{"id":"https://openalex.org/W4414809619","doi":"https://doi.org/10.1007/978-3-032-05461-6_36","title":"A Novel AI Approach for\u00a0the\u00a0Diagnosis of\u00a0Alzheimer\u2019s Disease from\u00a0Multi-modal Incomplete Data","display_name":"A Novel AI Approach for\u00a0the\u00a0Diagnosis of\u00a0Alzheimer\u2019s Disease from\u00a0Multi-modal Incomplete Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414809619","doi":"https://doi.org/10.1007/978-3-032-05461-6_36"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05461-6_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05461-6_36","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":"conference-paper","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/A5119841018","display_name":"Veronica Buttaro","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Veronica Buttaro","raw_affiliation_strings":["CoE R& D, Lutech SpA, Bari, Italy","Dept. of Computer Science, University of Bari Aldo Moro, Bari, Italy"],"raw_orcid":"https://orcid.org/0009-0007-9910-8538","affiliations":[{"raw_affiliation_string":"CoE R& D, Lutech SpA, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Dept. of Computer Science, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052820686","display_name":"G. Lamanna","orcid":"https://orcid.org/0009-0004-5061-2010"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Lamanna","raw_affiliation_strings":["CoE R& D, Lutech SpA, Bari, Italy"],"raw_orcid":"https://orcid.org/0009-0004-5061-2010","affiliations":[{"raw_affiliation_string":"CoE R& D, Lutech SpA, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Donato Massaro","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]},{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Donato Massaro","raw_affiliation_strings":["CoE R& D, Lutech SpA, Bari, Italy","Department of Electrical and Information Engineering, Politecnico di Bari, Bari, Italy","Dept. of Computer Science, University of Bari Aldo Moro, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CoE R& D, Lutech SpA, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Department of Electrical and Information Engineering, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"Dept. of Computer Science, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068855397","display_name":"Claudio B. Caporusso","orcid":"https://orcid.org/0000-0002-4435-6602"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio B. Caporusso","raw_affiliation_strings":["CoE R& D, Lutech SpA, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4435-6602","affiliations":[{"raw_affiliation_string":"CoE R& D, Lutech SpA, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059781945","display_name":"Gianvito Pio","orcid":"https://orcid.org/0000-0003-2520-3616"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianvito Pio","raw_affiliation_strings":["Dept. of Computer Science, University of Bari Aldo Moro, Bari, Italy","University of Bari, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2520-3616","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073750332","display_name":"Michelangelo Ceci","orcid":"https://orcid.org/0000-0002-6690-7583"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michelangelo Ceci","raw_affiliation_strings":["Dept. of Computer Science, University of Bari Aldo Moro, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0002-6690-7583","affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":null,"display_name":"Alzheimer\u2019s Disease Neuroimaging Initiative","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alzheimer\u2019s Disease Neuroimaging Initiative","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5119841018"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"555","last_page":"570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9940999746322632,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6252999901771545},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5641000270843506},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.48350000381469727},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.4754999876022339},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.4214000105857849},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4131999909877777},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.37400001287460327},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.35740000009536743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8355000019073486},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6252999901771545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5734000205993652},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5641000270843506},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5260000228881836},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.48350000381469727},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.4754999876022339},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.4214000105857849},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4131999909877777},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.37400001287460327},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.35740000009536743},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3544999957084656},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35370001196861267},{"id":"https://openalex.org/C2781121602","wikidata":"https://www.wikidata.org/wiki/Q3504403","display_name":"Modular neural network","level":4,"score":0.34220001101493835},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.34060001373291016},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3296000063419342},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.303600013256073},{"id":"https://openalex.org/C3019692148","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Therapeutic modalities","level":2,"score":0.29809999465942383},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C3018822202","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Patient data","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C19527686","wikidata":"https://www.wikidata.org/wiki/Q1665453","display_name":"System integration","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-05461-6_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05461-6_36","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1865351636","https://openalex.org/W1899329334","https://openalex.org/W1901129140","https://openalex.org/W1954511433","https://openalex.org/W1982325931","https://openalex.org/W2063375278","https://openalex.org/W2077902449","https://openalex.org/W2117340355","https://openalex.org/W2118933070","https://openalex.org/W2290190008","https://openalex.org/W2338257936","https://openalex.org/W2619383789","https://openalex.org/W2962934715","https://openalex.org/W3119799748","https://openalex.org/W3127597934","https://openalex.org/W3134925858","https://openalex.org/W3158596096","https://openalex.org/W3179475203","https://openalex.org/W4206042814","https://openalex.org/W4214898695","https://openalex.org/W4220652220","https://openalex.org/W4312927341","https://openalex.org/W4392028861","https://openalex.org/W4396898729","https://openalex.org/W4399715004"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}