{"id":"https://openalex.org/W4403510431","doi":"https://doi.org/10.1007/978-3-031-74561-4_8","title":"MNA-net: Multimodal Neuroimaging Attention-Based Architecture for\u00a0Cognitive Decline Prediction","display_name":"MNA-net: Multimodal Neuroimaging Attention-Based Architecture for\u00a0Cognitive Decline Prediction","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403510431","doi":"https://doi.org/10.1007/978-3-031-74561-4_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74561-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74561-4_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/A5108894468","display_name":"Jamie Vo","orcid":"https://orcid.org/0009-0004-8421-0538"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Jamie Vo","raw_affiliation_strings":["Department of Computer Science and Software Engineering, University of Western Australia, Crawley, WA, Australia"],"raw_orcid":"https://orcid.org/0009-0004-8421-0538","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, University of Western Australia, Crawley, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044043482","display_name":"Naeha Sharif","orcid":"https://orcid.org/0000-0001-8351-6288"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Naeha Sharif","raw_affiliation_strings":["Department of Computer Science and Software Engineering, University of Western Australia, Crawley, WA, Australia"],"raw_orcid":"https://orcid.org/0000-0001-8351-6288","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, University of Western Australia, Crawley, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023496317","display_name":"Ghulam Mubashar Hassan","orcid":"https://orcid.org/0000-0002-6636-8807"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ghulam Mubashar Hassan","raw_affiliation_strings":["Department of Computer Science and Software Engineering, University of Western Australia, Crawley, WA, Australia"],"raw_orcid":"https://orcid.org/0000-0002-6636-8807","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, University of Western Australia, Crawley, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5108894468"],"corresponding_institution_ids":["https://openalex.org/I177877127"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.922,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95370079,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.8283270597457886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7704265117645264},{"id":"https://openalex.org/keywords/cognitive-architecture","display_name":"Cognitive architecture","score":0.6252834796905518},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5418996810913086},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.48583313822746277},{"id":"https://openalex.org/keywords/cognitive-decline","display_name":"Cognitive decline","score":0.4226377606391907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4179847240447998},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.360471248626709},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12045466899871826},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.11300459504127502},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10487627983093262}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.8283270597457886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7704265117645264},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.6252834796905518},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5418996810913086},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.48583313822746277},{"id":"https://openalex.org/C2984863031","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Cognitive decline","level":4,"score":0.4226377606391907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4179847240447998},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.360471248626709},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12045466899871826},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.11300459504127502},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10487627983093262},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-74561-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74561-4_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:pure.atira.dk:publications/6bebbe2b-ec6f-4217-8037-ae0ac8b50b85","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/6bebbe2b-ec6f-4217-8037-ae0ac8b50b85","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vo, J, Sharif, N & Hassan, M 2025, MNA-net : Multimodal Neuroimaging Attention-Based Architecture for Cognitive Decline Prediction. in I Rekik, E Adeli, S H Park & C Cintas (eds), Predictive Intelligence in Medicine : 7th International Workshop, PRIME 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 15155 LNCS, Springer, Switzerland, pp. 86-98, International Workshop on PRedictive Intelligence In MEdicine at MICCAI 2024, Marrakech, Morocco, 18/10/24. https://doi.org/10.1007/978-3-031-74561-4_8","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2017022537","https://openalex.org/W2094698071","https://openalex.org/W2129497119","https://openalex.org/W2142367912","https://openalex.org/W2309442902","https://openalex.org/W2790793038","https://openalex.org/W2791282053","https://openalex.org/W2942882625","https://openalex.org/W2963616706","https://openalex.org/W2995808388","https://openalex.org/W3120774838","https://openalex.org/W3160693705","https://openalex.org/W4235770099","https://openalex.org/W4285097303","https://openalex.org/W4296800293","https://openalex.org/W4307905102","https://openalex.org/W4312453177","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2546298579","https://openalex.org/W2183362005","https://openalex.org/W2506604576","https://openalex.org/W2398542563","https://openalex.org/W2134748080","https://openalex.org/W2341991338","https://openalex.org/W1570079447","https://openalex.org/W4283823896","https://openalex.org/W4399665024","https://openalex.org/W2601605501"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-07T14:30:12.667765","created_date":"2025-10-10T00:00:00"}