{"id":"https://openalex.org/W7087606285","doi":"https://doi.org/10.1007/978-3-032-07845-2_11","title":"The Data Behind the\u00a0Model: Gaps and\u00a0Opportunities for\u00a0Foundation Models in\u00a0Brain Imaging","display_name":"The Data Behind the\u00a0Model: Gaps and\u00a0Opportunities for\u00a0Foundation Models in\u00a0Brain Imaging","publication_year":2025,"publication_date":"2025-10-11","ids":{"openalex":"https://openalex.org/W7087606285","doi":"https://doi.org/10.1007/978-3-032-07845-2_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-07845-2_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-07845-2_11","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":null,"display_name":"Salah Ghamizi","orcid":"https://orcid.org/0000-0002-0738-8250"},"institutions":[{"id":"https://openalex.org/I4210101141","display_name":"Luxembourg Institute of Health","ror":"https://ror.org/012m8gv78","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210101141"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Salah Ghamizi","raw_affiliation_strings":["Luxembourg Institute of Health (LIH), Esch-sur-Alzette, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0002-0738-8250","affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Health (LIH), Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I4210101141"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Georgia Kanli","orcid":"https://orcid.org/0000-0001-8713-9838"},"institutions":[{"id":"https://openalex.org/I4210101141","display_name":"Luxembourg Institute of Health","ror":"https://ror.org/012m8gv78","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210101141"]},{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ","LU"],"is_corresponding":false,"raw_author_name":"Georgia Kanli","raw_affiliation_strings":["Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno, Czech Republic","Luxembourg Institute of Health (LIH), Esch-sur-Alzette, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0001-8713-9838","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno, Czech Republic","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Luxembourg Institute of Health (LIH), Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I4210101141"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Magali Perquin","orcid":"https://orcid.org/0000-0002-0386-0212"},"institutions":[{"id":"https://openalex.org/I4210101141","display_name":"Luxembourg Institute of Health","ror":"https://ror.org/012m8gv78","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210101141"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Magali Perquin","raw_affiliation_strings":["Luxembourg Institute of Health (LIH), Esch-sur-Alzette, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0002-0386-0212","affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Health (LIH), Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I4210101141"]}]},{"author_position":"last","author":{"id":null,"display_name":"Olivier Keunen","orcid":"https://orcid.org/0000-0003-2203-7026"},"institutions":[{"id":"https://openalex.org/I4210101141","display_name":"Luxembourg Institute of Health","ror":"https://ror.org/012m8gv78","country_code":"LU","type":"nonprofit","lineage":["https://openalex.org/I4210101141"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Olivier Keunen","raw_affiliation_strings":["Luxembourg Institute of Health (LIH), Esch-sur-Alzette, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0003-2203-7026","affiliations":[{"raw_affiliation_string":"Luxembourg Institute of Health (LIH), Esch-sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I4210101141"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210101141"],"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":0.7956382,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"109","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.28630000352859497,"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"}},"topics":[{"id":"https://openalex.org/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.28630000352859497,"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"}},{"id":"https://openalex.org/T10654","display_name":"Pneumonia and Respiratory Infections","score":0.09290000051259995,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.05550000071525574,"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/neuroimaging","display_name":"Neuroimaging","score":0.8443999886512756},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5444999933242798},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.5268999934196472},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5130000114440918},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43880000710487366},{"id":"https://openalex.org/keywords/brain-disease","display_name":"Brain disease","score":0.4101000130176544},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3912999927997589},{"id":"https://openalex.org/keywords/brain-atlas","display_name":"Brain atlas","score":0.37139999866485596}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.8443999886512756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6953999996185303},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5444999933242798},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.5268999934196472},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5130000114440918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49799999594688416},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46000000834465027},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43880000710487366},{"id":"https://openalex.org/C2991673738","wikidata":"https://www.wikidata.org/wiki/Q5062122","display_name":"Brain disease","level":3,"score":0.4101000130176544},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4090999960899353},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3912999927997589},{"id":"https://openalex.org/C2780972224","wikidata":"https://www.wikidata.org/wiki/Q17047956","display_name":"Brain atlas","level":2,"score":0.37139999866485596},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.31470000743865967},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C2993059035","wikidata":"https://www.wikidata.org/wiki/Q1073","display_name":"Brain research","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C145940234","wikidata":"https://www.wikidata.org/wiki/Q4955830","display_name":"Brain morphometry","level":3,"score":0.29899999499320984},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C50231774","wikidata":"https://www.wikidata.org/wiki/Q639842","display_name":"Brain mapping","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C2993262781","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Clinical imaging","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.26969999074935913},{"id":"https://openalex.org/C57177791","wikidata":"https://www.wikidata.org/wiki/Q1038886","display_name":"Imaging science","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.25609999895095825},{"id":"https://openalex.org/C2911163904","wikidata":"https://www.wikidata.org/wiki/Q1474590","display_name":"Functional Brain Imaging","level":3,"score":0.2558000087738037}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-07845-2_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-07845-2_11","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":20,"referenced_works":["https://openalex.org/W2082704080","https://openalex.org/W2123957845","https://openalex.org/W2124260444","https://openalex.org/W2150534249","https://openalex.org/W2809330972","https://openalex.org/W2940648811","https://openalex.org/W2995808388","https://openalex.org/W3010138595","https://openalex.org/W3011210785","https://openalex.org/W3096019617","https://openalex.org/W4311767714","https://openalex.org/W4385546024","https://openalex.org/W4394007316","https://openalex.org/W4396718191","https://openalex.org/W4397028785","https://openalex.org/W4401751316","https://openalex.org/W4402620013","https://openalex.org/W4404514557","https://openalex.org/W4407568326","https://openalex.org/W6891784632"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-11T00:00:00"}