{"id":"https://openalex.org/W4406046900","doi":"https://doi.org/10.1109/tmi.2024.3525022","title":"Amyloid-\u03b2 Deposition Prediction With Large Language Model Driven and Task-Oriented Learning of Brain Functional Networks","display_name":"Amyloid-\u03b2 Deposition Prediction With Large Language Model Driven and Task-Oriented Learning of Brain Functional Networks","publication_year":2025,"publication_date":"2025-01-03","ids":{"openalex":"https://openalex.org/W4406046900","doi":"https://doi.org/10.1109/tmi.2024.3525022","pmid":"https://pubmed.ncbi.nlm.nih.gov/40030867"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3525022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3525022","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","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/A5119393227","display_name":"Yuxiao Liu","orcid":"https://orcid.org/0009-0003-8298-5420"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiao Liu","raw_affiliation_strings":["School of Biomedical Engineering and the State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","School of Biomedical Engineering &#x0026; State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0003-8298-5420","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering and the State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"School of Biomedical Engineering &#x0026; State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058203667","display_name":"Mianxin Liu","orcid":"https://orcid.org/0000-0001-5171-778X"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mianxin Liu","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-5171-778X","affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073331507","display_name":"Yuanwang Zhang","orcid":"https://orcid.org/0009-0003-4016-7286"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanwang Zhang","raw_affiliation_strings":["School of Biomedical Engineering and the State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","School of Biomedical Engineering &#x0026; State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0003-4016-7286","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering and the State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"School of Biomedical Engineering &#x0026; State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102690000","display_name":"Yihui Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihui Guan","raw_affiliation_strings":["PET Center, Huashan Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PET Center, Huashan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210159575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088012417","display_name":"Qihao Guo","orcid":"https://orcid.org/0000-0001-5079-8047"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihao Guo","raw_affiliation_strings":["Department of Gerontology, Shanghai Jiao Tong University Affiliated Sixth People&#x2019;s Hospital, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gerontology, Shanghai Jiao Tong University Affiliated Sixth People&#x2019;s Hospital, Shanghai, China","institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210144482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047243131","display_name":"Fang Xie","orcid":"https://orcid.org/0000-0003-2667-281X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210159575","display_name":"Huashan Hospital","ror":"https://ror.org/05201qm87","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210159575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Xie","raw_affiliation_strings":["PET Center, Huashan Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PET Center, Huashan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067","https://openalex.org/I4210159575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang Shen","orcid":"https://orcid.org/0000-0002-7934-5698"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]},{"id":"https://openalex.org/I4210135459","display_name":"United Imaging Healthcare (China)","ror":"https://ror.org/03qqw3m37","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135459"]},{"id":"https://openalex.org/I4210157781","display_name":"Shanghai Clinical Research Center","ror":"https://ror.org/057tkkm33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210157781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["School of Biomedical Engineering and the State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","Shanghai United Imaging Intelligence Co., Ltd, Shanghai, China","School of Biomedical Engineering &#x0026; State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","Shanghai Clinical Research and Trial Center, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7934-5698","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering and the State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai United Imaging Intelligence Co., Ltd, Shanghai, China","institution_ids":["https://openalex.org/I4210135459"]},{"raw_affiliation_string":"School of Biomedical Engineering &#x0026; State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]},{"raw_affiliation_string":"Shanghai Clinical Research and Trial Center, Shanghai, China","institution_ids":["https://openalex.org/I4210157781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8379,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92426421,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"44","issue":"4","first_page":"1809","last_page":"1820"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9995999932289124,"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":0.9995999932289124,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9965999722480774,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6274735927581787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5934896469116211},{"id":"https://openalex.org/keywords/positron-emission-tomography","display_name":"Positron emission tomography","score":0.5519289374351501},{"id":"https://openalex.org/keywords/amyloid","display_name":"Amyloid (mycology)","score":0.5103845000267029},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49381646513938904},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.46406349539756775},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.45119142532348633},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3710687756538391},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35510849952697754},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32780784368515015},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.229758620262146},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1517968475818634},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14054247736930847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6274735927581787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5934896469116211},{"id":"https://openalex.org/C2775842073","wikidata":"https://www.wikidata.org/wiki/Q208376","display_name":"Positron emission tomography","level":2,"score":0.5519289374351501},{"id":"https://openalex.org/C2777633098","wikidata":"https://www.wikidata.org/wiki/Q2736051","display_name":"Amyloid (mycology)","level":2,"score":0.5103845000267029},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49381646513938904},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.46406349539756775},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.45119142532348633},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3710687756538391},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35510849952697754},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32780784368515015},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.229758620262146},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1517968475818634},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14054247736930847},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000098342","descriptor_name":"Large Language Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098342","descriptor_name":"Large Language Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098342","descriptor_name":"Large Language Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098342","descriptor_name":"Large Language Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016229","descriptor_name":"Amyloid beta-Peptides","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D016229","descriptor_name":"Amyloid beta-Peptides","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D016229","descriptor_name":"Amyloid beta-Peptides","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D016229","descriptor_name":"Amyloid beta-Peptides","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":true},{"descriptor_ui":"D016229","descriptor_name":"Amyloid beta-Peptides","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D016229","descriptor_name":"Amyloid beta-Peptides","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D016229","descriptor_name":"Amyloid beta-Peptides","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D016229","descriptor_name":"Amyloid beta-Peptides","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3525022","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3525022","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:40030867","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40030867","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 transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1704816187","display_name":null,"funder_award_id":"62250710165","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1832674665","display_name":null,"funder_award_id":"82441023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2690246104","display_name":null,"funder_award_id":"62131015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5307798229","display_name":null,"funder_award_id":"82402394","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5981610864","display_name":null,"funder_award_id":"82394432","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7163824119","display_name":null,"funder_award_id":"U23A20295","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327675","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W1992849759","https://openalex.org/W1994899724","https://openalex.org/W2018205698","https://openalex.org/W2048107129","https://openalex.org/W2057550180","https://openalex.org/W2058202296","https://openalex.org/W2065971926","https://openalex.org/W2070267512","https://openalex.org/W2070448139","https://openalex.org/W2079436233","https://openalex.org/W2116649573","https://openalex.org/W2131864441","https://openalex.org/W2132461552","https://openalex.org/W2138991775","https://openalex.org/W2150534249","https://openalex.org/W2155298532","https://openalex.org/W2156450079","https://openalex.org/W2304527985","https://openalex.org/W2344823654","https://openalex.org/W2345678177","https://openalex.org/W2487205081","https://openalex.org/W2542549468","https://openalex.org/W2555500380","https://openalex.org/W2596892842","https://openalex.org/W2606081028","https://openalex.org/W2769567977","https://openalex.org/W2795552972","https://openalex.org/W2798054687","https://openalex.org/W2897070036","https://openalex.org/W2939137134","https://openalex.org/W2944145445","https://openalex.org/W2951617899","https://openalex.org/W2962858109","https://openalex.org/W2964015378","https://openalex.org/W2965413344","https://openalex.org/W2969771700","https://openalex.org/W2973007151","https://openalex.org/W2998642388","https://openalex.org/W2999048241","https://openalex.org/W3003628688","https://openalex.org/W3080120225","https://openalex.org/W3134445065","https://openalex.org/W3186899711","https://openalex.org/W3194414692","https://openalex.org/W3199008037","https://openalex.org/W4206453098","https://openalex.org/W4206597964","https://openalex.org/W4214530470","https://openalex.org/W4225623397","https://openalex.org/W4297243391","https://openalex.org/W4323655072","https://openalex.org/W4376866854","https://openalex.org/W4381786045","https://openalex.org/W4386352936","https://openalex.org/W4387210955","https://openalex.org/W4387740460","https://openalex.org/W4389564227","https://openalex.org/W4406828533","https://openalex.org/W6631190155","https://openalex.org/W6739901393","https://openalex.org/W6745537798","https://openalex.org/W6755207826","https://openalex.org/W6772352366","https://openalex.org/W6778883912","https://openalex.org/W6810334672","https://openalex.org/W6838576336","https://openalex.org/W6845479124","https://openalex.org/W6847663070","https://openalex.org/W6852970255","https://openalex.org/W6853998256","https://openalex.org/W6856434366","https://openalex.org/W6856502888","https://openalex.org/W6857211398","https://openalex.org/W6861581687"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W2089784006","https://openalex.org/W2295388821","https://openalex.org/W2102312026","https://openalex.org/W2071433170","https://openalex.org/W2885663991","https://openalex.org/W1016623679"],"abstract_inverted_index":{"Amyloid-":[0,7,65,78,90,156,170,177,202],"positron":[1],"emission":[2],"tomography":[3],"can":[4],"reflect":[5],"the":[6,11,19,68,77,143,214],"protein":[8,66,79],"deposition":[9,62,80],"in":[10,37,51,67,178],"brain":[12,150],"and":[13,31,61,84,158,168,172,220],"thus":[14],"serves":[15],"as":[16],"one":[17],"of":[18,64,145,155,175,186,216,218],"golden":[20],"standards":[21],"for":[22,94,107,152,163,200],"Alzheimer's":[23],"disease":[24],"(AD)":[25],"diagnosis.":[26],"However,":[27,86],"its":[28,35,221],"practical":[29],"cost":[30],"high":[32],"radioactivity":[33],"hinder":[34],"application":[36],"large-scale":[38],"early":[39],"AD":[40,219],"screening.":[41],"Recent":[42],"neuroscience":[43],"studies":[44],"suggest":[45],"a":[46,101,117,134],"strong":[47],"association":[48],"between":[49,166],"changes":[50],"functional":[52,58,198],"connectivity":[53],"network":[54],"(FCN)":[55],"derived":[56],"from":[57,130],"MRI":[59],"(fMRI),":[60],"patterns":[63],"brain.":[69],"This":[70],"enables":[71],"an":[72,87],"FCN-based":[73,89,192],"approach":[74],"to":[75,126,141,209],"assess":[76],"with":[81],"less":[82],"expense":[83],"radioactivity.":[85],"effective":[88],"assessment":[91],"remains":[92],"lacking":[93],"practice.":[95],"In":[96],"this":[97,108],"paper,":[98],"we":[99,195],"introduce":[100],"novel":[102],"deep":[103],"learning":[104],"framework":[105,111],"tailored":[106],"task.":[109,181],"Our":[110],"comprises":[112],"three":[113],"innovative":[114],"components:":[115],"1)":[116],"pre-trained":[118],"Large":[119],"Language":[120],"Model":[121],"Nodal":[122],"Embedding":[123],"Encoder,":[124],"designed":[125],"extract":[127],"task-related":[128],"features":[129],"fMRI":[131],"signals;":[132],"2)":[133],"task-oriented":[135],"Hierarchical-order":[136],"FCN":[137],"Learning":[138],"module,":[139],"used":[140],"enhance":[142],"representation":[144],"complex":[146],"correlations":[147],"among":[148],"different":[149],"regions":[151],"improved":[153],"prediction":[154],"deposition;":[157],"3)":[159],"task-feature":[160],"consistency":[161],"losses":[162],"promoting":[164],"similarity":[165],"predicted":[167,176],"real":[169],"values":[171],"ensuring":[173],"effectiveness":[174],"downstream":[179],"classification":[180],"Experimental":[182],"results":[183],"show":[184],"superiority":[185],"our":[187],"method":[188,206],"over":[189],"several":[190],"state-of-the-art":[191],"methods.":[193],"Additionally,":[194],"identify":[196],"crucial":[197],"sub-networks":[199],"predicting":[201],"depositions.":[203],"The":[204],"proposed":[205],"is":[207],"anticipated":[208],"contribute":[210],"valuable":[211],"insights":[212],"into":[213],"understanding":[215],"mechanisms":[217],"prevention.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
