{"id":"https://openalex.org/W4310888984","doi":"https://doi.org/10.1007/978-3-031-17976-1_6","title":"Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust","display_name":"Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4310888984","doi":"https://doi.org/10.1007/978-3-031-17976-1_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-17976-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17976-1_6","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":true,"oa_status":"green","oa_url":"https://hal.science/hal-03883749","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012372882","display_name":"Benjamin Lambert","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151160","display_name":"Grenoble Institute of Neurosciences","ror":"https://ror.org/04as3rk94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2738703131","https://openalex.org/I4210151160","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210144787","display_name":"Ylec Consultants","ror":"https://ror.org/0431re516","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210144787"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Benjamin Lambert","raw_affiliation_strings":["Pixyl, Research and Development Laboratory, 38000, Grenoble, France","Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, 38000, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Pixyl, Research and Development Laboratory, 38000, Grenoble, France","institution_ids":["https://openalex.org/I4210144787"]},{"raw_affiliation_string":"Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, 38000, Grenoble, France","institution_ids":["https://openalex.org/I4210151160","https://openalex.org/I154526488","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088691547","display_name":"Florence Forbes","orcid":"https://orcid.org/0000-0003-3639-0226"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Florence Forbes","raw_affiliation_strings":["Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210149092","https://openalex.org/I4210101348","https://openalex.org/I899635006","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003557370","display_name":"Senan Doyle","orcid":"https://orcid.org/0000-0002-2729-6265"},"institutions":[{"id":"https://openalex.org/I4210144787","display_name":"Ylec Consultants","ror":"https://ror.org/0431re516","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210144787"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Senan Doyle","raw_affiliation_strings":["Pixyl, Research and Development Laboratory, 38000, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Pixyl, Research and Development Laboratory, 38000, Grenoble, France","institution_ids":["https://openalex.org/I4210144787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013762542","display_name":"Alan Tucholka","orcid":"https://orcid.org/0000-0002-8880-2707"},"institutions":[{"id":"https://openalex.org/I4210144787","display_name":"Ylec Consultants","ror":"https://ror.org/0431re516","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210144787"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alan Tucholka","raw_affiliation_strings":["Pixyl, Research and Development Laboratory, 38000, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Pixyl, Research and Development Laboratory, 38000, Grenoble, France","institution_ids":["https://openalex.org/I4210144787"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030109986","display_name":"Michel Dojat","orcid":"https://orcid.org/0000-0003-2747-6845"},"institutions":[{"id":"https://openalex.org/I4210151160","display_name":"Grenoble Institute of Neurosciences","ror":"https://ror.org/04as3rk94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2738703131","https://openalex.org/I4210151160","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michel Dojat","raw_affiliation_strings":["Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, 38000, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Inserm, U1216, Grenoble Institut Neurosciences, 38000, Grenoble, France","institution_ids":["https://openalex.org/I4210151160","https://openalex.org/I154526488","https://openalex.org/I899635006"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012372882"],"corresponding_institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210144787","https://openalex.org/I4210151160","https://openalex.org/I899635006"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.7271,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.943194,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10862","display_name":"AI in cancer detection","score":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.8052982091903687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7991156578063965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6585155129432678},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5698360204696655},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5515841245651245},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.5347769260406494},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5025858879089355},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.47718870639801025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4503895938396454},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4221374988555908},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.41189149022102356},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37373587489128113},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16563749313354492},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10677185654640198}],"concepts":[{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.8052982091903687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7991156578063965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6585155129432678},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5698360204696655},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5515841245651245},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.5347769260406494},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5025858879089355},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.47718870639801025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4503895938396454},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4221374988555908},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.41189149022102356},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37373587489128113},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16563749313354492},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10677185654640198}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-17976-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17976-1_6","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:HAL:hal-03883749v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03883749","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"iMIMIC 2022 - Workshop on Interpretability of Machine Intelligence in Medical Image Computing, Sep 2022, Singapore, Singapore. pp.61-70, ⟨10.1007/978-3-031-17976-1_6⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03883749v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03883749","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"iMIMIC 2022 - Workshop on Interpretability of Machine Intelligence in Medical Image Computing, Sep 2022, Singapore, Singapore. pp.61-70, ⟨10.1007/978-3-031-17976-1_6⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1936750108","https://openalex.org/W2103328396","https://openalex.org/W2464708700","https://openalex.org/W2765961644","https://openalex.org/W2787206897","https://openalex.org/W2887926055","https://openalex.org/W2892924241","https://openalex.org/W2900489637","https://openalex.org/W2911228988","https://openalex.org/W2962914239","https://openalex.org/W2970971581","https://openalex.org/W3090238777","https://openalex.org/W3091388282","https://openalex.org/W3098295008","https://openalex.org/W3102100346","https://openalex.org/W3104672182","https://openalex.org/W3162335705","https://openalex.org/W3164731060","https://openalex.org/W3204149255"],"related_works":["https://openalex.org/W3082178636","https://openalex.org/W3027020613","https://openalex.org/W1521968289","https://openalex.org/W2782041652","https://openalex.org/W2016533837","https://openalex.org/W2952088488","https://openalex.org/W2392157706","https://openalex.org/W2599192953","https://openalex.org/W3167885074","https://openalex.org/W2612657834"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}