{"id":"https://openalex.org/W1535448720","doi":"https://doi.org/10.1109/jbhi.2015.2429556","title":"A Robust Deep Model for Improved Classification of AD/MCI Patients","display_name":"A Robust Deep Model for Improved Classification of AD/MCI Patients","publication_year":2015,"publication_date":"2015-05-04","ids":{"openalex":"https://openalex.org/W1535448720","doi":"https://doi.org/10.1109/jbhi.2015.2429556","mag":"1535448720","pmid":"https://pubmed.ncbi.nlm.nih.gov/25955998"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2015.2429556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2429556","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digitalcommons.odu.edu/ece_fac_pubs/144","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100448896","display_name":"Feng Li","orcid":"https://orcid.org/0000-0002-3895-0437"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Old Dominion University, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077602332","display_name":"Loc Tran","orcid":"https://orcid.org/0000-0002-0108-503X"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Loc Tran","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Old Dominion University, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075744244","display_name":"Kim\u2010Han Thung","orcid":"https://orcid.org/0000-0003-1379-2185"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kim-Han Thung","raw_affiliation_strings":["Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052278550","display_name":"Shuiwang Ji","orcid":"https://orcid.org/0000-0002-4205-4563"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuiwang Ji","raw_affiliation_strings":["Department of Computer Science, Old Dominion University, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang Shen","orcid":"https://orcid.org/0000-0002-7934-5698"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea","Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006956791","display_name":"Li Jiang","orcid":"https://orcid.org/0000-0003-1740-5525"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiang Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Old Dominion University, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.9674,"has_fulltext":false,"cited_by_count":306,"citation_normalized_percentile":{"value":0.99352241,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"19","issue":"5","first_page":"1610","last_page":"1616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.8424000144004822,"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"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.8424000144004822,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.039400000125169754,"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/T10086","display_name":"Alzheimer's disease research and treatments","score":0.011099999770522118,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/dropout","display_name":"Dropout (neural networks)","score":0.8032572865486145},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7813615798950195},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7734558582305908},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7728459239006042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6684166789054871},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5338495969772339},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.48477572202682495},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.4383813142776489},{"id":"https://openalex.org/keywords/alzheimers-disease-neuroimaging-initiative","display_name":"Alzheimer's Disease Neuroimaging Initiative","score":0.42312443256378174},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.29487448930740356},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.278930127620697},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12030169367790222},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11764451861381531}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.8032572865486145},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7813615798950195},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7734558582305908},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7728459239006042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6684166789054871},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5338495969772339},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.48477572202682495},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.4383813142776489},{"id":"https://openalex.org/C2778373026","wikidata":"https://www.wikidata.org/wiki/Q4738819","display_name":"Alzheimer's Disease Neuroimaging Initiative","level":4,"score":0.42312443256378174},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.29487448930740356},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.278930127620697},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12030169367790222},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11764451861381531}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D025341","descriptor_name":"Principal Component Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/jbhi.2015.2429556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2429556","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:25955998","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25955998","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:digitalcommons.odu.edu:ece_fac_pubs-1149","is_oa":true,"landing_page_url":"https://digitalcommons.odu.edu/ece_fac_pubs/144","pdf_url":"https://digitalcommons.odu.edu/ece_fac_pubs/144","source":{"id":"https://openalex.org/S4377196314","display_name":"ODU Digital Commons (Old Dominion University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I81365321","host_organization_name":"Old Dominion University","host_organization_lineage":["https://openalex.org/I81365321"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical &amp; Computer Engineering Faculty Publications","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4573581","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4573581","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:digitalcommons.odu.edu:ece_fac_pubs-1149","is_oa":true,"landing_page_url":"https://digitalcommons.odu.edu/ece_fac_pubs/144","pdf_url":"https://digitalcommons.odu.edu/ece_fac_pubs/144","source":{"id":"https://openalex.org/S4377196314","display_name":"ODU Digital Commons (Old Dominion University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I81365321","host_organization_name":"Old Dominion University","host_organization_lineage":["https://openalex.org/I81365321"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical &amp; Computer Engineering Faculty Publications","raw_type":"article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1114581953","display_name":null,"funder_award_id":"AG042599","funder_id":"https://openalex.org/F4320320893","funder_display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale"},{"id":"https://openalex.org/G1234639804","display_name":null,"funder_award_id":"MH100217","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G1237273887","display_name":null,"funder_award_id":"R01 AG042599","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1307525989","display_name":null,"funder_award_id":"EB006733","funder_id":"https://openalex.org/F4320320893","funder_display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale"},{"id":"https://openalex.org/G1520354424","display_name":null,"funder_award_id":"R01 AG041721","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1529334509","display_name":null,"funder_award_id":"R01 EB008374","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G2391590095","display_name":null,"funder_award_id":"R01 MH100217","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G2686953907","display_name":null,"funder_award_id":"EB006733","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G3258782064","display_name":null,"funder_award_id":"EB009634","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G4262755671","display_name":null,"funder_award_id":"EB009634","funder_id":"https://openalex.org/F4320320893","funder_display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale"},{"id":"https://openalex.org/G4798393751","display_name":null,"funder_award_id":"EB008374","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G6005782556","display_name":null,"funder_award_id":"MH100217","funder_id":"https://openalex.org/F4320320893","funder_display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale"},{"id":"https://openalex.org/G6623160951","display_name":null,"funder_award_id":"R01 EB006733","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G6919732172","display_name":null,"funder_award_id":"AG042599","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G701394179","display_name":null,"funder_award_id":"EB008374","funder_id":"https://openalex.org/F4320320893","funder_display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale"},{"id":"https://openalex.org/G7662282662","display_name":null,"funder_award_id":"R01 EB009634","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G8762101895","display_name":null,"funder_award_id":"AG041721","funder_id":"https://openalex.org/F4320320893","funder_display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale"},{"id":"https://openalex.org/G93323634","display_name":null,"funder_award_id":"AG041721","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"}],"funders":[{"id":"https://openalex.org/F4320320893","display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","ror":"https://ror.org/02vjkv261"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1535448720.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W100464641","https://openalex.org/W130842367","https://openalex.org/W1470520158","https://openalex.org/W1904365287","https://openalex.org/W1948745668","https://openalex.org/W1964793333","https://openalex.org/W1973546808","https://openalex.org/W1998635907","https://openalex.org/W2035695037","https://openalex.org/W2072128103","https://openalex.org/W2095705004","https://openalex.org/W2102508963","https://openalex.org/W2110822444","https://openalex.org/W2119821739","https://openalex.org/W2128251808","https://openalex.org/W2131479143","https://openalex.org/W2135046866","https://openalex.org/W2136922672","https://openalex.org/W2136936677","https://openalex.org/W2138857742","https://openalex.org/W2143285014","https://openalex.org/W2146089088","https://openalex.org/W2148694408","https://openalex.org/W2163922914","https://openalex.org/W2184188583","https://openalex.org/W2496323672","https://openalex.org/W2562162676","https://openalex.org/W2606321545","https://openalex.org/W2889574304","https://openalex.org/W2913340405","https://openalex.org/W2969438869","https://openalex.org/W3014251530","https://openalex.org/W3209042722","https://openalex.org/W4231109964","https://openalex.org/W4239510810","https://openalex.org/W4396952261","https://openalex.org/W6640036494","https://openalex.org/W6640764873","https://openalex.org/W6676327385","https://openalex.org/W6679468046","https://openalex.org/W6680066585","https://openalex.org/W6680300913","https://openalex.org/W6686207219"],"related_works":["https://openalex.org/W4298017035","https://openalex.org/W3128220493","https://openalex.org/W2792147139","https://openalex.org/W3110700750","https://openalex.org/W2998675825","https://openalex.org/W4226354336","https://openalex.org/W4394636190","https://openalex.org/W2736804899","https://openalex.org/W2897443685","https://openalex.org/W4307654087"],"abstract_inverted_index":{"Accurate":[0],"classification":[1,153],"of":[2,22,28,39,66,95],"Alzheimer's":[3],"disease":[4],"(AD)":[5],"and":[6,25,72,110,129,134],"its":[7,87],"prodromal":[8],"stage,":[9],"mild":[10],"cognitive":[11],"impairment":[12,24],"(MCI),":[13],"plays":[14],"a":[15,40,56,92,111],"critical":[16],"role":[17],"in":[18,97,148],"possibly":[19],"preventing":[20,86],"progression":[21,64],"memory":[23],"improving":[26,151],"quality":[27],"life":[29],"for":[30,48,132],"AD":[31,49,67,133,149],"patients.":[32],"Among":[33],"many":[34],"research":[35],"tasks,":[36],"it":[37],"is":[38,91,145],"particular":[41],"interest":[42],"to":[43,61,80,125,161],"identify":[44,62],"noninvasive":[45],"imaging":[46],"biomarkers":[47],"diagnosis.":[50,137],"In":[51,100],"this":[52],"paper,":[53],"we":[54,102],"present":[55],"robust":[57],"deep":[58,83,98,117,164],"learning":[59,84,108,113,118,165],"system":[60],"different":[63],"stages":[65],"patients":[68],"based":[69],"on":[70,157],"MRI":[71],"PET":[73],"scans.":[74],"We":[75,120],"utilized":[76],"the":[77,116,122,126,142,152,162],"dropout":[78,143],"technique":[79,144],"improve":[81],"classical":[82,163],"by":[85,155],"weight":[88],"coadaptation,":[89],"which":[90],"typical":[93],"cause":[94],"overfitting":[96],"learning.":[99],"addition,":[101],"incorporated":[103],"stability":[104],"selection,":[105],"an":[106],"adaptive":[107],"factor,":[109],"multitask":[112],"strategy":[114],"into":[115],"framework.":[119],"applied":[121],"proposed":[123],"method":[124],"ADNI":[127],"dataset,":[128],"conducted":[130],"experiments":[131],"MCI":[135],"conversion":[136],"Experimental":[138],"results":[139],"showed":[140],"that":[141],"very":[146],"effective":[147],"diagnosis,":[150],"accuracies":[154],"5.9%":[156],"average":[158],"as":[159],"compared":[160],"methods.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":32},{"year":2022,"cited_by_count":33},{"year":2021,"cited_by_count":59},{"year":2020,"cited_by_count":42},{"year":2019,"cited_by_count":26},{"year":2018,"cited_by_count":26},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":3}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
