{"id":"https://openalex.org/W2808236721","doi":"https://doi.org/10.1007/s11548-018-1805-8","title":"Peripheral bronchial identification on chest CT using unsupervised machine learning","display_name":"Peripheral bronchial identification on chest CT using unsupervised machine learning","publication_year":2018,"publication_date":"2018-06-13","ids":{"openalex":"https://openalex.org/W2808236721","doi":"https://doi.org/10.1007/s11548-018-1805-8","mag":"2808236721","pmid":"https://pubmed.ncbi.nlm.nih.gov/29948846"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-018-1805-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-018-1805-8","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","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/A5086630025","display_name":"Daniel Moses","orcid":"https://orcid.org/0000-0001-9404-0035"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4210108821","display_name":"Prince of Wales Hospital","ror":"https://ror.org/022arq532","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210108821"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Daniel A. Moses","raw_affiliation_strings":["Department of Radiology, Prince of Wales Hospital, Sydney, 2031, Australia. daniel.moses@unsw.edu.au","School of Computer Science and Engineering, University of New South Wales, Sydney, 2052, Australia. daniel.moses@unsw.edu.au","Department of Radiology, Prince of Wales Hospital, Sydney, 2031, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Prince of Wales Hospital, Sydney, 2031, Australia. daniel.moses@unsw.edu.au","institution_ids":["https://openalex.org/I4210108821"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, 2052, Australia. daniel.moses@unsw.edu.au","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"Department of Radiology, Prince of Wales Hospital, Sydney, 2031, Australia","institution_ids":["https://openalex.org/I4210108821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083125032","display_name":"Laughlin Dawes","orcid":"https://orcid.org/0000-0002-4713-1759"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4210108821","display_name":"Prince of Wales Hospital","ror":"https://ror.org/022arq532","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210108821"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Laughlin Dawes","raw_affiliation_strings":["Department of Radiology, Prince of Wales Hospital, Sydney, 2031, Australia","School of Computer Science and Engineering, University of New South Wales, Sydney, 2052, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Prince of Wales Hospital, Sydney, 2031, Australia","institution_ids":["https://openalex.org/I4210108821"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015779172","display_name":"Claude Sammut","orcid":"https://orcid.org/0000-0001-8873-5228"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Claude Sammut","raw_affiliation_strings":["School of Computer Science and Engineering, University of New South Wales, Sydney, 2052, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Sydney, 2052, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048216544","display_name":"Tatjana Zrimec","orcid":null},"institutions":[{"id":"https://openalex.org/I118905719","display_name":"University of Primorska","ror":"https://ror.org/05xefg082","country_code":"SI","type":"education","lineage":["https://openalex.org/I118905719"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Tatjana Zrimec","raw_affiliation_strings":["Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, 6000, Koper, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics, Natural Sciences and Information Technologies, University of Primorska, 6000, Koper, Slovenia","institution_ids":["https://openalex.org/I118905719"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086630025"],"corresponding_institution_ids":["https://openalex.org/I31746571","https://openalex.org/I4210108821"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":0.5391,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68762354,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"13","issue":"9","first_page":"1379","last_page":"1395"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9954000115394592,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9954000115394592,"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":0.9876000285148621,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9872999787330627,"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/identification","display_name":"Identification (biology)","score":0.719343364238739},{"id":"https://openalex.org/keywords/peripheral","display_name":"Peripheral","score":0.598993182182312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5962347984313965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42960837483406067},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4144879877567291},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3759637475013733},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36120763421058655},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3395335078239441},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10745358467102051}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.719343364238739},{"id":"https://openalex.org/C46762472","wikidata":"https://www.wikidata.org/wiki/Q178648","display_name":"Peripheral","level":2,"score":0.598993182182312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5962347984313965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42960837483406067},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4144879877567291},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3759637475013733},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36120763421058655},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3395335078239441},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10745358467102051},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001980","descriptor_name":"Bronchi","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001980","descriptor_name":"Bronchi","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001980","descriptor_name":"Bronchi","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11548-018-1805-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-018-1805-8","pdf_url":null,"source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:29948846","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29948846","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":"International journal of computer assisted radiology and surgery","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1512162444","https://openalex.org/W1554944419","https://openalex.org/W1563088657","https://openalex.org/W1988977196","https://openalex.org/W1990457853","https://openalex.org/W2027883034","https://openalex.org/W2040376141","https://openalex.org/W2045331793","https://openalex.org/W2069283147","https://openalex.org/W2075206150","https://openalex.org/W2084995669","https://openalex.org/W2097379117","https://openalex.org/W2107876242","https://openalex.org/W2110104002","https://openalex.org/W2122692815","https://openalex.org/W2129534965","https://openalex.org/W2147930939","https://openalex.org/W2152308993","https://openalex.org/W2164944168","https://openalex.org/W2168005337","https://openalex.org/W2410335846","https://openalex.org/W2543875341","https://openalex.org/W2768274553","https://openalex.org/W6628633436"],"related_works":["https://openalex.org/W3196155444","https://openalex.org/W328659180","https://openalex.org/W4321844043","https://openalex.org/W3210156800","https://openalex.org/W4390062853","https://openalex.org/W4297883248","https://openalex.org/W4255830763","https://openalex.org/W1583266947","https://openalex.org/W4286799911","https://openalex.org/W3165437720"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}