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Yet, current research is overwhelmingly English\u2010centric, neglecting the world's vast linguistic diversity and undermining these markers\u2019 global applicability. Here we present the International Network for Cross\u2010Linguistic Research on Brain Health (\n                    <jats:bold>Include<\/jats:bold>\n                    ), a multicentric initiative created to address this gap (\n                    <jats:ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"https:\/\/include-network.com\/\">https:\/\/include\u2010network.com\/<\/jats:ext-link>\n                    ). First, we review the network's origins, mission, and organizational structure. Then, we summarize key milestones achieved during its first 4 years, spanning cross\u2010linguistic empirical studies, harmonized data\u2010governance frameworks, and global dissemination efforts. We further highlight flagship projects demonstrating how linguistic typology and culture shape speech\u2010language markers of neurodegeneration. Finally, we outline critical challenges and opportunities for the field, focusing on language underrepresentation, tool harmonization, regulatory heterogeneity, and expansion beyond neurodegeneration. Together, these efforts position\n                    <jats:bold>Include<\/jats:bold>\n                    as a strategic platform for fostering equitable, globally relevant brain\u2010health research.\n                  <\/jats:p>","DOI":"10.1002\/alz.71551","type":"journal-article","created":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T04:08:06Z","timestamp":1781842086000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["The include network: Advancing cross\u2010linguistic equity in brain health research"],"prefix":"10.1002","volume":"22","author":[{"given":"Adolfo M.","family":"Garc\u00eda","sequence":"first","affiliation":[{"name":"Cognitive Neuroscience Center, Department of Life and Behavioral Sciences Universidad de San Andr\u00e9s  Buenos Aires Argentina"},{"name":"Departamento de Ling\u00fc\u00edstica y Literatura, Facultad de Humanidades Universidad de Santiago de Chile  Santiago Chile"},{"name":"Global Brain Health Institute University of California  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessica","family":"de Leon","sequence":"additional","affiliation":[{"name":"Weill Institute for Neurosciences University of California, San Francisco  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Suvarna","family":"Alladi","sequence":"additional","affiliation":[{"name":"National Institute of Mental Health and Neurosciences  Bengaluru India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Petronilla","family":"Battista","sequence":"additional","affiliation":[{"name":"Laboratory of Neuropsychology Istituti Clinici Scientifici Maugeri IRCCS, Institute of Bari  Bari Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Agustina","family":"Birba","sequence":"additional","affiliation":[{"name":"Cognitive Neuroscience Center, Department of Life and Behavioral Sciences Universidad de San Andr\u00e9s  Buenos Aires Argentina"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stefano F.","family":"Cappa","sequence":"additional","affiliation":[{"name":"University School for Advanced Studies (IUSS\u2010Pavia)  Milan Italy"},{"name":"IRCCS Istituto Auxologico  Milan Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"B\u00e1rbara","family":"Costa Beber","sequence":"additional","affiliation":[{"name":"Graduate Program in Rehabilitation Sciences, Universidade Federal de Ci\u00eancias da Sa\u00fade de Porto Alegre  Porto Alegre Brazil"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessica","family":"Jiang","sequence":"additional","affiliation":[{"name":"Dementia Research Centre, Queen Square Institute of Neurology University College London  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Kemmerer","sequence":"additional","affiliation":[{"name":"Department of Speech, Language, and Hearing Science Purdue University  West Lafayette Indiana USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maxime","family":"Montembeault","sequence":"additional","affiliation":[{"name":"Douglas Research Centre  Montreal Quebec Canada"},{"name":"Department of Psychiatry McGill University  Montreal Quebec Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Juan Rafael","family":"Orozco\u2010Arroyave","sequence":"additional","affiliation":[{"name":"GITA Lab. Faculty of Engineering University of Antioquia  Medell\u00edn Colombia"},{"name":"LME Lab. Faculty of Engineering University of Erlangen\u2010Nuremberg  Erlangen Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maria Luisa","family":"Gorno\u2010Tempini","sequence":"additional","affiliation":[{"name":"Weill Institute for Neurosciences University of California, San Francisco  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Boon Lead","family":"Tee","sequence":"additional","affiliation":[{"name":"Weill Institute for Neurosciences University of California, San Francisco  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"name":"the Include Network","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,6,18]]},"reference":[{"key":"e_1_2_12_2_1","doi-asserted-by":"publisher","DOI":"10.1038\/s44159\u2010026\u201000553\u20102"},{"key":"e_1_2_12_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-819641-0.00030-X"},{"key":"e_1_2_12_4_1","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awad253"},{"key":"e_1_2_12_5_1","doi-asserted-by":"publisher","DOI":"10.1002\/14651858.CD000425.pub4"},{"key":"e_1_2_12_6_1","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.0b013e31821103e6"},{"key":"e_1_2_12_7_1","doi-asserted-by":"publisher","DOI":"10.1212\/wnl.0000000000200750"},{"key":"e_1_2_12_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/alz.71124"},{"key":"e_1_2_12_9_1","doi-asserted-by":"publisher","DOI":"10.1002\/alz.13472"},{"key":"e_1_2_12_10_1","doi-asserted-by":"publisher","DOI":"10.1002\/mds.70005"},{"key":"e_1_2_12_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2017.07.011"},{"key":"e_1_2_12_12_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41531\u2010022\u201000422\u20108"},{"key":"e_1_2_12_13_1","doi-asserted-by":"publisher","DOI":"10.1002\/mds.28751"},{"key":"e_1_2_12_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2021.10.015"},{"key":"e_1_2_12_15_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0304272"},{"key":"e_1_2_12_16_1","doi-asserted-by":"publisher","DOI":"10.3233\/JAD\u2010200888"},{"key":"e_1_2_12_17_1","doi-asserted-by":"publisher","DOI":"10.3390\/brainsci14020137"},{"key":"e_1_2_12_18_1","doi-asserted-by":"publisher","DOI":"10.1002\/alz.71365"},{"key":"e_1_2_12_19_1","doi-asserted-by":"crossref","unstructured":"LuzS HaiderF FuenteSdl FrommD MacWhinney.Alzheimer's dementia recognition through spontaneous speech: The ADReSS challenge. 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