{"id":"https://openalex.org/W3094574213","doi":"https://doi.org/10.1007/978-3-030-68796-0_8","title":"Explainable 3D-CNN for Multiple Sclerosis Patients Stratification","display_name":"Explainable 3D-CNN for Multiple Sclerosis Patients Stratification","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3094574213","doi":"https://doi.org/10.1007/978-3-030-68796-0_8","mag":"3094574213"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68796-0_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68796-0_8","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/A5091352402","display_name":"Federica Cruciani","orcid":"https://orcid.org/0000-0001-7258-1463"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Federica Cruciani","raw_affiliation_strings":["Department of Computer Science, University of Verona, Verona, Italy","Universit\u00e0 degli studi di Verona = University of Verona"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Universit\u00e0 degli studi di Verona = University of Verona","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003571740","display_name":"Lorenza Brusini","orcid":"https://orcid.org/0000-0001-5357-5180"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenza Brusini","raw_affiliation_strings":["Department of Computer Science, University of Verona, Verona, Italy","Universit\u00e0 degli studi di Verona = University of Verona"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Universit\u00e0 degli studi di Verona = University of Verona","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000622165","display_name":"Mauro Zucchelli","orcid":"https://orcid.org/0000-0002-7109-2884"},"institutions":[{"id":"https://openalex.org/I4210106545","display_name":"Research Centre Inria Sophia Antipolis - M\u00e9diterran\u00e9e","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mauro Zucchelli","raw_affiliation_strings":["Athena Project-Team, Inria Sophia Antipolis-M\u00e9diterran\u00e9e, Universit\u00e9 C\u00f4te d\u2019Azur, Nice, France","Computational Imaging of the Central Nervous System","COMUE Universit\u00e9 C\u00f4te d'Azur (2015-2019)"],"affiliations":[{"raw_affiliation_string":"Athena Project-Team, Inria Sophia Antipolis-M\u00e9diterran\u00e9e, Universit\u00e9 C\u00f4te d\u2019Azur, Nice, France","institution_ids":["https://openalex.org/I4210106545"]},{"raw_affiliation_string":"Computational Imaging of the Central Nervous System","institution_ids":[]},{"raw_affiliation_string":"COMUE Universit\u00e9 C\u00f4te d'Azur (2015-2019)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033614313","display_name":"Gustavo Retuci Pinheiro","orcid":"https://orcid.org/0000-0001-8627-9468"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gustavo Retuci Pinheiro","raw_affiliation_strings":["MICLab, School of Electrical and Computer Engineering (FEEC), UNICAMP, Campinas, Brazil","Universidade Estadual de Campinas =  University of Campinas"],"affiliations":[{"raw_affiliation_string":"MICLab, School of Electrical and Computer Engineering (FEEC), UNICAMP, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]},{"raw_affiliation_string":"Universidade Estadual de Campinas =  University of Campinas","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001003105","display_name":"Francesco Setti","orcid":"https://orcid.org/0000-0002-0015-5534"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Setti","raw_affiliation_strings":["Department of Computer Science, University of Verona, Verona, Italy","Universit\u00e0 degli studi di Verona = University of Verona"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Universit\u00e0 degli studi di Verona = University of Verona","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082628560","display_name":"Ilaria Boscolo Galazzo","orcid":"https://orcid.org/0000-0002-4153-3749"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ilaria Boscolo Galazzo","raw_affiliation_strings":["Department of Computer Science, University of Verona, Verona, Italy","Universit\u00e0 degli studi di Verona = University of Verona"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Universit\u00e0 degli studi di Verona = University of Verona","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082632190","display_name":"Rachid Deriche","orcid":"https://orcid.org/0000-0002-4643-8417"},"institutions":[{"id":"https://openalex.org/I4210106545","display_name":"Research Centre Inria Sophia Antipolis - M\u00e9diterran\u00e9e","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rachid Deriche","raw_affiliation_strings":["Athena Project-Team, Inria Sophia Antipolis-M\u00e9diterran\u00e9e, Universit\u00e9 C\u00f4te d\u2019Azur, Nice, France","Computational Imaging of the Central Nervous System"],"affiliations":[{"raw_affiliation_string":"Athena Project-Team, Inria Sophia Antipolis-M\u00e9diterran\u00e9e, Universit\u00e9 C\u00f4te d\u2019Azur, Nice, France","institution_ids":["https://openalex.org/I4210106545"]},{"raw_affiliation_string":"Computational Imaging of the Central Nervous System","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017698959","display_name":"Let\u00edcia Rittner","orcid":"https://orcid.org/0000-0001-8182-5554"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leticia Rittner","raw_affiliation_strings":["MICLab, School of Electrical and Computer Engineering (FEEC), UNICAMP, Campinas, Brazil","Universidade Estadual de Campinas =  University of Campinas"],"affiliations":[{"raw_affiliation_string":"MICLab, School of Electrical and Computer Engineering (FEEC), UNICAMP, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]},{"raw_affiliation_string":"Universidade Estadual de Campinas =  University of Campinas","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068857208","display_name":"Massimiliano Calabrese","orcid":"https://orcid.org/0000-0002-3362-7403"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimiliano Calabrese","raw_affiliation_strings":["Department of Neurosciences, Biomedicine and Movement, University of Verona, Verona, Italy","Universit\u00e0 degli studi di Verona = University of Verona"],"affiliations":[{"raw_affiliation_string":"Department of Neurosciences, Biomedicine and Movement, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Universit\u00e0 degli studi di Verona = University of Verona","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042078827","display_name":"Gloria Menegaz","orcid":"https://orcid.org/0000-0002-6889-3461"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gloria Menegaz","raw_affiliation_strings":["Department of Computer Science, University of Verona, Verona, Italy","Universit\u00e0 degli studi di Verona = University of Verona"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Universit\u00e0 degli studi di Verona = University of Verona","institution_ids":["https://openalex.org/I119439378"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5091352402"],"corresponding_institution_ids":["https://openalex.org/I119439378"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.8364,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91696323,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9901000261306763,"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":0.9901000261306763,"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/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic 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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9642999768257141,"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/computer-science","display_name":"Computer science","score":0.7880264520645142},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6699698567390442},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.65123051404953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6269524693489075},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6042451858520508},{"id":"https://openalex.org/keywords/multiple-sclerosis","display_name":"Multiple sclerosis","score":0.5239418148994446},{"id":"https://openalex.org/keywords/stratification","display_name":"Stratification (seeds)","score":0.5050418972969055},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4878070652484894},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.47009751200675964},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4465039074420929},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41250288486480713},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35268041491508484},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2967432141304016},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16225770115852356},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10011550784111023}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7880264520645142},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6699698567390442},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.65123051404953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6269524693489075},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6042451858520508},{"id":"https://openalex.org/C2780640218","wikidata":"https://www.wikidata.org/wiki/Q8277","display_name":"Multiple sclerosis","level":2,"score":0.5239418148994446},{"id":"https://openalex.org/C192943249","wikidata":"https://www.wikidata.org/wiki/Q1893382","display_name":"Stratification (seeds)","level":5,"score":0.5050418972969055},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4878070652484894},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.47009751200675964},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4465039074420929},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41250288486480713},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35268041491508484},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2967432141304016},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16225770115852356},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10011550784111023},{"id":"https://openalex.org/C100701293","wikidata":"https://www.wikidata.org/wiki/Q193838","display_name":"Germination","level":2,"score":0.0},{"id":"https://openalex.org/C88548481","wikidata":"https://www.wikidata.org/wiki/Q2397491","display_name":"Seed dormancy","level":4,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C3527866","wikidata":"https://www.wikidata.org/wiki/Q162267","display_name":"Dormancy","level":3,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-68796-0_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68796-0_8","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-02971361v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02971361","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICPR 2020 - 25th International Conference on Pattern Recognition Workshops and Challenges, Jan 2021, Milan, Italy. ⟨10.1007/978-3-030-68796-0_8⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1787224781","https://openalex.org/W1849277567","https://openalex.org/W1980405237","https://openalex.org/W1980540422","https://openalex.org/W2033976658","https://openalex.org/W2041005250","https://openalex.org/W2102848905","https://openalex.org/W2105206040","https://openalex.org/W2123045220","https://openalex.org/W2128855398","https://openalex.org/W2134237591","https://openalex.org/W2135381668","https://openalex.org/W2136618970","https://openalex.org/W2147062889","https://openalex.org/W2164832046","https://openalex.org/W2169393322","https://openalex.org/W2194775991","https://openalex.org/W2255339790","https://openalex.org/W2336525064","https://openalex.org/W2489242797","https://openalex.org/W2580596898","https://openalex.org/W2585773106","https://openalex.org/W2605409611","https://openalex.org/W2609370764","https://openalex.org/W2657631929","https://openalex.org/W2790651911","https://openalex.org/W2792851064","https://openalex.org/W2796332068","https://openalex.org/W2885850791","https://openalex.org/W2899771611","https://openalex.org/W2948375040","https://openalex.org/W2949143034","https://openalex.org/W2952686744","https://openalex.org/W2956993163","https://openalex.org/W2964073283","https://openalex.org/W2966744707","https://openalex.org/W2971685841","https://openalex.org/W3020975691","https://openalex.org/W3104901352","https://openalex.org/W4211254511","https://openalex.org/W4241074797","https://openalex.org/W6676167930","https://openalex.org/W6753724168","https://openalex.org/W6756040250"],"related_works":["https://openalex.org/W4385842477","https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W2775228109","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W3176930657","https://openalex.org/W2139437222","https://openalex.org/W4306164210","https://openalex.org/W2770864300"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}