{"id":"https://openalex.org/W3038748576","doi":"https://doi.org/10.1109/jbhi.2020.3006925","title":"Prediction of Alzheimer's Disease Progression with Multi-Information Generative Adversarial Network","display_name":"Prediction of Alzheimer's Disease Progression with Multi-Information Generative Adversarial Network","publication_year":2020,"publication_date":"2020-07-03","ids":{"openalex":"https://openalex.org/W3038748576","doi":"https://doi.org/10.1109/jbhi.2020.3006925","mag":"3038748576","pmid":"https://pubmed.ncbi.nlm.nih.gov/32750952"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2020.3006925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3006925","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101764337","display_name":"Yan Zhao","orcid":"https://orcid.org/0000-0001-5363-0098"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Zhao","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017073473","display_name":"Baoqiang Ma","orcid":"https://orcid.org/0000-0002-6461-1244"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoqiang Ma","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013515431","display_name":"Pengbo Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengbo Jiang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009924576","display_name":"Debin Zeng","orcid":"https://orcid.org/0000-0002-0138-1314"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Debin Zeng","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014600681","display_name":"Xuetong Wang","orcid":"https://orcid.org/0000-0002-3448-9276"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuetong Wang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100733003","display_name":"Shuyu Li","orcid":"https://orcid.org/0000-0002-3459-6821"},"institutions":[{"id":"https://openalex.org/I4210165198","display_name":"Beijing Advanced Sciences and Innovation Center","ror":"https://ror.org/05qm21180","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165198"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyu Li","raw_affiliation_strings":["Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","School of Biological Science and Medical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3459-6821","affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101764337"],"corresponding_institution_ids":["https://openalex.org/I4210165198","https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":7.0456,"has_fulltext":false,"cited_by_count":110,"citation_normalized_percentile":{"value":0.97836217,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"25","issue":"3","first_page":"711","last_page":"719"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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":0.9962999820709229,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.7174184322357178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6259732246398926},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5813186168670654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.552783727645874},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.49660593271255493},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.47392258048057556},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4279520511627197},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41531193256378174},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3569718599319458},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3376903235912323},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.3233277201652527},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2670544385910034},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.25312793254852295},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17399898171424866},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1384323239326477}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.7174184322357178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6259732246398926},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5813186168670654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.552783727645874},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.49660593271255493},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.47392258048057556},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4279520511627197},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41531193256378174},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3569718599319458},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3376903235912323},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3233277201652527},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2670544385910034},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.25312793254852295},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17399898171424866},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1384323239326477}],"mesh":[{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019636","descriptor_name":"Neurodegenerative Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019636","descriptor_name":"Neurodegenerative Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019636","descriptor_name":"Neurodegenerative Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2020.3006925","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2020.3006925","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:32750952","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32750952","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:pure.rug.nl:openaire_cris_publications/84d03640-8c52-41df-88e9-2c07d8ed1bb2","is_oa":false,"landing_page_url":"https://research.rug.nl/en/publications/84d03640-8c52-41df-88e9-2c07d8ed1bb2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhao , Y , Ma , B , Jiang , P , Zeng , D , Wang , X & Li , S 2021 , ' Prediction of Alzheimer's Disease Progression with Multi-Information Generative Adversarial Network ' , IEEE Journal of Biomedical and Health Informatics . https://doi.org/10.1109/JBHI.2020.3006925","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1000357739","display_name":null,"funder_award_id":"81622025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6003444786","display_name":null,"funder_award_id":"81972160","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6149950992","display_name":null,"funder_award_id":"SKLSDE-2019ZX-21","funder_id":"https://openalex.org/F4320326978","funder_display_name":"State Key Laboratory of Software Development Environment"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326978","display_name":"State Key Laboratory of Software Development Environment","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1984737558","https://openalex.org/W2074205939","https://openalex.org/W2099471712","https://openalex.org/W2122696581","https://openalex.org/W2170505850","https://openalex.org/W2175191116","https://openalex.org/W2567079332","https://openalex.org/W2582180708","https://openalex.org/W2742264276","https://openalex.org/W2762081760","https://openalex.org/W2782117342","https://openalex.org/W2789337348","https://openalex.org/W2789348411","https://openalex.org/W2789488272","https://openalex.org/W2789588857","https://openalex.org/W2789728745","https://openalex.org/W2790793038","https://openalex.org/W2793877525","https://openalex.org/W2794022343","https://openalex.org/W2890139949","https://openalex.org/W2890184610","https://openalex.org/W2890928570","https://openalex.org/W2891156150","https://openalex.org/W2891326750","https://openalex.org/W2891669248","https://openalex.org/W2900700660","https://openalex.org/W2900856701","https://openalex.org/W2901932536","https://openalex.org/W2905038296","https://openalex.org/W2933881608","https://openalex.org/W2945472816","https://openalex.org/W2950680182","https://openalex.org/W2963073614","https://openalex.org/W2963351448","https://openalex.org/W2963420272","https://openalex.org/W2963446712","https://openalex.org/W2963691377","https://openalex.org/W2963768110","https://openalex.org/W2979357720","https://openalex.org/W4211050998","https://openalex.org/W4297772798","https://openalex.org/W4320013936","https://openalex.org/W4366229176","https://openalex.org/W6639824700","https://openalex.org/W6691096134","https://openalex.org/W6754795430"],"related_works":["https://openalex.org/W2466816617","https://openalex.org/W2409059799","https://openalex.org/W364817481","https://openalex.org/W2327340211","https://openalex.org/W1972242255","https://openalex.org/W2027542625","https://openalex.org/W2890927416","https://openalex.org/W4292199793","https://openalex.org/W2775021631","https://openalex.org/W4389345324"],"abstract_inverted_index":{"Alzheimer's":[0,173],"disease":[1,98],"(AD)":[2],"is":[3,13,31],"a":[4,57,97,104,124,133],"chronic":[5],"neurodegenerative":[6],"disease,":[7],"and":[8,39,123,162,201,207,223],"its":[9,40],"long-term":[10],"progression":[11,99],"prediction":[12,100],"definitely":[14],"important.":[15],"The":[16,65,145],"structural":[17,186],"Magnetic":[18],"Resonance":[19],"Imaging":[20],"(sMRI)":[21],"can":[22,68,147],"be":[23],"used":[24],"to":[25,82,111,136],"characterize":[26],"the":[27,50,74,138,142,157,165,172,181,185,193,198,202,210],"cortical":[28],"atrophy":[29],"that":[30,102],"closely":[32],"coupled":[33],"with":[34,120,132,184,220],"clinical":[35,139],"symptoms":[36],"in":[37,218],"AD":[38],"prodromal":[41],"stages.":[42],"Many":[43],"existing":[44],"methods":[45],"have":[46],"focused":[47],"on":[48,156,171],"predicting":[49],"cognitive":[51,75],"scores":[52],"at":[53,89,164,197],"future":[54,90],"time-points":[55],"using":[56],"set":[58],"of":[59,141,190],"morphological":[60],"features":[61],"derived":[62],"from":[63],"sMRI.":[64],"3D":[66,105,125,151,159],"sMRI":[67,161],"provide":[69],"more":[70],"massive":[71],"information":[72],"than":[73],"scores.":[76],"However,":[77],"very":[78],"few":[79],"works":[80],"consider":[81],"predict":[83,112],"an":[84,121],"individual":[85,150,158],"brain":[86,116,152,160],"MRI":[87,153,195],"image":[88,154],"time-points.":[91],"In":[92],"this":[93],"article,":[94],"we":[95],"propose":[96],"framework":[101],"comprises":[103],"multi-information":[106,163],"generative":[107],"adversarial":[108],"network":[109,130],"(mi-GAN)":[110],"what":[113],"one's":[114],"whole":[115],"will":[117],"look":[118],"like":[119],"interval,":[122],"DenseNet":[126],"based":[127],"multi-class":[128],"classification":[129],"optimized":[131],"focal":[134,208],"loss":[135],"determine":[137],"stage":[140],"estimated":[143],"brain.":[144],"mi-GAN":[146,179,206],"generate":[148],"high-quality":[149],"conditioning":[155],"baseline":[166],"time-point.":[167],"Experiments":[168],"are":[169],"implemented":[170],"Disease":[174],"Neuroimaging":[175],"Initiative":[176],"(ADNI).":[177],"Our":[178],"shows":[180],"state-of-the-art":[182],"performance":[183],"similarity":[187],"index":[188],"(SSIM)":[189],"0.943":[191],"between":[192],"real":[194],"images":[196],"fourth":[199],"year":[200],"generated":[203],"ones.":[204],"With":[205],"loss,":[209],"pMCI":[211],"vs.":[212],"sMCI":[213],"accuracy":[214],"achieves":[215],"6.04%":[216],"improvement":[217],"comparison":[219],"conditional":[221],"GAN":[222],"cross":[224],"entropy":[225],"loss.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":29},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":8}],"updated_date":"2026-05-11T08:15:01.531666","created_date":"2025-10-10T00:00:00"}