{"id":"https://openalex.org/W4415057750","doi":"https://doi.org/10.1007/978-3-032-08009-7_16","title":"Unmasking Interstitial Lung Diseases: Leveraging Masked Autoencoders for\u00a0Diagnosis","display_name":"Unmasking Interstitial Lung Diseases: Leveraging Masked Autoencoders for\u00a0Diagnosis","publication_year":2025,"publication_date":"2025-10-11","ids":{"openalex":"https://openalex.org/W4415057750","doi":"https://doi.org/10.1007/978-3-032-08009-7_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-08009-7_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08009-7_16","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/A5043594658","display_name":"Ethan Dack","orcid":null},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Ethan Dack","raw_affiliation_strings":["University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090424086","display_name":"Lorenzo Brigato","orcid":"https://orcid.org/0000-0002-0872-069X"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lorenzo Brigato","raw_affiliation_strings":["University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119946415","display_name":"Vasilis Dedousis","orcid":null},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Vasilis Dedousis","raw_affiliation_strings":["University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042109083","display_name":"Janine Gote-Schniering","orcid":"https://orcid.org/0000-0001-7869-4936"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Janine Gote-Schniering","raw_affiliation_strings":["University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108912449","display_name":"C. Magnin","orcid":null},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Cheryl Magnin","raw_affiliation_strings":["University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071661167","display_name":"Hanno Hoppe","orcid":"https://orcid.org/0000-0001-5673-0035"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I130692619","display_name":"Bern University of Applied Sciences","ror":"https://ror.org/02bnkt322","country_code":"CH","type":"education","lineage":["https://openalex.org/I130692619"]},{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]},{"id":"https://openalex.org/I4210099090","display_name":"Stiftung Lindenhof Bern","ror":"https://ror.org/0103gnm60","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210099090"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Hanno Hoppe","raw_affiliation_strings":["Bern University Hospital, Bern, Switzerland","Campus Stiftung Lindenhof Bern (SLB), Bern, Switzerland","DIPR, Bern, Switzerland","University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bern University Hospital, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"Campus Stiftung Lindenhof Bern (SLB), Bern, Switzerland","institution_ids":["https://openalex.org/I4210099090"]},{"raw_affiliation_string":"DIPR, Bern, Switzerland","institution_ids":["https://openalex.org/I130692619","https://openalex.org/I118564535"]},{"raw_affiliation_string":"University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071676523","display_name":"Aristomenis K. Exadaktylos","orcid":"https://orcid.org/0000-0002-2705-5170"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Aristomenis Exadaktylos","raw_affiliation_strings":["Bern University Hospital, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bern University Hospital, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034045334","display_name":"Manuela Funke-Chambour","orcid":"https://orcid.org/0000-0003-3417-5872"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Manuela Funke-Chambour","raw_affiliation_strings":["Bern University Hospital, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bern University Hospital, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108613084","display_name":"Thomas Geiser","orcid":"https://orcid.org/0000-0002-9038-0101"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Thomas Geiser","raw_affiliation_strings":["Bern University Hospital, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bern University Hospital, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030804262","display_name":"Andreas Christe","orcid":"https://orcid.org/0000-0002-2355-2591"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I130692619","display_name":"Bern University of Applied Sciences","ror":"https://ror.org/02bnkt322","country_code":"CH","type":"education","lineage":["https://openalex.org/I130692619"]},{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Andreas Christe","raw_affiliation_strings":["Bern University Hospital, Bern, Switzerland","DIPR, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bern University Hospital, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"DIPR, Bern, Switzerland","institution_ids":["https://openalex.org/I130692619","https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057461104","display_name":"Lukas Ebner","orcid":"https://orcid.org/0000-0001-5117-6047"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I130692619","display_name":"Bern University of Applied Sciences","ror":"https://ror.org/02bnkt322","country_code":"CH","type":"education","lineage":["https://openalex.org/I130692619"]},{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lukas Ebner","raw_affiliation_strings":["Bern University Hospital, Bern, Switzerland","DIPR, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bern University Hospital, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"DIPR, Bern, Switzerland","institution_ids":["https://openalex.org/I130692619","https://openalex.org/I118564535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033248976","display_name":"Stavroula Mougiakakou","orcid":"https://orcid.org/0000-0002-6355-9982"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Stavroula Mougiakakou","raw_affiliation_strings":["Bern University Hospital, Bern, Switzerland","University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bern University Hospital, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5043594658"],"corresponding_institution_ids":["https://openalex.org/I118564535"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":16.6078,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.98595446,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"157","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9922999739646912,"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":0.9922999739646912,"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":0.9836000204086304,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.982699990272522,"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/leverage","display_name":"Leverage (statistics)","score":0.8555999994277954},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.531499981880188},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5117999911308289},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.4702000021934509},{"id":"https://openalex.org/keywords/interstitial-lung-disease","display_name":"Interstitial lung disease","score":0.4278999865055084},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.4081000089645386},{"id":"https://openalex.org/keywords/lung-disease","display_name":"Lung disease","score":0.4043000042438507},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.3555999994277954}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.8555999994277954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8187999725341797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6693000197410583},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.531499981880188},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5117999911308289},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.4702000021934509},{"id":"https://openalex.org/C2777543607","wikidata":"https://www.wikidata.org/wiki/Q1153419","display_name":"Interstitial lung disease","level":3,"score":0.4278999865055084},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.4081000089645386},{"id":"https://openalex.org/C2983914783","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Lung disease","level":3,"score":0.4043000042438507},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35929998755455017},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.3555999994277954},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.33079999685287476},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3278999924659729},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.3181000053882599},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.30149999260902405},{"id":"https://openalex.org/C190892606","wikidata":"https://www.wikidata.org/wiki/Q3512464","display_name":"Radiological weapon","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C2994024180","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Radiological imaging","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2615000009536743},{"id":"https://openalex.org/C163716698","wikidata":"https://www.wikidata.org/wiki/Q841267","display_name":"Tomography","level":2,"score":0.2565999925136566},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.2547000050544739},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25450000166893005},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2524999976158142}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-08009-7_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-08009-7_16","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2099707769","https://openalex.org/W2770589251","https://openalex.org/W2906579606","https://openalex.org/W2944540533","https://openalex.org/W3014974815","https://openalex.org/W3026637813","https://openalex.org/W3035567148","https://openalex.org/W3047489308","https://openalex.org/W3054666633","https://openalex.org/W3103199493","https://openalex.org/W3108591672","https://openalex.org/W3112701542","https://openalex.org/W3115781494","https://openalex.org/W3129415988","https://openalex.org/W3173896654","https://openalex.org/W3202669580","https://openalex.org/W4283384243","https://openalex.org/W4288068240","https://openalex.org/W4296027312","https://openalex.org/W4308081867","https://openalex.org/W4308949026","https://openalex.org/W4313156423","https://openalex.org/W4319300504","https://openalex.org/W4319300958","https://openalex.org/W4365484986","https://openalex.org/W4367055910","https://openalex.org/W4379650613","https://openalex.org/W4383911734","https://openalex.org/W4386352556","https://openalex.org/W4388540735","https://openalex.org/W4390189632","https://openalex.org/W4390604257","https://openalex.org/W4399199036","https://openalex.org/W4403650310"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-11T00:00:00"}