{"id":"https://openalex.org/W2165699276","doi":"https://doi.org/10.1109/ssiai.2012.6202468","title":"Multiscale AM-FM decompositions with GPU acceleration for diabetic retinopathy screening","display_name":"Multiscale AM-FM decompositions with GPU acceleration for diabetic retinopathy screening","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W2165699276","doi":"https://doi.org/10.1109/ssiai.2012.6202468","mag":"2165699276"},"language":"en","primary_location":{"id":"doi:10.1109/ssiai.2012.6202468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssiai.2012.6202468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Southwest Symposium on Image Analysis and Interpretation","raw_type":"proceedings-article"},"type":"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/A5015799586","display_name":"C\u00e9sar Carranza","orcid":"https://orcid.org/0000-0003-1222-0118"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]},{"id":"https://openalex.org/I65285256","display_name":"Pontificia Universidad Cat\u00f3lica del Per\u00fa","ror":"https://ror.org/00013q465","country_code":"PE","type":"education","lineage":["https://openalex.org/I65285256"]}],"countries":["PE","US"],"is_corresponding":false,"raw_author_name":"Cesar Carranza","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of New Mexico, Albuquerque, NM, USA","Secci\u00f3n Electricidad y Electr\u00f3nica, Pontificia Universidad Cat\u00f3lica del Per\u00fa, Lima, Peru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of New Mexico, Albuquerque, NM, USA","institution_ids":["https://openalex.org/I169521973"]},{"raw_affiliation_string":"Secci\u00f3n Electricidad y Electr\u00f3nica, Pontificia Universidad Cat\u00f3lica del Per\u00fa, Lima, Peru","institution_ids":["https://openalex.org/I65285256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055403028","display_name":"V\u00edctor Murray","orcid":"https://orcid.org/0000-0002-6000-3380"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor Murray","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of New Mexico, Albuquerque, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of New Mexico, Albuquerque, NM, USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114377331","display_name":"Marios S. Pattichis","orcid":"https://orcid.org/0000-0002-1574-1827"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marios Pattichis","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of New Mexico, Albuquerque, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of New Mexico, Albuquerque, NM, USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110253366","display_name":"E Simon Barriga","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115864","display_name":"VisionQuest Biomedical (United States)","ror":"https://ror.org/028a3y923","country_code":"US","type":"company","lineage":["https://openalex.org/I4210115864"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Simon Barriga","raw_affiliation_strings":["VisionQuest Biomedical, LLC., Albuquerque, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VisionQuest Biomedical, LLC., Albuquerque, NM, USA","institution_ids":["https://openalex.org/I4210115864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7691,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.7591585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9921000003814697,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.828812837600708},{"id":"https://openalex.org/keywords/cuda","display_name":"CUDA","score":0.7980352640151978},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.704100489616394},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.5412776470184326},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5365000367164612},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4815514385700226},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.47437363862991333},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.45744770765304565},{"id":"https://openalex.org/keywords/frequency-modulation","display_name":"Frequency modulation","score":0.4291120767593384},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.37780922651290894},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.25610584020614624},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.14687982201576233},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08644050359725952}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.828812837600708},{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.7980352640151978},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.704100489616394},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.5412776470184326},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5365000367164612},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4815514385700226},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.47437363862991333},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.45744770765304565},{"id":"https://openalex.org/C11930861","wikidata":"https://www.wikidata.org/wiki/Q181417","display_name":"Frequency modulation","level":3,"score":0.4291120767593384},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.37780922651290894},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.25610584020614624},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.14687982201576233},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08644050359725952},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssiai.2012.6202468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssiai.2012.6202468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Southwest Symposium on Image Analysis and Interpretation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6899999976158142,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337350","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2035550040","https://openalex.org/W2088714123","https://openalex.org/W2091217484","https://openalex.org/W2098547420","https://openalex.org/W2109178466","https://openalex.org/W2134263426","https://openalex.org/W2148009915","https://openalex.org/W2148414385","https://openalex.org/W2148989106","https://openalex.org/W2161907987","https://openalex.org/W6683579807"],"related_works":["https://openalex.org/W3062287","https://openalex.org/W2380390332","https://openalex.org/W1523051377","https://openalex.org/W1523671588","https://openalex.org/W3189307731","https://openalex.org/W2949962288","https://openalex.org/W2364686214","https://openalex.org/W1428699136","https://openalex.org/W1998560227","https://openalex.org/W2568266861"],"abstract_inverted_index":{"A":[0],"Computer":[1],"Aided":[2],"Diagnosis":[3],"system":[4,30],"based":[5],"on":[6],"multiscale":[7,57],"amplitude-modulation":[8],"frequency-modulation":[9],"(AM-FM)":[10],"methods":[11],"has":[12],"been":[13],"recently":[14],"developed":[15],"for":[16],"discriminating":[17],"between":[18],"normal":[19],"and":[20,37,88],"pathological":[21],"retinal":[22],"images.":[23],"The":[24],"original":[25],"Matlab":[26],"implementation":[27,54],"of":[28,34,55,76],"this":[29,48],"required":[31],"large":[32],"amounts":[33],"computational":[35],"time":[36,87],"memory":[38,89],"resources":[39],"that":[40],"would":[41],"not":[42],"permit":[43],"real-time":[44],"patient":[45],"consultation.":[46],"In":[47],"manuscript,":[49],"we":[50],"present":[51],"a":[52],"new":[53],"the":[56,77,85],"AM-FM":[58],"decomposition,":[59],"converted":[60],"from":[61],"MATLAB":[62],"code":[63],"into":[64],"C/CUDA":[65],"(Compute":[66],"Unified":[67],"Device":[68],"Architecture)":[69],"code,":[70],"in":[71],"order":[72],"to":[73,82],"take":[74],"advantage":[75],"graphics":[78],"processing":[79],"units":[80],"(GPU)":[81],"significantly":[83],"reduce":[84],"running":[86],"resources.":[90]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
