{"id":"https://openalex.org/W2525724907","doi":"https://doi.org/10.1007/978-3-319-47157-0_18","title":"Multi-label Deep Regression and Unordered Pooling for Holistic Interstitial Lung Disease Pattern Detection","display_name":"Multi-label Deep Regression and Unordered Pooling for Holistic Interstitial Lung Disease Pattern Detection","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2525724907","doi":"https://doi.org/10.1007/978-3-319-47157-0_18","mag":"2525724907"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-47157-0_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47157-0_18","pdf_url":null,"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":"book-chapter","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/A5039291107","display_name":"Mingchen Gao","orcid":"https://orcid.org/0000-0002-5488-8514"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mingchen Gao","raw_affiliation_strings":["Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039608149","display_name":"Ziyue Xu","orcid":"https://orcid.org/0000-0002-5728-6869"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziyue Xu","raw_affiliation_strings":["Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045227579","display_name":"Le L\u00fc","orcid":"https://orcid.org/0000-0002-6799-9416"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Le Lu","raw_affiliation_strings":["Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058215578","display_name":"Adam P. Harrison","orcid":"https://orcid.org/0000-0003-3315-1772"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam P. Harrison","raw_affiliation_strings":["Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016047550","display_name":"Ronald M. Summers","orcid":"https://orcid.org/0000-0001-8081-7376"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald M. Summers","raw_affiliation_strings":["Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074275355","display_name":"Daniel J. Mollura","orcid":"https://orcid.org/0000-0002-4754-9581"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel J. Mollura","raw_affiliation_strings":["Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Sciences, National Institutes of Health (NIH), Bethesda, MD, 20892, USA","institution_ids":["https://openalex.org/I1299303238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5039291107"],"corresponding_institution_ids":["https://openalex.org/I1299303238"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":19.0508,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.99364233,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"147","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9936000108718872,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9936000108718872,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9842000007629395,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9645000100135803,"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/computer-science","display_name":"Computer science","score":0.7600852251052856},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6727553009986877},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6457844376564026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6349762082099915},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6052548289299011},{"id":"https://openalex.org/keywords/interstitial-lung-disease","display_name":"Interstitial lung disease","score":0.5927027463912964},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4954465627670288},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46655577421188354},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.20679783821105957},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1731773018836975},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11360445618629456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09772256016731262},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0847814679145813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7600852251052856},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6727553009986877},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6457844376564026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6349762082099915},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6052548289299011},{"id":"https://openalex.org/C2777543607","wikidata":"https://www.wikidata.org/wiki/Q1153419","display_name":"Interstitial lung disease","level":3,"score":0.5927027463912964},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4954465627670288},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46655577421188354},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.20679783821105957},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1731773018836975},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11360445618629456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09772256016731262},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0847814679145813}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-47157-0_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-47157-0_18","pdf_url":null,"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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W819977924","https://openalex.org/W1524680991","https://openalex.org/W1606858007","https://openalex.org/W1686810756","https://openalex.org/W1901943601","https://openalex.org/W1963882359","https://openalex.org/W1975020933","https://openalex.org/W1975815454","https://openalex.org/W2099707769","https://openalex.org/W2163605009","https://openalex.org/W2295452827","https://openalex.org/W2302770900","https://openalex.org/W2323929895","https://openalex.org/W2343973580","https://openalex.org/W2404602184","https://openalex.org/W2444070604","https://openalex.org/W2467126091","https://openalex.org/W2963173190","https://openalex.org/W6600696212"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W147410782","https://openalex.org/W4401096132","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}