{"id":"https://openalex.org/W2805105351","doi":"https://doi.org/10.1109/isbi.2018.8363627","title":"Detecting emphysema with multiple instance learning","display_name":"Detecting emphysema with multiple instance learning","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2805105351","doi":"https://doi.org/10.1109/isbi.2018.8363627","mag":"2805105351"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2018.8363627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2018.8363627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)","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/A5067950159","display_name":"Silas Nyboe \u00d8rting","orcid":"https://orcid.org/0000-0002-3081-1547"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Silas Nyboe Orting","raw_affiliation_strings":["Department of Computer Science, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101699990","display_name":"Jens Petersen","orcid":"https://orcid.org/0000-0003-0138-0693"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Jens Petersen","raw_affiliation_strings":["Department of Computer Science, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102227590","display_name":"Laura H. Thomsen","orcid":null},"institutions":[{"id":"https://openalex.org/I2802582725","display_name":"Gentofte Hospital","ror":"https://ror.org/051dzw862","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2802582725"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Laura H. Thomsen","raw_affiliation_strings":["Department of Respiratory Medicine, Gentofte Hospital, Hellerup, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Respiratory Medicine, Gentofte Hospital, Hellerup, Denmark","institution_ids":["https://openalex.org/I2802582725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062177551","display_name":"Mathilde Marie Winkler Wille","orcid":"https://orcid.org/0000-0002-5669-9274"},"institutions":[{"id":"https://openalex.org/I2801941904","display_name":"Bispebjerg Hospital","ror":"https://ror.org/00td68a17","country_code":"DK","type":"healthcare","lineage":["https://openalex.org/I2801941904"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Mathilde M W Wille","raw_affiliation_strings":["Department of Diagnostic Imaging, Bispebjerg Hospital, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic Imaging, Bispebjerg Hospital, Copenhagen, Denmark","institution_ids":["https://openalex.org/I2801941904"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023677285","display_name":"Marleen de Bruijne","orcid":"https://orcid.org/0000-0002-6328-902X"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Marleen de Bruijne","raw_affiliation_strings":["Department of Computer Science, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067950159"],"corresponding_institution_ids":["https://openalex.org/I124055696"],"apc_list":null,"apc_paid":null,"fwci":1.2827,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8086189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"510","last_page":"513"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9961000084877014,"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"}},{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/pulmonary-emphysema","display_name":"Pulmonary emphysema","score":0.6063632369041443},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.5471776723861694},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5280619263648987},{"id":"https://openalex.org/keywords/pulmonary-disease","display_name":"Pulmonary disease","score":0.5246420502662659},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5075923204421997},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5004832744598389},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.481246680021286},{"id":"https://openalex.org/keywords/danish","display_name":"Danish","score":0.4560319483280182},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4449043869972229},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2869795858860016},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.22425097227096558},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19213876128196716}],"concepts":[{"id":"https://openalex.org/C2992836489","wikidata":"https://www.wikidata.org/wiki/Q188605","display_name":"Pulmonary emphysema","level":3,"score":0.6063632369041443},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5471776723861694},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5280619263648987},{"id":"https://openalex.org/C2992779976","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Pulmonary disease","level":2,"score":0.5246420502662659},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5075923204421997},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5004832744598389},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.481246680021286},{"id":"https://openalex.org/C164622146","wikidata":"https://www.wikidata.org/wiki/Q9035","display_name":"Danish","level":2,"score":0.4560319483280182},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4449043869972229},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2869795858860016},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.22425097227096558},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19213876128196716},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2018.8363627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2018.8363627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/7f0542b4-d6e6-4f6f-9193-86f94cd21f8b","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/7f0542b4-d6e6-4f6f-9193-86f94cd21f8b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Orting , S N , Petersen , J , Thomsen , L H , Wille , M M W & De Bruijne , M 2018 , Detecting emphysema with multiple instance learning . in 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018 . IEEE , pp. 510-513 , 15th IEEE International Symposium on Biomedical Imaging, ISBI 2018 , Washington , United States , 04/04/2018 . https://doi.org/10.1109/ISBI.2018.8363627","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2044769820","https://openalex.org/W2047195934","https://openalex.org/W2080448710","https://openalex.org/W2102634410","https://openalex.org/W2114175038","https://openalex.org/W2144179996","https://openalex.org/W2323929895","https://openalex.org/W2525471827","https://openalex.org/W2594371219","https://openalex.org/W2598853550","https://openalex.org/W2752998754","https://openalex.org/W4412260536","https://openalex.org/W6734476213","https://openalex.org/W6735617046"],"related_works":["https://openalex.org/W2800223847","https://openalex.org/W4408752871","https://openalex.org/W3023624299","https://openalex.org/W2085994570","https://openalex.org/W150632568","https://openalex.org/W2085170716","https://openalex.org/W2153682567","https://openalex.org/W1973351605","https://openalex.org/W2768024715","https://openalex.org/W4390295462"],"abstract_inverted_index":{"Emphysema":[0],"is":[1,19],"part":[2],"of":[3,11,16,80],"chronic":[4],"obstructive":[5],"pulmonary":[6],"disease,":[7],"a":[8,34,48],"leading":[9],"cause":[10],"mortality":[12],"worldwide.":[13],"Visual":[14],"assessment":[15],"emphysema":[17,40,59],"presence":[18],"useful":[20],"for":[21,27,82,91],"identifying":[22],"subjects":[23],"at":[24],"risk":[25],"and":[26,57,76,85,89],"research":[28],"into":[29],"disease":[30],"development.":[31],"We":[32,46,61],"train":[33],"machine":[35],"learning":[36,51],"method":[37],"to":[38,53],"predict":[39,54],"from":[41,69],"visually":[42],"assessed":[43],"expert":[44],"labels.":[45],"use":[47],"multiple":[49],"instance":[50],"approach":[52],"both":[55],"scan-level":[56,83],"region-level":[58,92],"presence.":[60],"evaluate":[62],"performance":[63],"on":[64],"600":[65],"low-dose":[66],"CT":[67],"scans":[68],"the":[70],"Danish":[71],"Lung":[72],"Cancer":[73],"Screening":[74],"Study":[75],"achieve":[77],"an":[78],"AUC":[79],"0.82":[81],"prediction":[84],"AUCs":[86],"between":[87],"0.76":[88],"0.88":[90],"prediction.":[93]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
