{"id":"https://openalex.org/W4413128230","doi":"https://doi.org/10.3389/fninf.2025.1616981","title":"The BrainHealth Databank: a systems approach to data-driven mental health care and research","display_name":"The BrainHealth Databank: a systems approach to data-driven mental health care and research","publication_year":2025,"publication_date":"2025-08-13","ids":{"openalex":"https://openalex.org/W4413128230","doi":"https://doi.org/10.3389/fninf.2025.1616981","pmid":"https://pubmed.ncbi.nlm.nih.gov/40896735"},"language":"en","primary_location":{"id":"doi:10.3389/fninf.2025.1616981","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2025.1616981","pdf_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1616981/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1616981/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014524919","display_name":"Jos\u00e9 Arturo Santisteban","orcid":"https://orcid.org/0000-0002-4109-984X"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jose Arturo Santisteban","raw_affiliation_strings":["Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024348153","display_name":"David Rotenberg","orcid":"https://orcid.org/0000-0002-9908-064X"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"David Rotenberg","raw_affiliation_strings":["Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047723483","display_name":"Stefan Kloiber","orcid":"https://orcid.org/0000-0002-6838-4114"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stefan Kloiber","raw_affiliation_strings":["Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, ON, Canada","Department of Psychiatry, University of Toronto, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]},{"raw_affiliation_string":"Department of Psychiatry, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054607778","display_name":"Marta M. Maslej","orcid":"https://orcid.org/0000-0002-6393-5095"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marta M. Maslej","raw_affiliation_strings":["Department of Psychiatry, University of Toronto, Toronto, ON, Canada","Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087812112","display_name":"Adeel Ansari","orcid":"https://orcid.org/0000-0003-1674-703X"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adeel Ansari","raw_affiliation_strings":["Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010596796","display_name":"Bahar Amani","orcid":"https://orcid.org/0000-0001-8182-5482"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bahar Amani","raw_affiliation_strings":["Cundill Centre for Child and Youth Depression, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Cundill Centre for Child and Youth Depression, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079925031","display_name":"Darren Courtney","orcid":"https://orcid.org/0000-0003-1491-0972"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Darren Courtney","raw_affiliation_strings":["Cundill Centre for Child and Youth Depression, Centre for Addiction and Mental Health, Toronto, ON, Canada","Department of Psychiatry, University of Toronto, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Cundill Centre for Child and Youth Depression, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]},{"raw_affiliation_string":"Department of Psychiatry, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111984042","display_name":"Farhat Farrokhi","orcid":null},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Farhat Farrokhi","raw_affiliation_strings":["Data and Insights, Information Management Group, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Data and Insights, Information Management Group, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063666639","display_name":"Natalie Freeman","orcid":null},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Natalie Freeman","raw_affiliation_strings":["Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080334237","display_name":"Masooma Hassan","orcid":"https://orcid.org/0000-0001-6185-5051"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Masooma Hassan","raw_affiliation_strings":["Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109559369","display_name":"Lucia Kwan","orcid":null},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lucia Kwan","raw_affiliation_strings":["Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008609894","display_name":"Mindaugas Mozuraitis","orcid":null},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mindaugas Mozuraitis","raw_affiliation_strings":["Data and Insights, Information Management Group, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Data and Insights, Information Management Group, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108832213","display_name":"Michael Lau","orcid":null},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael Lau","raw_affiliation_strings":["Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065200013","display_name":"Natalia Potapova","orcid":"https://orcid.org/0000-0002-9205-7893"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Natalia Potapova","raw_affiliation_strings":["Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119276053","display_name":"Farhad Qureshi","orcid":null},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Farhad Qureshi","raw_affiliation_strings":["Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001470213","display_name":"Nicole Schoer","orcid":null},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nicole Schoer","raw_affiliation_strings":["Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008269100","display_name":"Nelson Shen","orcid":"https://orcid.org/0000-0003-1788-8176"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nelson Shen","raw_affiliation_strings":["Centre for Addiction and Mental Health, Toronto, ON, Canada","Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]},{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036208763","display_name":"Joanna Yu","orcid":"https://orcid.org/0000-0001-7786-0250"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Joanna Yu","raw_affiliation_strings":["Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077781432","display_name":"Noelle Coombe","orcid":null},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Noelle Coombe","raw_affiliation_strings":["Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038027429","display_name":"Kimberly Hunter","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130984","display_name":"Safran Electronics (Canada)","ror":"https://ror.org/03vmatd47","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210130984"]},{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kimberly Hunter","raw_affiliation_strings":["Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, ON, Canada","Centre for Addiction and Mental Health, Toronto, ON, Canada","Safehaven, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]},{"raw_affiliation_string":"Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]},{"raw_affiliation_string":"Safehaven, Toronto, ON, Canada","institution_ids":["https://openalex.org/I4210130984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020868945","display_name":"Peter Selby","orcid":"https://orcid.org/0000-0001-5401-2996"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Peter Selby","raw_affiliation_strings":["Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, ON, Canada","Department of Psychiatry, University of Toronto, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]},{"raw_affiliation_string":"Department of Psychiatry, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021441114","display_name":"Nicole Thomson","orcid":"https://orcid.org/0000-0001-9335-5959"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2802246343","display_name":"Regional Municipality of Waterloo","ror":"https://ror.org/04apt4x36","country_code":"CA","type":"government","lineage":["https://openalex.org/I2802246343"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nicole Thomson","raw_affiliation_strings":["Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada","Waterloo Regional Health Network, Kitchener, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Waterloo Regional Health Network, Kitchener, ON, Canada","institution_ids":["https://openalex.org/I2802246343"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070805920","display_name":"Damian Jankowicz","orcid":"https://orcid.org/0000-0002-0579-1337"},"institutions":[{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Damian Jankowicz","raw_affiliation_strings":["Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, ON, Canada","Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Addiction and Mental Health, Campbell Family Mental Health Research Institute, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]},{"raw_affiliation_string":"Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048268124","display_name":"Sean Hill","orcid":"https://orcid.org/0000-0001-8055-860X"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I1338135719","display_name":"Centre for Addiction and Mental Health","ror":"https://ror.org/03e71c577","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1338135719"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sean L. Hill","raw_affiliation_strings":["Department of Psychiatry, University of Toronto, Toronto, ON, Canada","Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada","institution_ids":["https://openalex.org/I1338135719"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":24,"corresponding_author_ids":["https://openalex.org/A5048268124"],"corresponding_institution_ids":["https://openalex.org/I1338135719","https://openalex.org/I185261750"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":4.0929,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93749395,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"19","issue":null,"first_page":"1616981","last_page":"1616981"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.6726208925247192},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.6400452256202698},{"id":"https://openalex.org/keywords/data-governance","display_name":"Data governance","score":0.6236972212791443},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.5712623596191406},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.526941180229187},{"id":"https://openalex.org/keywords/compromise","display_name":"Compromise","score":0.5135183930397034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4952177107334137},{"id":"https://openalex.org/keywords/mental-healthcare","display_name":"Mental healthcare","score":0.4380112886428833},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.43335962295532227},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.4260571300983429},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40219950675964355},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3392983078956604},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.330641508102417},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27148476243019104},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13197457790374756},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.12678369879722595},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11087840795516968},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10430502891540527},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.1007297933101654},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.0901537537574768},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.08894160389900208}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.6726208925247192},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.6400452256202698},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.6236972212791443},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5712623596191406},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.526941180229187},{"id":"https://openalex.org/C46355384","wikidata":"https://www.wikidata.org/wiki/Q726686","display_name":"Compromise","level":2,"score":0.5135183930397034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4952177107334137},{"id":"https://openalex.org/C2992695702","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental healthcare","level":3,"score":0.4380112886428833},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.43335962295532227},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.4260571300983429},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40219950675964355},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3392983078956604},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.330641508102417},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27148476243019104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13197457790374756},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.12678369879722595},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11087840795516968},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10430502891540527},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.1007297933101654},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0901537537574768},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.08894160389900208},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fninf.2025.1616981","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2025.1616981","pdf_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1616981/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:40896735","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40896735","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":"Frontiers in neuroinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:272e65662afb4e68a1f78df2f1980780","is_oa":true,"landing_page_url":"https://doaj.org/article/272e65662afb4e68a1f78df2f1980780","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Neuroinformatics, Vol 19 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12392782","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12392782","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Neuroinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fninf.2025.1616981","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fninf.2025.1616981","pdf_url":"https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1616981/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413128230.pdf","grobid_xml":"https://content.openalex.org/works/W4413128230.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W119799644","https://openalex.org/W1481876484","https://openalex.org/W1545927395","https://openalex.org/W1951131186","https://openalex.org/W1966424565","https://openalex.org/W1980608765","https://openalex.org/W2092574656","https://openalex.org/W2143263600","https://openalex.org/W2164572080","https://openalex.org/W2266871031","https://openalex.org/W2287279833","https://openalex.org/W2340083175","https://openalex.org/W2466247112","https://openalex.org/W2497083932","https://openalex.org/W2554788508","https://openalex.org/W2566701931","https://openalex.org/W2751364199","https://openalex.org/W2788767722","https://openalex.org/W2900083938","https://openalex.org/W2904026243","https://openalex.org/W2953224625","https://openalex.org/W2971924799","https://openalex.org/W2997603845","https://openalex.org/W3080876114","https://openalex.org/W3122598057","https://openalex.org/W3127032480","https://openalex.org/W3131244860","https://openalex.org/W3135463687","https://openalex.org/W3136112844","https://openalex.org/W3158000136","https://openalex.org/W3159391059","https://openalex.org/W3162614376","https://openalex.org/W4293582166","https://openalex.org/W4386920926","https://openalex.org/W4387779266","https://openalex.org/W4388751240","https://openalex.org/W4388751356","https://openalex.org/W4388751367","https://openalex.org/W4391932555","https://openalex.org/W4399592113","https://openalex.org/W4403850904","https://openalex.org/W6630061946","https://openalex.org/W6862307278"],"related_works":["https://openalex.org/W4389473037","https://openalex.org/W2899425562","https://openalex.org/W4386462015","https://openalex.org/W3015446482","https://openalex.org/W4388729223","https://openalex.org/W4401225495","https://openalex.org/W4399496272","https://openalex.org/W4393006833","https://openalex.org/W1580000338","https://openalex.org/W1597628794"],"abstract_inverted_index":{"The":[0],"BHDB":[1,27],"provides":[2],"a":[3],"model":[4],"for":[5],"integrating":[6],"AI":[7],"and":[8,23],"digital":[9],"tools":[10],"into":[11],"mental":[12],"health":[13],"care,":[14],"as":[15,17],"well":[16],"research":[18],"data":[19],"collection,":[20],"analyses,":[21],"storage,":[22],"sharing":[24],"through":[25],"the":[26],"Portal":[28],"(https://bhdb.camh.ca).":[29]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}