{"id":"https://openalex.org/W2525471827","doi":"https://doi.org/10.1007/978-3-319-47157-0_22","title":"Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort","display_name":"Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2525471827","doi":"https://doi.org/10.1007/978-3-319-47157-0_22","mag":"2525471827","pmid":"https://pubmed.ncbi.nlm.nih.gov/28232959"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-47157-0_22","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-47157-0_22","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-47157-0_22.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-47157-0_22.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015456971","display_name":"P. Binder","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Polina Binder","raw_affiliation_strings":["Computer Science and Artificial Intelligence Lab, EECS, MIT, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Lab, EECS, MIT, Cambridge, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nematollah K. Batmanghelich","orcid":null},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nematollah K. Batmanghelich","raw_affiliation_strings":["Brigham and Womens Hospital, Harvard Medical School, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Brigham and Womens Hospital, Harvard Medical School, Boston, USA","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002685368","display_name":"Ra\u00fal San Jo\u015be Est\u00e9par","orcid":"https://orcid.org/0000-0002-3677-1996"},"institutions":[{"id":"https://openalex.org/I1283280774","display_name":"Brigham and Women's Hospital","ror":"https://ror.org/04b6nzv94","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283280774","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raul San Jose Estepar","raw_affiliation_strings":["Brigham and Womens Hospital, Harvard Medical School, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Brigham and Womens Hospital, Harvard Medical School, Boston, USA","institution_ids":["https://openalex.org/I1283280774","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081763875","display_name":"Polina Golland","orcid":"https://orcid.org/0000-0003-2516-731X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Polina Golland","raw_affiliation_strings":["Computer Science and Artificial Intelligence Lab, EECS, MIT, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Lab, EECS, MIT, Cambridge, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015456971"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":26.7864,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.99632578,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10019","issue":null,"first_page":"180","last_page":"187"},"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":0.9991999864578247,"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":0.9991999864578247,"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/T10870","display_name":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","score":0.9689000248908997,"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":0.9581000208854675,"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/copd","display_name":"COPD","score":0.6192198991775513},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5454022884368896},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5398324131965637},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5216924548149109},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.511195957660675},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.510326087474823},{"id":"https://openalex.org/keywords/pulmonary-disease","display_name":"Pulmonary disease","score":0.4800789952278137},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3741263747215271},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3701222538948059},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3390832543373108},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3328140377998352},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.17277798056602478}],"concepts":[{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.6192198991775513},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5454022884368896},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5398324131965637},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5216924548149109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.511195957660675},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.510326087474823},{"id":"https://openalex.org/C2992779976","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Pulmonary disease","level":2,"score":0.4800789952278137},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3741263747215271},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3701222538948059},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3390832543373108},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3328140377998352},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.17277798056602478},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-319-47157-0_22","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-47157-0_22","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-47157-0_22.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmid:28232959","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28232959","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":"Machine learning in medical imaging. MLMI (Workshop)","raw_type":null},{"id":"pmh:oai:dspace.mit.edu:1721.1/105678","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/105678","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"pmh:oai:dspace.mit.edu:1721.1/129388","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/129388","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PMC","raw_type":"http://purl.org/eprint/type/ConferencePaper"},{"id":"pmh:oai:pubmedcentral.nih.gov:5317320","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5317320","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mach Learn Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-47157-0_22","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-47157-0_22","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-47157-0_22.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2525471827.pdf","grobid_xml":"https://content.openalex.org/works/W2525471827.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1487274277","https://openalex.org/W1501704277","https://openalex.org/W1975357038","https://openalex.org/W1981681632","https://openalex.org/W1986540339","https://openalex.org/W1995945562","https://openalex.org/W2007402939","https://openalex.org/W2033983059","https://openalex.org/W2082907106","https://openalex.org/W2102634410","https://openalex.org/W2109812093","https://openalex.org/W2115028326","https://openalex.org/W2122737351","https://openalex.org/W2136361778","https://openalex.org/W2141376824","https://openalex.org/W2142382161","https://openalex.org/W2146877487","https://openalex.org/W2162833336","https://openalex.org/W2194391519","https://openalex.org/W2333984669","https://openalex.org/W3106889297"],"related_works":["https://openalex.org/W2326585857","https://openalex.org/W142525846","https://openalex.org/W2312602415","https://openalex.org/W2312864656","https://openalex.org/W2472126364","https://openalex.org/W2320098543","https://openalex.org/W2585009645","https://openalex.org/W2333131755","https://openalex.org/W4401482945","https://openalex.org/W2372297656"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
