{"id":"https://openalex.org/W4283722125","doi":"https://doi.org/10.1109/i2mtc48687.2022.9806556","title":"An Automated Tool to Assess Air Space Size in Histopathology Images of Lung Tissue","display_name":"An Automated Tool to Assess Air Space Size in Histopathology Images of Lung Tissue","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4283722125","doi":"https://doi.org/10.1109/i2mtc48687.2022.9806556"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc48687.2022.9806556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc48687.2022.9806556","pdf_url":null,"source":{"id":"https://openalex.org/S4363607934","display_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5075469927","display_name":"Diego A Politis","orcid":"https://orcid.org/0000-0002-4637-5583"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Diego Politis","raw_affiliation_strings":["Carleton University,Department of Systems and Computer Engineering,Ottawa,Canada","Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Systems and Computer Engineering,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008906923","display_name":"Sina Salsabili","orcid":"https://orcid.org/0000-0002-9435-3661"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sina Salsabili","raw_affiliation_strings":["Carleton University,Department of Systems and Computer Engineering,Ottawa,Canada","Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Systems and Computer Engineering,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065902805","display_name":"Adrian D. C. Chan","orcid":"https://orcid.org/0000-0002-6072-8402"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adrian D. C. Chan","raw_affiliation_strings":["Carleton University,Department of Systems and Computer Engineering,Ottawa,Canada","Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Systems and Computer Engineering,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075469927"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":0.4158,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.56049343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991000294685364,"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":0.9991000294685364,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9837999939918518,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/segmentation","display_name":"Segmentation","score":0.6462613940238953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6091209650039673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6055086255073547},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.5738736391067505},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.5488772988319397},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49347007274627686},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4790281355381012},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4658411741256714},{"id":"https://openalex.org/keywords/automated-method","display_name":"Automated method","score":0.422295480966568},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23366078734397888},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16920509934425354},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09274232387542725}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6462613940238953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6091209650039673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6055086255073547},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.5738736391067505},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.5488772988319397},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49347007274627686},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4790281355381012},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4658411741256714},{"id":"https://openalex.org/C3019060180","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automated method","level":2,"score":0.422295480966568},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23366078734397888},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16920509934425354},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09274232387542725},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc48687.2022.9806556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc48687.2022.9806556","pdf_url":null,"source":{"id":"https://openalex.org/S4363607934","display_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1552920141","https://openalex.org/W1780521007","https://openalex.org/W1915736523","https://openalex.org/W1963492502","https://openalex.org/W2007657450","https://openalex.org/W2041191931","https://openalex.org/W2047003893","https://openalex.org/W2053176824","https://openalex.org/W2079491617","https://openalex.org/W2100192859","https://openalex.org/W2102782191","https://openalex.org/W2110194547","https://openalex.org/W2116743066","https://openalex.org/W2122105242","https://openalex.org/W2125523951","https://openalex.org/W2129112648","https://openalex.org/W2138059137","https://openalex.org/W2156300693","https://openalex.org/W2158025722","https://openalex.org/W2159759971","https://openalex.org/W2749420033","https://openalex.org/W2985728228","https://openalex.org/W3003607530","https://openalex.org/W3013098034","https://openalex.org/W3133929000","https://openalex.org/W4396781340","https://openalex.org/W6678429469","https://openalex.org/W6683734759","https://openalex.org/W6867304999"],"related_works":["https://openalex.org/W2348909947","https://openalex.org/W4292672442","https://openalex.org/W2362101859","https://openalex.org/W2791431590","https://openalex.org/W2941610985","https://openalex.org/W4235810826","https://openalex.org/W4252337044","https://openalex.org/W118630527","https://openalex.org/W2350688482","https://openalex.org/W1522196789"],"abstract_inverted_index":{"The":[0,70,93,109,132,160],"mean":[1],"linear":[2],"intercept":[3],"(MLI)":[4],"score":[5,31,103,138],"is":[6,42],"a":[7,24,33,144,155],"useful":[8],"and":[9,66,88,143,152,168,176],"common":[10],"approach":[11,41],"for":[12],"quantifying":[13],"lung":[14,130],"structure":[15],"in":[16,32],"histopathological":[17],"images.":[18],"In":[19],"this":[20],"paper,":[21],"we":[22],"describe":[23],"computer":[25],"tool":[26,111,163],"to":[27,44,99,122],"determine":[28],"the":[29,46,55,63,84,101,136],"MLI":[30,102,137],"fully":[34],"automated":[35,110,162],"manner.":[36],"A":[37],"multiresolution":[38],"semantic":[39],"segmentation":[40],"used":[43,98],"segment":[45],"various":[47],"structures":[48],"within":[49,83],"whole":[50],"slide":[51],"images":[52,61,76],"(WSIs)":[53],"of":[54,86,124,139],"lungs.":[56],"Next,":[57],"multiple":[58],"field-of-view":[59],"(FOV)":[60],"from":[62,117],"original":[64],"WSI":[65],"masks":[67],"are":[68,73,96],"extracted.":[69],"extracted":[71],"FOVs":[72,95],"screened,":[74],"rejecting":[75],"that":[77,91,119,127,171],"contain":[78],"bronchi":[79],"or":[80],"blood":[81],"vessels":[82],"region":[85],"interest":[87],"accepting":[89],"those":[90],"remain.":[92],"accepted":[94],"then":[97],"calculate":[100],"using":[104,114],"an":[105,165],"intersection":[106],"counting":[107],"approach.":[108],"was":[112,147,154],"tested":[113],"20":[115],"WSIs":[116],"mice":[118],"were":[120],"exposed":[121],"one":[123],"four":[125],"conditions":[126],"affected":[128],"their":[129],"structure.":[131],"root-mean-squared":[133],"deviation":[134,150],"between":[135],"our":[140],"proposed":[141,161],"method":[142,170],"human":[145],"rater":[146],"5.73":[148],"(standard":[149],"5.65),":[151],"there":[153],"very":[156],"strong":[157],"correlation":[158],"(r=0.9931).":[159],"provides":[164],"efficient,":[166],"accurate,":[167],"accessible":[169],"could":[172],"replace":[173],"current":[174],"manual":[175],"semi-automated":[177],"techniques.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}