{"id":"https://openalex.org/W4379352614","doi":"https://doi.org/10.1007/978-3-031-34344-5_18","title":"Dealing with\u00a0Data Scarcity in\u00a0Rare Diseases: Dynamic Bayesian Networks and\u00a0Transfer Learning to\u00a0Develop Prognostic Models of\u00a0Amyotrophic Lateral Sclerosis","display_name":"Dealing with\u00a0Data Scarcity in\u00a0Rare Diseases: Dynamic Bayesian Networks and\u00a0Transfer Learning to\u00a0Develop Prognostic Models of\u00a0Amyotrophic Lateral Sclerosis","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379352614","doi":"https://doi.org/10.1007/978-3-031-34344-5_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34344-5_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34344-5_18","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/A5013911767","display_name":"Enrico Longato","orcid":"https://orcid.org/0000-0001-5940-645X"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Enrico Longato","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5940-645X","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039343044","display_name":"Erica Tavazzi","orcid":"https://orcid.org/0000-0001-6188-6413"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Erica Tavazzi","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6188-6413","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090628289","display_name":"Adriano Chi\u00f2","orcid":"https://orcid.org/0000-0001-9579-5341"},"institutions":[{"id":"https://openalex.org/I4210128445","display_name":"Torino e-district","ror":"https://ror.org/03cxxc369","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210128445"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Adriano Chi\u00f3","raw_affiliation_strings":["Neuroscience Department \u201cRita Levi Montalcini\u201d, University of Torino, Torino, Italy","Neuroscience Department \"Rita Levi Montalcini\", University of Torino, Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9579-5341","affiliations":[{"raw_affiliation_string":"Neuroscience Department \u201cRita Levi Montalcini\u201d, University of Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463","https://openalex.org/I4210128445"]},{"raw_affiliation_string":"Neuroscience Department \"Rita Levi Montalcini\", University of Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018020880","display_name":"Gabriele Mora","orcid":"https://orcid.org/0000-0002-8388-2373"},"institutions":[{"id":"https://openalex.org/I4210128445","display_name":"Torino e-district","ror":"https://ror.org/03cxxc369","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210128445"]},{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Mora","raw_affiliation_strings":["Neuroscience Department \u201cRita Levi Montalcini\u201d, University of Torino, Torino, Italy","Neuroscience Department \"Rita Levi Montalcini\", University of Torino, Torino, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8388-2373","affiliations":[{"raw_affiliation_string":"Neuroscience Department \u201cRita Levi Montalcini\u201d, University of Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463","https://openalex.org/I4210128445"]},{"raw_affiliation_string":"Neuroscience Department \"Rita Levi Montalcini\", University of Torino, Torino, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071251680","display_name":"Giovanni Sparacino","orcid":"https://orcid.org/0000-0002-3248-1393"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Sparacino","raw_affiliation_strings":["Department of Information Engineering, University of Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3248-1393","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077821068","display_name":"Barbara Di Camillo","orcid":"https://orcid.org/0000-0001-8415-4688"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Barbara Di Camillo","raw_affiliation_strings":["Department of Comparative Biomedicine and Food Science, University of Padova, Padova, Italy","Department of Information Engineering, University of Padova, Padova, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8415-4688","affiliations":[{"raw_affiliation_string":"Department of Comparative Biomedicine and Food Science, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"Department of Information Engineering, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5013911767"],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.0843,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95106107,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"140","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10855","display_name":"Amyotrophic Lateral Sclerosis Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10855","display_name":"Amyotrophic Lateral Sclerosis Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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":0.733320951461792},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5775071978569031},{"id":"https://openalex.org/keywords/amyotrophic-lateral-sclerosis","display_name":"Amyotrophic lateral sclerosis","score":0.5675628185272217},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5540927648544312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5136496424674988},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.49887824058532715},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4676515460014343},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.43309009075164795},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.35066914558410645},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27919086813926697},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09519878029823303}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.733320951461792},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5775071978569031},{"id":"https://openalex.org/C2780596555","wikidata":"https://www.wikidata.org/wiki/Q206901","display_name":"Amyotrophic lateral sclerosis","level":3,"score":0.5675628185272217},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5540927648544312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5136496424674988},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.49887824058532715},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4676515460014343},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.43309009075164795},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.35066914558410645},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27919086813926697},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09519878029823303}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-34344-5_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34344-5_18","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:www.research.unipd.it:11577/3483025","is_oa":false,"landing_page_url":"https://hdl.handle.net/11577/3483025","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1257817829","https://openalex.org/W1759300969","https://openalex.org/W1992926914","https://openalex.org/W2109242212","https://openalex.org/W2116133008","https://openalex.org/W2155221045","https://openalex.org/W2345592718","https://openalex.org/W2395579298","https://openalex.org/W2565618151","https://openalex.org/W2735544048","https://openalex.org/W3166664106","https://openalex.org/W3192784589"],"related_works":["https://openalex.org/W2407375987","https://openalex.org/W2505726097","https://openalex.org/W2950975704","https://openalex.org/W2010643158","https://openalex.org/W3049691116","https://openalex.org/W2106867672","https://openalex.org/W4310268968","https://openalex.org/W3081214562","https://openalex.org/W2753713401","https://openalex.org/W2053745677"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
