{"id":"https://openalex.org/W2591851265","doi":"https://doi.org/10.1117/12.2255848","title":"Effective user guidance in online interactive semantic segmentation","display_name":"Effective user guidance in online interactive semantic segmentation","publication_year":2017,"publication_date":"2017-03-03","ids":{"openalex":"https://openalex.org/W2591851265","doi":"https://doi.org/10.1117/12.2255848","mag":"2591851265"},"language":"en","primary_location":{"id":"doi:10.1117/12.2255848","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2255848","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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/A5101699990","display_name":"Jens Petersen","orcid":"https://orcid.org/0000-0003-0138-0693"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jens Petersen","raw_affiliation_strings":["Heidelberg Univ. Hospital (Germany)","German Cancer Research Ctr. (Germany)"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. Hospital (Germany)","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"German Cancer Research Ctr. (Germany)","institution_ids":["https://openalex.org/I17937529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019876508","display_name":"Martin Bendszus","orcid":"https://orcid.org/0000-0002-9094-6769"},"institutions":[{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Bendszus","raw_affiliation_strings":["Heidelberg Univ. Hospital (Germany)"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. Hospital (Germany)","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078003238","display_name":"J\u00fcrgen Debus","orcid":"https://orcid.org/0000-0002-6411-4811"},"institutions":[{"id":"https://openalex.org/I4210100820","display_name":"Heidelberger Institut f\u00fcr Radioonkologie","ror":"https://ror.org/015wgw417","country_code":"DE","type":"other","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I2802164966","https://openalex.org/I4210100820"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Debus","raw_affiliation_strings":["Heidelberg Univ. Hospital (Germany)","Heidelberg Institute of Radiation Oncology (Germany)","Heidelberg Ion-Beam Therapy Ctr. (Germany)"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. Hospital (Germany)","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Heidelberg Institute of Radiation Oncology (Germany)","institution_ids":["https://openalex.org/I4210100820"]},{"raw_affiliation_string":"Heidelberg Ion-Beam Therapy Ctr. (Germany)","institution_ids":["https://openalex.org/I4210100820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079482117","display_name":"Sabine Heiland","orcid":"https://orcid.org/0000-0002-2796-3451"},"institutions":[{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sabine Heiland","raw_affiliation_strings":["Heidelberg Univ. Hospital (Germany)"],"affiliations":[{"raw_affiliation_string":"Heidelberg Univ. Hospital (Germany)","institution_ids":["https://openalex.org/I2802164966","https://openalex.org/I223822909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027292126","display_name":"Klaus Maier\u2010Hein","orcid":"https://orcid.org/0000-0002-6626-2463"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus H. Maier-Hein","raw_affiliation_strings":["German Cancer Research Ctr.  (Germany)","German Cancer Research Ctr. (Germany)"],"affiliations":[{"raw_affiliation_string":"German Cancer Research Ctr.  (Germany)","institution_ids":["https://openalex.org/I17937529"]},{"raw_affiliation_string":"German Cancer Research Ctr. (Germany)","institution_ids":["https://openalex.org/I17937529"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101699990"],"corresponding_institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909","https://openalex.org/I2802164966"],"apc_list":null,"apc_paid":null,"fwci":0.2083,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54465811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10134","issue":null,"first_page":"101341V","last_page":"101341V"},"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":0.9986000061035156,"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":0.9986000061035156,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9979000091552734,"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":0.8794910311698914},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8537836074829102},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.6470589637756348},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.6292065382003784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6242252588272095},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5827211141586304},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.393699586391449},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3609973192214966},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34550631046295166}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8794910311698914},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8537836074829102},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.6470589637756348},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.6292065382003784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6242252588272095},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5827211141586304},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.393699586391449},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3609973192214966},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34550631046295166},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2255848","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2255848","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1162227652","https://openalex.org/W1495267108","https://openalex.org/W1524094261","https://openalex.org/W1641498739","https://openalex.org/W1884191083","https://openalex.org/W1901129140","https://openalex.org/W1907845728","https://openalex.org/W1971254795","https://openalex.org/W1980097377","https://openalex.org/W1987869189","https://openalex.org/W1987983010","https://openalex.org/W2026616100","https://openalex.org/W2104095591","https://openalex.org/W2123498585","https://openalex.org/W2125637308","https://openalex.org/W2140704845","https://openalex.org/W2160041854","https://openalex.org/W2167388493","https://openalex.org/W2301358467","https://openalex.org/W2310992461","https://openalex.org/W2345010043","https://openalex.org/W2395611524","https://openalex.org/W2396622801","https://openalex.org/W2412782625","https://openalex.org/W2526812697","https://openalex.org/W2533218643","https://openalex.org/W2559597482","https://openalex.org/W2903158431","https://openalex.org/W2911964244","https://openalex.org/W2998768810","https://openalex.org/W4205110562","https://openalex.org/W6629474557","https://openalex.org/W6631380489","https://openalex.org/W6639824700","https://openalex.org/W6639911550","https://openalex.org/W6640054144","https://openalex.org/W6643016985","https://openalex.org/W6676947156","https://openalex.org/W6683433606","https://openalex.org/W6684374453","https://openalex.org/W6711915973","https://openalex.org/W6715287400","https://openalex.org/W6725109530","https://openalex.org/W6727692782","https://openalex.org/W6729370152","https://openalex.org/W6730586683","https://openalex.org/W6756615331","https://openalex.org/W7075577082"],"related_works":["https://openalex.org/W3104750253","https://openalex.org/W3021239166","https://openalex.org/W2475857072","https://openalex.org/W4366341510","https://openalex.org/W2390936256","https://openalex.org/W2483429559","https://openalex.org/W2016385589","https://openalex.org/W2009559548","https://openalex.org/W2906397153","https://openalex.org/W1522196789"],"abstract_inverted_index":{"With":[0],"the":[1,13,25,87,92,109,126,131,187,212],"recent":[2],"success":[3],"of":[4,15,24,91,139,214],"machine":[5],"learning":[6],"based":[7],"solutions":[8],"for":[9,19,66,181,211],"automatic":[10],"image":[11,17,30],"parsing,":[12],"availability":[14],"reference":[16],"annotations":[18,175],"algorithm":[20],"training":[21],"is":[22,96],"one":[23],"major":[26],"bottlenecks":[27],"in":[28,35,44,77,111,137,164,177],"medical":[29],"segmentation.":[31],"We":[32],"are":[33],"interested":[34],"interactive":[36,216],"semantic":[37],"segmentation":[38,59,81,94,107,217],"methods":[39],"that":[40,85,115],"can":[41,53,117],"be":[42,54],"used":[43,55],"an":[45,63],"online":[46],"fashion":[47],"to":[48,56,102,108,124,128,172],"generate":[49],"expert":[50],"segmentations.":[51],"These":[52,206],"train":[57],"automated":[58],"techniques":[60],"or,":[61],"from":[62],"application":[64],"perspective,":[65],"quick":[67],"and":[68,105,147,197,219],"accurate":[69],"tumor":[70,183,189],"progression":[71],"monitoring.":[72],"Using":[73],"simulated":[74],"user":[75,88,110,127,220],"interactions":[76],"a":[78,113,165],"MRI":[79],"glioblastoma":[80],"task,":[82],"we":[83],"show":[84],"if":[86],"possesses":[89],"knowledge":[90],"correct":[93],"it":[95],"significantly":[97],"(<i>p</i>":[98,167],"&le;":[99,168],"0.009)":[100],"better":[101],"present":[103],"data":[104],"current":[106],"such":[112,185],"manner":[114],"they":[116],"easily":[118],"identify":[119],"falsely":[120,178],"classified":[121,179],"regions":[122,129,180,184],"compared":[123,171],"guiding":[125],"where":[130],"classifier":[132],"exhibits":[133],"high":[134],"uncertainty,":[135],"resulting":[136],"differences":[138],"mean":[140],"Dice":[141,192,201],"scores":[142],"between":[143],"+0.070":[144],"(Whole":[145],"tumor)":[146],"+0.136":[148],"(Tumor":[149],"Core)":[150],"after":[151,194,203],"20":[152,195,204],"iterations.":[153],"The":[154],"annotation":[155],"process":[156],"should":[157],"cover":[158],"all":[159],"classes":[160],"equally,":[161],"which":[162],"results":[163],"significant":[166],"0.002)":[169],"improvement":[170],"completely":[173],"random":[174],"anywhere":[176],"small":[182],"as":[186],"necrotic":[188],"core":[190],"(mean":[191,200],"+0.151":[193],"it.)":[196],"non-enhancing":[198],"abnormalities":[199],"+0.069":[202],"it.).":[205],"findings":[207],"provide":[208],"important":[209],"insights":[210],"development":[213],"efficient":[215],"systems":[218],"interfaces.":[221]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
