{"id":"https://openalex.org/W2966193892","doi":"https://doi.org/10.1007/978-3-030-40605-9_11","title":"Bayesian Feature Pyramid Networks for Automatic Multi-label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio","display_name":"Bayesian Feature Pyramid Networks for Automatic Multi-label Segmentation of Chest X-rays and Assessment of Cardio-Thoratic Ratio","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2966193892","doi":"https://doi.org/10.1007/978-3-030-40605-9_11","mag":"2966193892"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-40605-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-40605-9_11","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1908.02924","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000408509","display_name":"Roman Solovyev","orcid":"https://orcid.org/0000-0003-0312-452X"},"institutions":[{"id":"https://openalex.org/I4210096404","display_name":"Institute for Design Problems in Microelectronics","ror":"https://ror.org/00t7t9a43","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210096404","https://openalex.org/I4210097085"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Roman Solovyev","raw_affiliation_strings":["IPPM RAS, Russian Academy of Sciences, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"IPPM RAS, Russian Academy of Sciences, Moscow, Russia","institution_ids":["https://openalex.org/I4210096404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081819688","display_name":"Iaroslav Melekhov","orcid":"https://orcid.org/0000-0003-3819-5280"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Iaroslav Melekhov","raw_affiliation_strings":["Aalto University, Espoo, Finland","Ailean Technologies Oy, Oulu, Finland","Aalto University; Espoo Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Ailean Technologies Oy, Oulu, Finland","institution_ids":[]},{"raw_affiliation_string":"Aalto University; Espoo Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077141018","display_name":"Timo Lesonen","orcid":null},"institutions":[{"id":"https://openalex.org/I2799272722","display_name":"Oulu University Hospital","ror":"https://ror.org/045ney286","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2799272722"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Timo Lesonen","raw_affiliation_strings":["Oulu University Hospital, Oulu, Finland","Oulu University Hospital,Oulu,Finland"],"affiliations":[{"raw_affiliation_string":"Oulu University Hospital, Oulu, Finland","institution_ids":["https://openalex.org/I2799272722"]},{"raw_affiliation_string":"Oulu University Hospital,Oulu,Finland","institution_ids":["https://openalex.org/I2799272722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040339877","display_name":"Elias Vaattovaara","orcid":"https://orcid.org/0000-0001-6645-0379"},"institutions":[{"id":"https://openalex.org/I2799272722","display_name":"Oulu University Hospital","ror":"https://ror.org/045ney286","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2799272722"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Elias Vaattovaara","raw_affiliation_strings":["Oulu University Hospital, Oulu, Finland","Oulu University Hospital,Oulu,Finland"],"affiliations":[{"raw_affiliation_string":"Oulu University Hospital, Oulu, Finland","institution_ids":["https://openalex.org/I2799272722"]},{"raw_affiliation_string":"Oulu University Hospital,Oulu,Finland","institution_ids":["https://openalex.org/I2799272722"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112773227","display_name":"Osmo Tervonen","orcid":null},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]},{"id":"https://openalex.org/I2799272722","display_name":"Oulu University Hospital","ror":"https://ror.org/045ney286","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2799272722"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Osmo Tervonen","raw_affiliation_strings":["Oulu University Hospital, Oulu, Finland","University of Oulu, Oulu, Finland","Oulu University Hospital,Oulu,Finland"],"affiliations":[{"raw_affiliation_string":"Oulu University Hospital, Oulu, Finland","institution_ids":["https://openalex.org/I2799272722"]},{"raw_affiliation_string":"University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Oulu University Hospital,Oulu,Finland","institution_ids":["https://openalex.org/I2799272722"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051498728","display_name":"Aleksei Tiulpin","orcid":"https://orcid.org/0000-0002-7852-4141"},"institutions":[{"id":"https://openalex.org/I2799272722","display_name":"Oulu University Hospital","ror":"https://ror.org/045ney286","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2799272722"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Aleksei Tiulpin","raw_affiliation_strings":["Ailean Technologies Oy, Oulu, Finland","Oulu University Hospital, Oulu, Finland","University of Oulu, Oulu, Finland","Oulu University Hospital,Oulu,Finland"],"affiliations":[{"raw_affiliation_string":"Ailean Technologies Oy, Oulu, Finland","institution_ids":[]},{"raw_affiliation_string":"Oulu University Hospital, Oulu, Finland","institution_ids":["https://openalex.org/I2799272722"]},{"raw_affiliation_string":"University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Oulu University Hospital,Oulu,Finland","institution_ids":["https://openalex.org/I2799272722"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5000408509"],"corresponding_institution_ids":["https://openalex.org/I4210096404"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00892288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9930999875068665,"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":0.9930999875068665,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9593999981880188,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.9526000022888184,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7980200052261353},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.7439136505126953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6975833773612976},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6913933753967285},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.647435188293457},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6021847128868103},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.5966794490814209},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5634427070617676},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5441383719444275},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5377902984619141},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.49802374839782715},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4795929491519928},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4250737726688385},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26876598596572876},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1254453957080841}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7980200052261353},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7439136505126953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6975833773612976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6913933753967285},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.647435188293457},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6021847128868103},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.5966794490814209},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5634427070617676},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5441383719444275},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5377902984619141},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.49802374839782715},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4795929491519928},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4250737726688385},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26876598596572876},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1254453957080841},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-40605-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-40605-9_11","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"},{"id":"pmh:oai:arXiv.org:1908.02924","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.02924","pdf_url":"https://arxiv.org/pdf/1908.02924","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2966193892","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1908.02924","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1908.02924","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1908.02924","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1908.02924","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1908.02924","pdf_url":"https://arxiv.org/pdf/1908.02924","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1836465849","https://openalex.org/W1901129140","https://openalex.org/W2076063813","https://openalex.org/W2103328396","https://openalex.org/W2108598243","https://openalex.org/W2115597079","https://openalex.org/W2142514727","https://openalex.org/W2194775991","https://openalex.org/W2502312327","https://openalex.org/W2560023338","https://openalex.org/W2565639579","https://openalex.org/W2592292692","https://openalex.org/W2611650229","https://openalex.org/W2612219720","https://openalex.org/W2612445135","https://openalex.org/W2735039185","https://openalex.org/W2752782242","https://openalex.org/W2794103425","https://openalex.org/W2876381398","https://openalex.org/W2884281986","https://openalex.org/W2903179019","https://openalex.org/W2908832023","https://openalex.org/W2910628332","https://openalex.org/W2919356958","https://openalex.org/W2929617806","https://openalex.org/W2951918019","https://openalex.org/W2952587392","https://openalex.org/W2952855260","https://openalex.org/W2962835968","https://openalex.org/W2962862396","https://openalex.org/W2963150697","https://openalex.org/W2963163009","https://openalex.org/W2963182609","https://openalex.org/W2963202012","https://openalex.org/W2963446712","https://openalex.org/W2964059111","https://openalex.org/W2964309882","https://openalex.org/W2990318099","https://openalex.org/W2998512002","https://openalex.org/W3099319035","https://openalex.org/W3101156210","https://openalex.org/W3105636206","https://openalex.org/W4250482878"],"related_works":["https://openalex.org/W3013016830","https://openalex.org/W2972629588","https://openalex.org/W3135408919","https://openalex.org/W3030662744","https://openalex.org/W2186192426","https://openalex.org/W3090634331","https://openalex.org/W3191455853","https://openalex.org/W3104785286","https://openalex.org/W2195702343","https://openalex.org/W2979359868","https://openalex.org/W122207482","https://openalex.org/W3046690969","https://openalex.org/W3148790014","https://openalex.org/W2906654737","https://openalex.org/W2884058584","https://openalex.org/W2890173316","https://openalex.org/W3096792162","https://openalex.org/W2585890928","https://openalex.org/W2379557286","https://openalex.org/W1969211602"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}