{"id":"https://openalex.org/W4410838522","doi":"https://doi.org/10.1007/978-3-031-91721-9_13","title":"Towards the\u00a0Discovery of\u00a0Down Syndrome Brain Biomarkers Using Generative Models","display_name":"Towards the\u00a0Discovery of\u00a0Down Syndrome Brain Biomarkers Using Generative Models","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410838522","doi":"https://doi.org/10.1007/978-3-031-91721-9_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-91721-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-91721-9_13","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/A5004145133","display_name":"Jordi Mal\u00e9","orcid":"https://orcid.org/0000-0003-4566-1921"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jordi Mal\u00e9","raw_affiliation_strings":["HER - Human-Environment Research Group, La Salle - URL, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4566-1921","affiliations":[{"raw_affiliation_string":"HER - Human-Environment Research Group, La Salle - URL, Barcelona, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010797490","display_name":"Juan Fortea","orcid":"https://orcid.org/0000-0002-1340-638X"},"institutions":[{"id":"https://openalex.org/I2801795740","display_name":"Hospital de Sant Pau","ror":"https://ror.org/059n1d175","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I2801795740"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Fortea","raw_affiliation_strings":["Sant Pau Memory Unit, Hospital de Sant Pau i la Santa Creu, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1340-638X","affiliations":[{"raw_affiliation_string":"Sant Pau Memory Unit, Hospital de Sant Pau i la Santa Creu, Barcelona, Spain","institution_ids":["https://openalex.org/I2801795740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079641305","display_name":"Mateus Rozalem Aranha","orcid":"https://orcid.org/0000-0001-9594-292X"},"institutions":[{"id":"https://openalex.org/I2801795740","display_name":"Hospital de Sant Pau","ror":"https://ror.org/059n1d175","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I2801795740"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mateus Rozalem Aranha","raw_affiliation_strings":["Sant Pau Memory Unit, Hospital de Sant Pau i la Santa Creu, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0001-9594-292X","affiliations":[{"raw_affiliation_string":"Sant Pau Memory Unit, Hospital de Sant Pau i la Santa Creu, Barcelona, Spain","institution_ids":["https://openalex.org/I2801795740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044569718","display_name":"Yann Heuz\u00e9","orcid":"https://orcid.org/0000-0002-0660-9613"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yann Heuz\u00e9","raw_affiliation_strings":["Universit\u00e9 Bordeaux, CNRS-PACEA, UMR 5199, Pessac, France"],"raw_orcid":"https://orcid.org/0000-0002-0660-9613","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Bordeaux, CNRS-PACEA, UMR 5199, Pessac, France","institution_ids":["https://openalex.org/I15057530","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030740506","display_name":"Neus Mart\u00ednez\u2010Abad\u00edas","orcid":"https://orcid.org/0000-0003-3061-2123"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Neus Mart\u00ednez-Abad\u00edas","raw_affiliation_strings":["Departament de Biologia Evolutiva, Ecologia i Ci\u00e8ncies Ambientals (BEECA), Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-3061-2123","affiliations":[{"raw_affiliation_string":"Departament de Biologia Evolutiva, Ecologia i Ci\u00e8ncies Ambientals (BEECA), Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039293393","display_name":"Xavier Sevillano","orcid":"https://orcid.org/0000-0002-6209-3033"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xavier Sevillano","raw_affiliation_strings":["HER - Human-Environment Research Group, La Salle - URL, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6209-3033","affiliations":[{"raw_affiliation_string":"HER - Human-Environment Research Group, La Salle - URL, Barcelona, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004145133"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.2917,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97153628,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"207","last_page":"221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9545000195503235,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9545000195503235,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9419000148773193,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9276000261306763,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7816832065582275},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6414161920547485},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.43350058794021606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42287325859069824},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3821518123149872},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3590524196624756},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.34081143140792847},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3392655849456787},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07937979698181152}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7816832065582275},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6414161920547485},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.43350058794021606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42287325859069824},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3821518123149872},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3590524196624756},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.34081143140792847},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3392655849456787},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07937979698181152}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-91721-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-91721-9_13","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W2147245915","https://openalex.org/W2301358467","https://openalex.org/W2595668780","https://openalex.org/W2802376646","https://openalex.org/W2804894270","https://openalex.org/W2947938707","https://openalex.org/W2962785568","https://openalex.org/W2995808388","https://openalex.org/W3038008717","https://openalex.org/W3089028909","https://openalex.org/W3129166376","https://openalex.org/W3169077988","https://openalex.org/W3198409653","https://openalex.org/W4285097303","https://openalex.org/W4295067464","https://openalex.org/W4296959861","https://openalex.org/W4297828509","https://openalex.org/W4312749295","https://openalex.org/W4321760728","https://openalex.org/W4377695098","https://openalex.org/W4385436554","https://openalex.org/W4387211840"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4391584540","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4395044357","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W2087346071","https://openalex.org/W2967848559"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}