{"id":"https://openalex.org/W4406482329","doi":"https://doi.org/10.1007/978-3-031-77610-6_9","title":"Interpretability of\u00a0Uncertainty: Exploring Cortical Lesion Segmentation in\u00a0Multiple Sclerosis","display_name":"Interpretability of\u00a0Uncertainty: Exploring Cortical Lesion Segmentation in\u00a0Multiple Sclerosis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406482329","doi":"https://doi.org/10.1007/978-3-031-77610-6_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-77610-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-77610-6_9","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/A5021291299","display_name":"Nataliia Molchanova","orcid":"https://orcid.org/0000-0002-7211-8863"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]},{"id":"https://openalex.org/I4210133377","display_name":"Centre d'Imagerie BioMedicale","ror":"https://ror.org/03fw2bn12","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210133377"]},{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Nataliia Molchanova","raw_affiliation_strings":["CIBM Center for Biomedical Imaging, Lausanne, Switzerland","University of Applied Sciences Western Switzerland (HES-SO), Del\u00e9mont, Switzerland","University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"CIBM Center for Biomedical Imaging, Lausanne, Switzerland","institution_ids":["https://openalex.org/I4210133377"]},{"raw_affiliation_string":"University of Applied Sciences Western Switzerland (HES-SO), Del\u00e9mont, Switzerland","institution_ids":["https://openalex.org/I173439891"]},{"raw_affiliation_string":"University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035596998","display_name":"Alessandro Cagol","orcid":"https://orcid.org/0000-0002-7703-0553"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]},{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["CH","IT"],"is_corresponding":false,"raw_author_name":"Alessandro Cagol","raw_affiliation_strings":["University Hospital and University Basel, Basel, Switzerland","University of Genova, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"University Hospital and University Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]},{"raw_affiliation_string":"University of Genova, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042451616","display_name":"Pedro M. Gordaliza","orcid":"https://orcid.org/0000-0001-5305-3104"},"institutions":[{"id":"https://openalex.org/I4210133377","display_name":"Centre d'Imagerie BioMedicale","ror":"https://ror.org/03fw2bn12","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210133377"]},{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pedro M. Gordaliza","raw_affiliation_strings":["CIBM Center for Biomedical Imaging, Lausanne, Switzerland","University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"CIBM Center for Biomedical Imaging, Lausanne, Switzerland","institution_ids":["https://openalex.org/I4210133377"]},{"raw_affiliation_string":"University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083111788","display_name":"Mario Ocampo\u2010Pineda","orcid":"https://orcid.org/0000-0003-2239-7355"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mario Ocampo-Pineda","raw_affiliation_strings":["University Hospital and University Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"University Hospital and University Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051368585","display_name":"Po\u2010Jui Lu","orcid":"https://orcid.org/0000-0001-6031-6865"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Po-Jui Lu","raw_affiliation_strings":["University Hospital and University Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"University Hospital and University Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055007847","display_name":"Matthias Weigel","orcid":"https://orcid.org/0000-0002-4910-1414"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Matthias Weigel","raw_affiliation_strings":["University Hospital and University Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"University Hospital and University Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101744832","display_name":"Xinjie Chen","orcid":"https://orcid.org/0000-0002-5949-8873"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Xinjie Chen","raw_affiliation_strings":["University Hospital and University Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"University Hospital and University Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043355848","display_name":"Adrien Depeursinge","orcid":"https://orcid.org/0000-0002-2362-0304"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]},{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Adrien Depeursinge","raw_affiliation_strings":["University of Applied Sciences Western Switzerland (HES-SO), Del\u00e9mont, Switzerland","University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Western Switzerland (HES-SO), Del\u00e9mont, Switzerland","institution_ids":["https://openalex.org/I173439891"]},{"raw_affiliation_string":"University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087412483","display_name":"Cristina Granziera","orcid":"https://orcid.org/0000-0002-4917-8761"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Cristina Granziera","raw_affiliation_strings":["University Hospital and University Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"University Hospital and University Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061961859","display_name":"Henning M\u00fcller","orcid":"https://orcid.org/0000-0001-6800-9878"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]},{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Henning M\u00fcller","raw_affiliation_strings":["University of Applied Sciences Western Switzerland (HES-SO), Del\u00e9mont, Switzerland","University of Geneva, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Applied Sciences Western Switzerland (HES-SO), Del\u00e9mont, Switzerland","institution_ids":["https://openalex.org/I173439891"]},{"raw_affiliation_string":"University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050483131","display_name":"Meritxell Bach Cuadra","orcid":"https://orcid.org/0000-0003-2730-4285"},"institutions":[{"id":"https://openalex.org/I4210133377","display_name":"Centre d'Imagerie BioMedicale","ror":"https://ror.org/03fw2bn12","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210133377"]},{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Meritxell Bach Cuadra","raw_affiliation_strings":["CIBM Center for Biomedical Imaging, Lausanne, Switzerland","University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"CIBM Center for Biomedical Imaging, Lausanne, Switzerland","institution_ids":["https://openalex.org/I4210133377"]},{"raw_affiliation_string":"University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5021291299"],"corresponding_institution_ids":["https://openalex.org/I173439891","https://openalex.org/I4210133377","https://openalex.org/I97565354"],"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":0.02466194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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/interpretability","display_name":"Interpretability","score":0.9530675411224365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.80792635679245},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6587828993797302},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6359729766845703},{"id":"https://openalex.org/keywords/multiple-sclerosis","display_name":"Multiple sclerosis","score":0.4899729788303375},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4088994562625885},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34638193249702454},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33837321400642395},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1112123429775238}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9530675411224365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.80792635679245},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6587828993797302},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6359729766845703},{"id":"https://openalex.org/C2780640218","wikidata":"https://www.wikidata.org/wiki/Q8277","display_name":"Multiple sclerosis","level":2,"score":0.4899729788303375},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4088994562625885},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34638193249702454},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33837321400642395},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1112123429775238},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-77610-6_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-77610-6_9","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:hesso.tind.io:15766","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/15766","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/15766","raw_type":"Text"},{"id":"pmh:oai:iris.unil.ch:iris/276271","is_oa":false,"landing_page_url":"https://iris.unil.ch/handle/iris/276271","pdf_url":null,"source":{"id":"https://openalex.org/S7407055444","display_name":"IRIS","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"book part"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2777074421","https://openalex.org/W2904422658","https://openalex.org/W2971561076","https://openalex.org/W3015910149","https://openalex.org/W3038972077","https://openalex.org/W3090238777","https://openalex.org/W3183048323","https://openalex.org/W3183398589","https://openalex.org/W3207637062","https://openalex.org/W4300464228","https://openalex.org/W4304195579","https://openalex.org/W4310888984","https://openalex.org/W4386362791","https://openalex.org/W4404415531"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W1986582023"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}