[120],"3D":[121],"visualizations":[122],"interactive":[124],"times.":[125]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1978494608","counts_by_year":[],"updated_date":"2024-10-13T15:05:15.988368","created_date":"2016-06-24"}
