{"id":"https://openalex.org/W2622458132","doi":"https://doi.org/10.1109/tmi.2017.2714640","title":"Lossless Compression of Medical Images Using 3-D Predictors","display_name":"Lossless Compression of Medical Images Using 3-D Predictors","publication_year":2017,"publication_date":"2017-06-09","ids":{"openalex":"https://openalex.org/W2622458132","doi":"https://doi.org/10.1109/tmi.2017.2714640","mag":"2622458132","pmid":"https://pubmed.ncbi.nlm.nih.gov/28613165"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2017.2714640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2714640","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5075799156","display_name":"Lu\u00eds F. R. Lucas","orcid":"https://orcid.org/0000-0001-7050-6523"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Luis F. R. Lucas","raw_affiliation_strings":["Instituto de Telecomunica\u00e7\u00f5es, Leiria, Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Leiria, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086286704","display_name":"Nuno M. M. Rodrigues","orcid":"https://orcid.org/0000-0001-9536-1017"},"institutions":[{"id":"https://openalex.org/I169427155","display_name":"Instituto Polit\u00e9cnico de Leiria","ror":"https://ror.org/010dvvh94","country_code":"PT","type":"education","lineage":["https://openalex.org/I169427155"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Nuno M. M. Rodrigues","raw_affiliation_strings":["ESTG, Instituto Polit\u00e9cnico de Leiria, Leiria, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Leiria, Portugal"],"affiliations":[{"raw_affiliation_string":"ESTG, Instituto Polit\u00e9cnico de Leiria, Leiria, Portugal","institution_ids":["https://openalex.org/I169427155"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Leiria, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059180287","display_name":"Lu\u00eds A. da Silva Cruz","orcid":"https://orcid.org/0000-0003-1141-4404"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]},{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis A. da Silva Cruz","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, Universidade de Coimbra, Coimbra, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Coimbra, Portugal"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, Universidade de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Coimbra, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016506001","display_name":"S\u00e9rgio M. M. de Faria","orcid":"https://orcid.org/0000-0002-0993-9124"},"institutions":[{"id":"https://openalex.org/I169427155","display_name":"Instituto Polit\u00e9cnico de Leiria","ror":"https://ror.org/010dvvh94","country_code":"PT","type":"education","lineage":["https://openalex.org/I169427155"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Sergio M. M. de Faria","raw_affiliation_strings":["ESTG, Instituto Polit\u00e9cnico de Leiria, Leiria, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Leiria, Portugal"],"affiliations":[{"raw_affiliation_string":"ESTG, Instituto Polit\u00e9cnico de Leiria, Leiria, Portugal","institution_ids":["https://openalex.org/I169427155"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Leiria, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075799156"],"corresponding_institution_ids":["https://openalex.org/I4210120471"],"apc_list":null,"apc_paid":null,"fwci":3.5148,"has_fulltext":false,"cited_by_count":95,"citation_normalized_percentile":{"value":0.95815796,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"36","issue":"11","first_page":"2250","last_page":"2260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9998999834060669,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9998999834060669,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.8674300909042358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6932914853096008},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.6662601828575134},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.6380890011787415},{"id":"https://openalex.org/keywords/jpeg-2000","display_name":"JPEG 2000","score":0.6284058690071106},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.5983051061630249},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5778399109840393},{"id":"https://openalex.org/keywords/jpeg","display_name":"JPEG","score":0.5492763519287109},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.5335220694541931},{"id":"https://openalex.org/keywords/lossless-jpeg","display_name":"Lossless JPEG","score":0.51706463098526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4872073531150818},{"id":"https://openalex.org/keywords/data-compression-ratio","display_name":"Data compression ratio","score":0.4802115857601166},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44454360008239746},{"id":"https://openalex.org/keywords/compression-ratio","display_name":"Compression ratio","score":0.4415368437767029},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3604235351085663},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24620738625526428},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20527052879333496},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.07537513971328735}],"concepts":[{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.8674300909042358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6932914853096008},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.6662601828575134},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.6380890011787415},{"id":"https://openalex.org/C69216139","wikidata":"https://www.wikidata.org/wiki/Q931783","display_name":"JPEG 2000","level":5,"score":0.6284058690071106},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.5983051061630249},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5778399109840393},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.5492763519287109},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.5335220694541931},{"id":"https://openalex.org/C8384606","wikidata":"https://www.wikidata.org/wiki/Q2190356","display_name":"Lossless JPEG","level":5,"score":0.51706463098526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4872073531150818},{"id":"https://openalex.org/C94835093","wikidata":"https://www.wikidata.org/wiki/Q3113333","display_name":"Data compression ratio","level":5,"score":0.4802115857601166},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44454360008239746},{"id":"https://openalex.org/C25797200","wikidata":"https://www.wikidata.org/wiki/Q828137","display_name":"Compression ratio","level":3,"score":0.4415368437767029},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3604235351085663},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24620738625526428},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20527052879333496},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07537513971328735},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C511840579","wikidata":"https://www.wikidata.org/wiki/Q12757","display_name":"Internal combustion engine","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2017.2714640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2017.2714640","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:28613165","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28613165","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1492380776","https://openalex.org/W1508702887","https://openalex.org/W1522599866","https://openalex.org/W1575714553","https://openalex.org/W2006404962","https://openalex.org/W2032182503","https://openalex.org/W2067959276","https://openalex.org/W2083927153","https://openalex.org/W2096445898","https://openalex.org/W2099665608","https://openalex.org/W2106339590","https://openalex.org/W2111894935","https://openalex.org/W2118217749","https://openalex.org/W2120089534","https://openalex.org/W2140129192","https://openalex.org/W2140199336","https://openalex.org/W2146395539","https://openalex.org/W2153638435","https://openalex.org/W2154662452","https://openalex.org/W2171033838","https://openalex.org/W2292685811","https://openalex.org/W2296359403","https://openalex.org/W2512534471","https://openalex.org/W2917583897","https://openalex.org/W4235593300","https://openalex.org/W4285719527","https://openalex.org/W6630255583","https://openalex.org/W6676664792","https://openalex.org/W6802388214"],"related_works":["https://openalex.org/W3190486427","https://openalex.org/W4243959093","https://openalex.org/W1998280942","https://openalex.org/W1992410481","https://openalex.org/W1980149576","https://openalex.org/W2441603424","https://openalex.org/W2145138541","https://openalex.org/W2026465795","https://openalex.org/W3137515556","https://openalex.org/W4385625475"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3],"highly":[4],"efficient":[5],"method":[6,59],"for":[7,75,87,102],"lossless":[8,44],"compression":[9,45,51,89],"of":[10,13,33,41,56,63,83,90,93],"volumetric":[11,91],"sets":[12,92],"medical":[14,94],"images,":[15,95],"such":[16],"as":[17,26,116,118],"CTs":[18],"or":[19],"MRIs.":[20],"The":[21,53],"proposed":[22,58],"method,":[23],"referred":[24],"to":[25],"3-D-MRP,":[27],"is":[28,39],"based":[29,121],"on":[30,122],"the":[31,42,49,57,61,81,84,88,123],"principle":[32],"minimum":[34],"rate":[35],"predictors":[36],"(MRPs),":[37],"which":[38],"one":[40],"state-of-the-art":[43],"technologies":[46],"presented":[47],"in":[48],"data":[50],"literature.":[52],"main":[54],"features":[55],"include":[60],"use":[62],"3-D":[64],"predictors,":[65],"3-D-block":[66],"octree":[67],"partitioning":[68],"and":[69,73,100,104,114],"classification,":[70],"volume-based":[71],"optimization,":[72],"support":[74],"16-b-depth":[76],"images.":[77],"Experimental":[78],"results":[79],"demonstrate":[80],"efficiency":[82],"3-D-MRP":[85],"algorithm":[86],"achieving":[96],"gains":[97],"above":[98],"15%":[99],"12%":[101],"8-":[103],"16-bit-depth":[105],"contents,":[106],"respectively,":[107],"when":[108],"compared":[109],"with":[110],"JPEG-LS,":[111],"JPEG2000,":[112],"CALIC,":[113],"HEVC,":[115],"well":[117],"other":[119],"proposals":[120],"MRP":[124],"algorithm.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
