{"id":"https://openalex.org/W2108280618","doi":"https://doi.org/10.1109/isbi.2010.5490238","title":"Evaluation of effects of JPEG2000 compression on a computer-aided detection system for prostate cancer on digitized histopathology","display_name":"Evaluation of effects of JPEG2000 compression on a computer-aided detection system for prostate cancer on digitized histopathology","publication_year":2010,"publication_date":"2010-04-01","ids":{"openalex":"https://openalex.org/W2108280618","doi":"https://doi.org/10.1109/isbi.2010.5490238","mag":"2108280618"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2010.5490238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2010.5490238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},"type":"conference-paper","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/A5054230830","display_name":"Scott Doyle","orcid":null},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Doyle","raw_affiliation_strings":["Dept. of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086084312","display_name":"James Monaco","orcid":"https://orcid.org/0000-0002-6721-4711"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Monaco","raw_affiliation_strings":["Dept. of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027642699","display_name":"Anant Madabhushi","orcid":"https://orcid.org/0000-0002-5741-0399"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anant Madabhushi","raw_affiliation_strings":["Dept. of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Biomedical Engineering, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069939725","display_name":"Stefan Lindholm","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefan Lindholm","raw_affiliation_strings":["Siemens Corporate Research, Princeton, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Corporate Research, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087545747","display_name":"Patric Ljung","orcid":"https://orcid.org/0000-0002-9288-5322"},"institutions":[{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patric Ljung","raw_affiliation_strings":["Siemens Corporate Research, Princeton, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Corporate Research, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027122303","display_name":"Lance Ladic","orcid":"https://orcid.org/0000-0002-8900-2701"},"institutions":[{"id":"https://openalex.org/I4210137693","display_name":"Siemens (United States)","ror":"https://ror.org/04axb7e79","country_code":"US","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210137693"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lance Ladic","raw_affiliation_strings":["Siemens Corporate Research, Princeton, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Corporate Research, Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210137693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109972990","display_name":"John Tomaszewski","orcid":null},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Tomaszewski","raw_affiliation_strings":["Dept. of Surgical Pathology, University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Surgical Pathology, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028140714","display_name":"Michael D. Feldman","orcid":"https://orcid.org/0000-0002-6661-4940"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Feldman","raw_affiliation_strings":["Dept. of Surgical Pathology, University of Pennsylvania, Philadelphia, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Surgical Pathology, University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8174,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.72572361,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1313","last_page":"1316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9979000091552734,"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":0.9979000091552734,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9912999868392944,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9517999887466431,"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/computer-science","display_name":"Computer science","score":0.7432926893234253},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.5787178874015808},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5298967957496643},{"id":"https://openalex.org/keywords/jpeg-2000","display_name":"JPEG 2000","score":0.505549430847168},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5008037090301514},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4600484371185303},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4353092610836029},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.4063076972961426},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36827924847602844},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3599352240562439},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3351600170135498},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1494140326976776}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7432926893234253},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.5787178874015808},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5298967957496643},{"id":"https://openalex.org/C69216139","wikidata":"https://www.wikidata.org/wiki/Q931783","display_name":"JPEG 2000","level":5,"score":0.505549430847168},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5008037090301514},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4600484371185303},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4353092610836029},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.4063076972961426},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36827924847602844},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3599352240562439},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3351600170135498},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1494140326976776},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2010.5490238","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2010.5490238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6499999761581421,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1603593764","https://openalex.org/W2003817884","https://openalex.org/W2013356100","https://openalex.org/W2037188857","https://openalex.org/W2109728380","https://openalex.org/W2127805497","https://openalex.org/W2149824672","https://openalex.org/W4285719527","https://openalex.org/W6651323596"],"related_works":["https://openalex.org/W2390873329","https://openalex.org/W2151403598","https://openalex.org/W2385039112","https://openalex.org/W2137460601","https://openalex.org/W2354616978","https://openalex.org/W2357744830","https://openalex.org/W2006865992","https://openalex.org/W2375053416","https://openalex.org/W2387270800","https://openalex.org/W2375227896"],"abstract_inverted_index":{"A":[0,102],"single":[1],"digital":[2],"pathology":[3],"image":[4,23],"can":[5],"occupy":[6],"over":[7,142],"10":[8],"gigabytes":[9],"of":[10,28,51,56,63,88,99],"hard":[11],"disk":[12],"space,":[13],"rendering":[14],"it":[15],"difficult":[16],"to":[17,60,113,117,171,195],"store,":[18],"analyze,":[19],"and":[20,94,189],"transmit.":[21],"Though":[22],"compression":[24,52,149,168],"provides":[25],"a":[26,57,83,97,106,135,191],"means":[27],"reducing":[29],"the":[30,49,54,64,78,119,157,159,186],"storage":[31],"requirement,":[32],"its":[33],"effects":[34],"on":[35,53],"CAD":[36,58,71,140],"(and":[37],"pathologist)":[38],"performance":[39,141,154,176],"are":[40,80,129],"not":[41],"yet":[42],"clear.":[43],"In":[44],"this":[45,174],"work":[46],"we":[47],"assess":[48],"impact":[50],"ability":[55],"system":[59],"detect":[61],"carcinoma":[62],"prostate":[65],"(CaP)":[66],"in":[67,77],"histological":[68],"sections.":[69],"The":[70,86],"algorithm":[72],"proceeds":[73],"as":[74,194],"follows:":[75],"Glands":[76],"tissue":[79],"segmented":[81],"using":[82,96,134,151,156],"region-growing":[84],"algorithm.":[85,137],"size":[87],"each":[89],"gland":[90],"is":[91,111],"then":[92],"extracted":[93],"modeled":[95],"mixture":[98],"Gamma":[100],"distributions.":[101],"Markov":[103,109],"prior":[104],"(specifically,":[105],"probabilistic":[107],"pairwise":[108],"model)":[110],"employed":[112],"encourage":[114],"nearby":[115],"glands":[116,128],"share":[118],"same":[120],"class":[121],"(i.e.":[122],"cancerous":[123,127],"or":[124],"non-cancerous).":[125],"Finally,":[126],"aggregated":[130],"into":[131],"continuous":[132],"regions":[133],"distance-hull":[136],"We":[138,179],"evaluate":[139],"12":[143],"images":[144,188],"compressed":[145,187],"at":[146],"14":[147],"different":[148],"ratios":[150,169],"JPEG2000.":[152],"Algorithm":[153],"(measured":[155],"under":[158],"receiver":[160],"operating":[161],"characteristic":[162],"curves)":[163],"remains":[164],"relatively":[165],"constant":[166],"for":[167],"up":[170],"1:256.":[172],"After":[173],"point":[175],"degrades":[177],"precipitously.":[178],"also":[180],"have":[181],"an":[182],"expert":[183],"pathologist":[184],"view":[185],"assign":[190],"confidence":[192],"measure":[193],"their":[196],"diagnostic":[197],"fidelity.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
