{"id":"https://openalex.org/W7083630372","doi":"https://doi.org/10.1007/978-3-032-06593-3_1","title":"MEGAN: Mixture of\u00a0Experts for\u00a0Robust Uncertainty Estimation in\u00a0Endoscopy Videos","display_name":"MEGAN: Mixture of\u00a0Experts for\u00a0Robust Uncertainty Estimation in\u00a0Endoscopy Videos","publication_year":2025,"publication_date":"2025-09-28","ids":{"openalex":"https://openalex.org/W7083630372","doi":"https://doi.org/10.1007/978-3-032-06593-3_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-06593-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06593-3_1","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":null,"display_name":"Damola Agbelese","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088657","display_name":"Johnson & Johnson (Switzerland)","ror":"https://ror.org/00505z102","country_code":"CH","type":"company","lineage":["https://openalex.org/I1330063522","https://openalex.org/I4210088657"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Damola Agbelese","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Zug, Switzerland"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Zug, Switzerland","institution_ids":["https://openalex.org/I4210088657"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Krishna Chaitanya","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088657","display_name":"Johnson & Johnson (Switzerland)","ror":"https://ror.org/00505z102","country_code":"CH","type":"company","lineage":["https://openalex.org/I1330063522","https://openalex.org/I4210088657"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Krishna Chaitanya","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Zug, Switzerland"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Zug, Switzerland","institution_ids":["https://openalex.org/I4210088657"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pushpak Pati","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088657","display_name":"Johnson & Johnson (Switzerland)","ror":"https://ror.org/00505z102","country_code":"CH","type":"company","lineage":["https://openalex.org/I1330063522","https://openalex.org/I4210088657"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pushpak Pati","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Zug, Switzerland"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Zug, Switzerland","institution_ids":["https://openalex.org/I4210088657"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chaitanya Parmar","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chaitanya Parmar","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pooya Mobadersany","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pooya Mobadersany","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Boston, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Boston, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shreyas Fadnavis","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shreyas Fadnavis","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lindsey Surace","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lindsey Surace","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Spring House, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Spring House, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shadi Yarandi","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shadi Yarandi","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Spring House, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Spring House, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Louis R. Ghanem","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Louis R. Ghanem","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Spring House, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Spring House, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Molly Lucas","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Molly Lucas","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tommaso Mansi","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tommaso Mansi","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Gabriela Oana Cula","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gabriela Oana Cula","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Princeton, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pablo F. Damasceno","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pablo F. Damasceno","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, Boston, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, Boston, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]},{"author_position":"last","author":{"id":null,"display_name":"Kristopher Standish","orcid":null},"institutions":[{"id":"https://openalex.org/I1330063522","display_name":"Johnson & Johnson (United States)","ror":"https://ror.org/03qd7mz70","country_code":"US","type":"company","lineage":["https://openalex.org/I1330063522"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristopher Standish","raw_affiliation_strings":["Janssen R&D, LLC, a Johnson & Johnson Company, San Diego, United States of America"],"affiliations":[{"raw_affiliation_string":"Janssen R&D, LLC, a Johnson & Johnson Company, San Diego, United States of America","institution_ids":["https://openalex.org/I1330063522"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":14,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210088657"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.0044,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.96408645,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.05570000037550926,"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"}},"topics":[{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.05570000037550926,"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/T11539","display_name":"Survey Methodology and Nonresponse","score":0.03099999949336052,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.02319999970495701,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.7458999752998352},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7156999707221985},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5235999822616577},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5152999758720398},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42309999465942383},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.414000004529953},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.3765999972820282},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.3700999915599823}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8215000033378601},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.7458999752998352},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7156999707221985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5950999855995178},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5896999835968018},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5235999822616577},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5152999758720398},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4546999931335449},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42309999465942383},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.414000004529953},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.3765999972820282},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.3700999915599823},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.3546000123023987},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.3540000021457672},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.3416000008583069},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.3327000141143799},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.32269999384880066},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C94361409","wikidata":"https://www.wikidata.org/wiki/Q7882500","display_name":"Uncertainty reduction theory","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2711000144481659}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-06593-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06593-3_1","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":18,"referenced_works":["https://openalex.org/W2321205867","https://openalex.org/W2804467258","https://openalex.org/W2809380200","https://openalex.org/W2946474601","https://openalex.org/W2979431884","https://openalex.org/W3102574638","https://openalex.org/W3211129814","https://openalex.org/W4205253993","https://openalex.org/W4226428874","https://openalex.org/W4281951137","https://openalex.org/W4287225981","https://openalex.org/W4295916009","https://openalex.org/W4327898108","https://openalex.org/W4380873515","https://openalex.org/W4387225560","https://openalex.org/W4387225742","https://openalex.org/W4387520432","https://openalex.org/W4403658560"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
