{"id":"https://openalex.org/W2165260680","doi":"https://doi.org/10.1093/bioinformatics/bts228","title":"Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning","display_name":"Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning","publication_year":2012,"publication_date":"2012-06-09","ids":{"openalex":"https://openalex.org/W2165260680","doi":"https://doi.org/10.1093/bioinformatics/bts228","mag":"2165260680","pmid":"https://pubmed.ncbi.nlm.nih.gov/22689752"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/bts228","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bts228","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/28/12/i127/751379/bts228.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/28/12/i127/751379/bts228.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA"],"affiliations":[{"raw_affiliation_string":"1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003222421","display_name":"Feiping Nie","orcid":"https://orcid.org/0000-0002-0871-6519"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feiping Nie","raw_affiliation_strings":["1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA"],"affiliations":[{"raw_affiliation_string":"1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060016795","display_name":"Heng Huang","orcid":"https://orcid.org/0000-0002-3483-8333"},"institutions":[{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Heng Huang","raw_affiliation_strings":["1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA"],"affiliations":[{"raw_affiliation_string":"1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018610871","display_name":"Shannon L. Risacher","orcid":"https://orcid.org/0000-0002-3304-7943"},"institutions":[{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shannon L. Risacher","raw_affiliation_strings":["1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA"],"affiliations":[{"raw_affiliation_string":"1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026257338","display_name":"Andrew J. Saykin","orcid":"https://orcid.org/0000-0002-1376-8532"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew J. Saykin","raw_affiliation_strings":["1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA"],"affiliations":[{"raw_affiliation_string":"1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333320","display_name":"Li Shen","orcid":"https://orcid.org/0000-0002-5443-0503"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Li Shen","raw_affiliation_strings":["1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA"],"affiliations":[{"raw_affiliation_string":"1 Department of Computer Science and Engineering, University of Texas at Arlington, TX 76019 and 2Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA","institution_ids":["https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"last","author":{"id":null,"display_name":"For the Alzheimer's Disease Neuroimaging Initiative","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"For the Alzheimer's Disease Neuroimaging Initiative","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5060016795","https://openalex.org/A5100333320"],"corresponding_institution_ids":["https://openalex.org/I4394709130","https://openalex.org/I55769427"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":8.6965,"has_fulltext":true,"cited_by_count":159,"citation_normalized_percentile":{"value":0.98246156,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"28","issue":"12","first_page":"i127","last_page":"i136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9695000052452087,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/imaging-genetics","display_name":"Imaging genetics","score":0.8027293682098389},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6590940952301025},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.6124099493026733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6120705604553223},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5858464241027832},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.573346734046936},{"id":"https://openalex.org/keywords/alzheimers-disease-neuroimaging-initiative","display_name":"Alzheimer's Disease Neuroimaging Initiative","score":0.5622694492340088},{"id":"https://openalex.org/keywords/pairwise-comparison","display_name":"Pairwise comparison","score":0.5214751958847046},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.5176237225532532},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19942837953567505},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1801917552947998},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.1791774034500122},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.10626912117004395}],"concepts":[{"id":"https://openalex.org/C18183760","wikidata":"https://www.wikidata.org/wiki/Q6002833","display_name":"Imaging genetics","level":3,"score":0.8027293682098389},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6590940952301025},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6124099493026733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6120705604553223},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5858464241027832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.573346734046936},{"id":"https://openalex.org/C2778373026","wikidata":"https://www.wikidata.org/wiki/Q4738819","display_name":"Alzheimer's Disease Neuroimaging Initiative","level":4,"score":0.5622694492340088},{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.5214751958847046},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.5176237225532532},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19942837953567505},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1801917552947998},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.1791774034500122},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.10626912117004395},{"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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D003072","descriptor_name":"Cognition Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003072","descriptor_name":"Cognition Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003072","descriptor_name":"Cognition Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003072","descriptor_name":"Cognition Disorders","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D003072","descriptor_name":"Cognition Disorders","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D003072","descriptor_name":"Cognition Disorders","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005838","descriptor_name":"Genotype","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":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010641","descriptor_name":"Phenotype","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000032","qualifier_name":"analysis","is_major_topic":false},{"descriptor_ui":"D040641","descriptor_name":"Quantitative Trait Loci","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040641","descriptor_name":"Quantitative Trait Loci","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D040641","descriptor_name":"Quantitative Trait Loci","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":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","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":true},{"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}],"locations_count":8,"locations":[{"id":"doi:10.1093/bioinformatics/bts228","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bts228","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/28/12/i127/751379/bts228.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:22689752","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22689752","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":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:ark:/13030/qt60g6t7q6","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:escholarship.org/ark:/13030/qt60g6t7q6","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/60g6t7q6","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics (Oxford, England), vol 28, iss 12","raw_type":"article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt6fw5h15n","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/6fw5h15n","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics, vol 28, iss 12","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2378080","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3371860","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/49111","is_oa":false,"landing_page_url":"https://hdl.handle.net/1805/49111","pdf_url":null,"source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PMC","raw_type":"Article"},{"id":"pmh:qt60g6t7q6","is_oa":true,"landing_page_url":"http://www.escholarship.org/uc/item/60g6t7q6","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang, H; Nie, F; Huang, H; Risacher, SL; Saykin, AJ; Shen, L; \u00c2\u00a0et al.(2012). Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning. BIOINFORMATICS, 28(12), I127 - I136. doi: 10.1093/bioinformatics/bts228. UC Irvine: Retrieved from: http://www.escholarship.org/uc/item/60g6t7q6","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/bts228","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/bts228","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/28/12/i127/751379/bts228.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1088829233","display_name":null,"funder_award_id":"UL1 RR025761","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1131972899","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1144555533","display_name":null,"funder_award_id":"R01 AG19771","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1243038283","display_name":null,"funder_award_id":"K01 AG030514","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1336222015","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1484886966","display_name":null,"funder_award_id":"NIA R01 AG19771","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1552963388","display_name":null,"funder_award_id":"NIA R01 AG19771","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1593117279","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G1650275027","display_name":"Collaborative Research:  Non-negative Matrix Factorizations for Data Mining:  Foundations, Capabilities, and Applications","funder_award_id":"0915228","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1733319566","display_name":null,"funder_award_id":"U01 AG02490","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G1773999580","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320306080","funder_display_name":"Foundation for the National Institutes of Health"},{"id":"https://openalex.org/G191203536","display_name":null,"funder_award_id":"1117335","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1979185345","display_name":null,"funder_award_id":"RC2 AG036535","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G2022000225","display_name":null,"funder_award_id":"AG036535","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G2152643862","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320311551","funder_display_name":"Northern California Institute for Research and Education"},{"id":"https://openalex.org/G2283900753","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320306305","funder_display_name":"Dana Foundation"},{"id":"https://openalex.org/G2314325775","display_name":null,"funder_award_id":"R01 AG19771","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G2329342942","display_name":null,"funder_award_id":"K01 AG03051","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2340207221","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G2409989180","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320309546","funder_display_name":"Synarc"},{"id":"https://openalex.org/G2725822055","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G2751204023","display_name":null,"funder_award_id":"K01 AG030514","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G2844381683","display_name":null,"funder_award_id":"K01 AG030514","funder_id":"https://openalex.org/F4320306080","funder_display_name":"Foundation for the National Institutes of Health"},{"id":"https://openalex.org/G2874202114","display_name":null,"funder_award_id":"RR025761","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2877684854","display_name":null,"funder_award_id":"K01 AG030514","funder_id":"https://openalex.org/F4320306305","funder_display_name":"Dana Foundation"},{"id":"https://openalex.org/G29951154","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G3131374986","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G3218891203","display_name":null,"funder_award_id":"AG010129","funder_id":"https://openalex.org/F4320306219","funder_display_name":"Alzheimer's Association"},{"id":"https://openalex.org/G327956008","display_name":null,"funder_award_id":"AG03051","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G3553156159","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G3582805754","display_name":null,"funder_award_id":"AG19771","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G3698244217","display_name":null,"funder_award_id":"U01 AG024904)","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G3710456697","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G3752451908","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G3756884534","display_name":"Collaborative Research:  Matrix-Model Machine Learning:  Unifying Machine Learning and Scientific Computing","funder_award_id":"0830780","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3870774570","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G3908963977","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G3966393351","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320309432","funder_display_name":"F. Hoffmann-La Roche"},{"id":"https://openalex.org/G3969565085","display_name":null,"funder_award_id":"Foundation","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G43180419","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G4389354971","display_name":null,"funder_award_id":"Research","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G4398813305","display_name":null,"funder_award_id":"P30 AG10133","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G4401988282","display_name":null,"funder_award_id":"Grant U01 AG024904","funder_id":"https://openalex.org/F4320306080","funder_display_name":"Foundation for the National Institutes of Health"},{"id":"https://openalex.org/G4515207065","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G4558216502","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4660785924","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320309546","funder_display_name":"Synarc"},{"id":"https://openalex.org/G4684857399","display_name":null,"funder_award_id":"AG010129","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G4796079529","display_name":null,"funder_award_id":"IIS-1117335","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5039418950","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5072131055","display_name":null,"funder_award_id":"1117965","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5074234929","display_name":null,"funder_award_id":"P30 AG10133-18S1","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5207404921","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320306219","funder_display_name":"Alzheimer's Association"},{"id":"https://openalex.org/G5209990037","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320307765","funder_display_name":"Pfizer"},{"id":"https://openalex.org/G5366509656","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320306305","funder_display_name":"Dana Foundation"},{"id":"https://openalex.org/G5389965057","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G5587020777","display_name":null,"funder_award_id":"RC2 AG036535","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5654639750","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G5740349702","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G5843669708","display_name":null,"funder_award_id":"36535","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G5866416290","display_name":null,"funder_award_id":"P30 AG10133-18S1","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G598830915","display_name":null,"funder_award_id":"K01 AG030514","funder_id":"https://openalex.org/F4320309546","funder_display_name":"Synarc"},{"id":"https://openalex.org/G6069485058","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G613619302","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"},{"id":"https://openalex.org/G6210868510","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G6282788884","display_name":null,"funder_award_id":"Canadian Institutes of Health","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G6325228875","display_name":null,"funder_award_id":"Eli Lilly","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G6371410416","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G6412110892","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G6789252168","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G6812249457","display_name":null,"funder_award_id":"Grant U01 AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6882008075","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G6899163935","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G6948409098","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320309432","funder_display_name":"F. Hoffmann-La Roche"},{"id":"https://openalex.org/G7122601629","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320307765","funder_display_name":"Pfizer"},{"id":"https://openalex.org/G7163936290","display_name":"New Theoretical Foundations of Tensor Applications: Clustering, Error Analysis, Global Convergence, and Robust Formulations","funder_award_id":"0917274","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7181537738","display_name":null,"funder_award_id":"K01 AG030514","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G7315666996","display_name":null,"funder_award_id":"K01 AG030514","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G7349934553","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7414321945","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320306080","funder_display_name":"Foundation for the National Institutes of Health"},{"id":"https://openalex.org/G7443112882","display_name":null,"funder_award_id":"Foundation Grant","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G7463692367","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320306080","funder_display_name":"Foundation for the National Institutes of Health"},{"id":"https://openalex.org/G7799614282","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307765","funder_display_name":"Pfizer"},{"id":"https://openalex.org/G781725486","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G7927871365","display_name":null,"funder_award_id":"U01 AG02490","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G793122433","display_name":null,"funder_award_id":"K01 AG030514","funder_id":"https://openalex.org/F4320311551","funder_display_name":"Northern California Institute for Research and Education"},{"id":"https://openalex.org/G7986271162","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320307770","funder_display_name":"AstraZeneca"},{"id":"https://openalex.org/G8130182348","display_name":null,"funder_award_id":"K01 AG030514","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G8164752657","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G8215400013","display_name":null,"funder_award_id":"AG010129","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8301434335","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G839208290","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8488061998","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G8524261893","display_name":null,"funder_award_id":"AG10133","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G8636843673","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320309466","funder_display_name":"Medpace"},{"id":"https://openalex.org/G8638904206","display_name":null,"funder_award_id":"AG030514","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8852128998","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G8940068167","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320309697","funder_display_name":"Alzheimer's Disease Neuroimaging Initiative"},{"id":"https://openalex.org/G8947223900","display_name":null,"funder_award_id":"P30 AG10133","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G920654007","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G991187644","display_name":null,"funder_award_id":"P30 AG010129","funder_id":"https://openalex.org/F4320311551","funder_display_name":"Northern California Institute for Research and Education"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306080","display_name":"Foundation for the National Institutes of Health","ror":"https://ror.org/00k86s890"},{"id":"https://openalex.org/F4320306219","display_name":"Alzheimer's Association","ror":"https://ror.org/0375f4d26"},{"id":"https://openalex.org/F4320306305","display_name":"Dana Foundation","ror":"https://ror.org/01wt3vs82"},{"id":"https://openalex.org/F4320307115","display_name":"Bristol-Myers Squibb","ror":"https://ror.org/00gtmwv55"},{"id":"https://openalex.org/F4320307758","display_name":"Eli Lilly and Company","ror":"https://ror.org/01qat3289"},{"id":"https://openalex.org/F4320307765","display_name":"Pfizer","ror":"https://ror.org/01xdqrp08"},{"id":"https://openalex.org/F4320307770","display_name":"AstraZeneca","ror":"https://ror.org/04r9x1a08"},{"id":"https://openalex.org/F4320308604","display_name":"Biogen","ror":"https://ror.org/02jqkb192"},{"id":"https://openalex.org/F4320309432","display_name":"F. Hoffmann-La Roche","ror":"https://ror.org/00by1q217"},{"id":"https://openalex.org/F4320309466","display_name":"Medpace","ror":"https://ror.org/05mgcmd27"},{"id":"https://openalex.org/F4320309470","display_name":"Meso Scale Diagnostics","ror":"https://ror.org/05jgy0m16"},{"id":"https://openalex.org/F4320309546","display_name":"Synarc","ror":"https://ror.org/03t95yr58"},{"id":"https://openalex.org/F4320309697","display_name":"Alzheimer's Disease Neuroimaging Initiative","ror":"https://ror.org/01j20wc74"},{"id":"https://openalex.org/F4320309934","display_name":"Amorfix Life Sciences","ror":"https://ror.org/045rtab03"},{"id":"https://openalex.org/F4320310045","display_name":"BioClinica","ror":"https://ror.org/03t95yr58"},{"id":"https://openalex.org/F4320310388","display_name":"Novartis Pharmaceuticals Corporation","ror":"https://ror.org/028fhxy95"},{"id":"https://openalex.org/F4320311551","display_name":"Northern California Institute for Research and Education","ror":"https://ror.org/05p48p517"},{"id":"https://openalex.org/F4320320303","display_name":"Bayer HealthCare","ror":"https://ror.org/04hmn8g73"},{"id":"https://openalex.org/F4320322148","display_name":"Eisai","ror":"https://ror.org/04vvh7p27"},{"id":"https://openalex.org/F4320327235","display_name":"Servier","ror":"https://ror.org/034e7c066"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332193","display_name":"Genentech","ror":"https://ror.org/04gndp242"},{"id":"https://openalex.org/F4320332502","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60"},{"id":"https://openalex.org/F4320332603","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48"},{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2165260680.pdf","grobid_xml":"https://content.openalex.org/works/W2165260680.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W398859631","https://openalex.org/W1496317909","https://openalex.org/W1497745584","https://openalex.org/W1499586235","https://openalex.org/W1526507613","https://openalex.org/W1557641067","https://openalex.org/W1575168451","https://openalex.org/W1595222087","https://openalex.org/W2004293194","https://openalex.org/W2031823405","https://openalex.org/W2047092297","https://openalex.org/W2063978378","https://openalex.org/W2065180801","https://openalex.org/W2079484785","https://openalex.org/W2084358449","https://openalex.org/W2097089247","https://openalex.org/W2100556411","https://openalex.org/W2101282194","https://openalex.org/W2106503792","https://openalex.org/W2107199945","https://openalex.org/W2108502868","https://openalex.org/W2111700528","https://openalex.org/W2116589987","https://openalex.org/W2117699623","https://openalex.org/W2119848633","https://openalex.org/W2135046866","https://openalex.org/W2136893242","https://openalex.org/W2138019504","https://openalex.org/W2138145347","https://openalex.org/W2145295623","https://openalex.org/W2146512693","https://openalex.org/W2150579376","https://openalex.org/W2150772522","https://openalex.org/W2150979613","https://openalex.org/W2154462399","https://openalex.org/W2154865814","https://openalex.org/W2155277084","https://openalex.org/W2157412686","https://openalex.org/W2159514083","https://openalex.org/W2160732687","https://openalex.org/W2161034709","https://openalex.org/W2165644552","https://openalex.org/W2166348468","https://openalex.org/W2434205482","https://openalex.org/W2596356468","https://openalex.org/W2606211438","https://openalex.org/W2883783597","https://openalex.org/W2914202819","https://openalex.org/W4238297360","https://openalex.org/W6629935912","https://openalex.org/W6630035464","https://openalex.org/W6631666818","https://openalex.org/W6633439375","https://openalex.org/W6634491431","https://openalex.org/W6635498880","https://openalex.org/W6641446668","https://openalex.org/W6658434593","https://openalex.org/W6676223633","https://openalex.org/W6676835308","https://openalex.org/W6677619952","https://openalex.org/W6679944226","https://openalex.org/W6680599301","https://openalex.org/W6683181193","https://openalex.org/W6683474303","https://openalex.org/W6683654561","https://openalex.org/W6684671274","https://openalex.org/W6718170660","https://openalex.org/W6753223686","https://openalex.org/W7066151503"],"related_works":["https://openalex.org/W2755450364","https://openalex.org/W2483130478","https://openalex.org/W336817979","https://openalex.org/W2016777699","https://openalex.org/W4288044841","https://openalex.org/W3112573618","https://openalex.org/W2031131415","https://openalex.org/W2956972022","https://openalex.org/W2980858150","https://openalex.org/W2113580908"],"abstract_inverted_index":{"Software":[0],"is":[1],"publicly":[2],"available":[3],"at:":[4],"http://ranger.uta.edu/%7eheng/multimodal/.":[5]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":17},{"year":2017,"cited_by_count":15},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":19},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}