{"id":"https://openalex.org/W2789405203","doi":"https://doi.org/10.1117/12.2293622","title":"Image quality and segmentation","display_name":"Image quality and segmentation","publication_year":2018,"publication_date":"2018-03-13","ids":{"openalex":"https://openalex.org/W2789405203","doi":"https://doi.org/10.1117/12.2293622","mag":"2789405203","pmid":"https://pubmed.ncbi.nlm.nih.gov/30111903"},"language":"en","primary_location":{"id":"doi:10.1117/12.2293622","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2293622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling","raw_type":"proceedings-article"},"type":"conference-paper","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/A5065713856","display_name":"Jayaram K. Udupa","orcid":"https://orcid.org/0000-0002-7361-2927"},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]},{"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":"Jayaram K. Udupa","raw_affiliation_strings":["Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 United States","Univ. of Pennsylvania (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 United States","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Univ. of Pennsylvania (United States)","institution_ids":["https://openalex.org/I36788626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051995955","display_name":"David J. McLaughlin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098931","display_name":"Quantitative BioSciences","ror":"https://ror.org/010brsj79","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210098931"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David   J. McLaughlin","raw_affiliation_strings":["Quantitative Radiology Solutions, 3624 Market St., Suite 5E, Philadelphia PA 19104 United States","Quantitative Radiology Solutions (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quantitative Radiology Solutions, 3624 Market St., Suite 5E, Philadelphia PA 19104 United States","institution_ids":["https://openalex.org/I4210098931"]},{"raw_affiliation_string":"Quantitative Radiology Solutions (United States)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062633858","display_name":"Xingyu Wu","orcid":"https://orcid.org/0000-0001-9289-7115"},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]},{"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":"Xingyu Wu","raw_affiliation_strings":["Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 United States","Univ. of Pennsylvania (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 United States","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Univ. of Pennsylvania (United States)","institution_ids":["https://openalex.org/I36788626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026804587","display_name":"Yubing Tong","orcid":"https://orcid.org/0000-0002-2133-4910"},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]},{"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":"Yubing Tong","raw_affiliation_strings":["Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 United States","Univ. of Pennsylvania (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 United States","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Univ. of Pennsylvania (United States)","institution_ids":["https://openalex.org/I36788626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067536094","display_name":"Charles B. Simone","orcid":"https://orcid.org/0000-0002-0867-3694"},"institutions":[{"id":"https://openalex.org/I116545467","display_name":"University of Mary","ror":"https://ror.org/055f0jp24","country_code":"US","type":"education","lineage":["https://openalex.org/I116545467"]},{"id":"https://openalex.org/I126744593","display_name":"University of Maryland, Baltimore","ror":"https://ror.org/04rq5mt64","country_code":"US","type":"education","lineage":["https://openalex.org/I126744593"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles  B. Simone","raw_affiliation_strings":["Department of Radiation Oncology, Maryland Proton Treatment Center, University of Maryland School of Medicine, 850 W. Baltimore St., Baltimore, MD 21201 United States","Univ. of Maryland School of Medicine (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Maryland Proton Treatment Center, University of Maryland School of Medicine, 850 W. Baltimore St., Baltimore, MD 21201 United States","institution_ids":["https://openalex.org/I126744593"]},{"raw_affiliation_string":"Univ. of Maryland School of Medicine (United States)","institution_ids":["https://openalex.org/I116545467","https://openalex.org/I126744593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024350922","display_name":"Joseph Camaratta","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098931","display_name":"Quantitative BioSciences","ror":"https://ror.org/010brsj79","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210098931"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Camaratta","raw_affiliation_strings":["Quantitative Radiology Solutions, 3624 Market St., Suite 5E, Philadelphia PA 19104 United States","Quantitative Radiology Solutions (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quantitative Radiology Solutions, 3624 Market St., Suite 5E, Philadelphia PA 19104 United States","institution_ids":["https://openalex.org/I4210098931"]},{"raw_affiliation_string":"Quantitative Radiology Solutions (United States)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080030813","display_name":"Drew A. Torigian","orcid":"https://orcid.org/0000-0001-8999-9735"},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]},{"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":"Drew  A. Torigian","raw_affiliation_strings":["Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 United States","Univ. of Pennsylvania (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 United States","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Univ. of Pennsylvania (United States)","institution_ids":["https://openalex.org/I36788626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015838477","display_name":"Gargi Pednekar","orcid":"https://orcid.org/0000-0002-4734-9598"},"institutions":[{"id":"https://openalex.org/I4210098931","display_name":"Quantitative BioSciences","ror":"https://ror.org/010brsj79","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210098931"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gargi V. Pednekar","raw_affiliation_strings":["Quantitative Radiology Solutions, 3624 Market St., Suite 5E, Philadelphia PA 19104 United States","Quantitative Radiology Solutions (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Quantitative Radiology Solutions, 3624 Market St., Suite 5E, Philadelphia PA 19104 United States","institution_ids":["https://openalex.org/I4210098931"]},{"raw_affiliation_string":"Quantitative Radiology Solutions (United States)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"117","issue":null,"first_page":"85","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9995999932289124,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9995999932289124,"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/T10862","display_name":"AI in cancer detection","score":0.9987000226974487,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9983999729156494,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7787911891937256},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6914633512496948},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6840490698814392},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6584948897361755},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.6550903916358948},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.6166707277297974},{"id":"https://openalex.org/keywords/streak","display_name":"Streak","score":0.603212833404541},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5817382335662842},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5187175869941711},{"id":"https://openalex.org/keywords/quality-score","display_name":"Quality Score","score":0.5145353674888611},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.49784350395202637},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.480421781539917},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.47687846422195435},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2850031852722168},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.12488153576850891}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7787911891937256},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6914633512496948},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6840490698814392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6584948897361755},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.6550903916358948},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.6166707277297974},{"id":"https://openalex.org/C65185188","wikidata":"https://www.wikidata.org/wiki/Q107775","display_name":"Streak","level":2,"score":0.603212833404541},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5817382335662842},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5187175869941711},{"id":"https://openalex.org/C2779346075","wikidata":"https://www.wikidata.org/wiki/Q7268763","display_name":"Quality Score","level":3,"score":0.5145353674888611},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.49784350395202637},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.480421781539917},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.47687846422195435},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2850031852722168},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.12488153576850891},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1117/12.2293622","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2293622","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling","raw_type":"proceedings-article"},{"id":"pmid:30111903","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30111903","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":"Proceedings of SPIE--the International Society for Optical Engineering","raw_type":null},{"id":"pmh:oai:europepmc.org:5036964","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6089256","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G1387866902","display_name":null,"funder_award_id":"R41 CA199735","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G3325914055","display_name":null,"funder_award_id":"R42 CA199735","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1964162596","https://openalex.org/W2108503957","https://openalex.org/W2112884386","https://openalex.org/W2758953881","https://openalex.org/W2760132294","https://openalex.org/W2790533863","https://openalex.org/W6744780909"],"related_works":["https://openalex.org/W1669643531","https://openalex.org/W2549936415","https://openalex.org/W1967061043","https://openalex.org/W2384989255","https://openalex.org/W2566648451","https://openalex.org/W2026019026","https://openalex.org/W1982826852","https://openalex.org/W2517104666","https://openalex.org/W134976887","https://openalex.org/W2019566805"],"abstract_inverted_index":{"Algorithms":[0],"for":[1,100,113,122],"image":[2,19,22,73,127,137],"segmentation":[3,31,67],"(including":[4],"object":[5,15,85,89,99,124,135],"recognition":[6,154,178],"and":[7,20,69,88,125,136,141,150,155,173,179,193],"delineation)":[8],"are":[9],"influenced":[10],"by":[11,148],"the":[12,18,25,45,175],"quality":[13,38,63,120,130,138],"of":[14,27,36,61,83,157,165,177,181],"appearance":[16],"in":[17,44,103,144],"overall":[21],"quality.":[23],"However,":[24],"issue":[26],"how":[28],"to":[29,54,97,117],"perform":[30],"evaluation":[32],"as":[33],"a":[34,52,59,95,115],"function":[35],"these":[37,134],"factors":[39],"has":[40],"not":[41],"been":[42],"addressed":[43],"literature.":[46],"In":[47],"this":[48,55],"paper,":[49],"we":[50],"present":[51],"solution":[53],"problem.":[56],"We":[57,106,132,152,184],"devised":[58],"set":[60],"key":[62],"criteria":[64],"that":[65],"influence":[66],"(global":[68],"regional):":[70],"posture":[71],"deviations,":[72],"noise,":[74],"beam":[75],"hardening":[76],"artifacts":[77],"(streak":[78],"artifacts),":[79],"shape":[80],"distortion,":[81],"presence":[82],"pathology,":[84],"intensity":[86],"deviation,":[87],"contrast.":[90],"A":[91],"trained":[92],"reader":[93],"assigned":[94],"grade":[96],"each":[98,101,104,123,126,182],"criterion":[102],"study.":[105],"developed":[107],"algorithms":[108],"based":[109],"on":[110,188],"logical":[111],"predicates":[112],"determining":[114],"1":[116],"10":[118],"numeric":[119],"score":[121],"from":[128],"reader-assigned":[129],"grades.":[131],"analyzed":[133,174],"scores":[139],"(OQS":[140],"IQS,":[142],"respectively)":[143],"our":[145,166,186],"data":[146],"cohort":[147],"gender":[149],"age.":[151],"performed":[153],"delineation":[156,180],"all":[158],"objects":[159],"using":[160],"recent":[161],"adaptations":[162],"[8,":[163],"9]":[164],"Automatic":[167],"Anatomy":[168],"Recognition":[169],"(AAR)":[170],"framework":[171],"[6]":[172],"accuracy":[176],"object.":[183],"illustrate":[185],"method":[187],"216":[189],"head":[190],"&":[191],"neck":[192],"211":[194],"thoracic":[195],"cancer":[196],"computed":[197],"tomography":[198],"(CT)":[199],"studies.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2018-03-29T00:00:00"}