{"id":"https://openalex.org/W7220701075","doi":"https://doi.org/10.1016/s2352-3026(26)00197-3","title":"Future-proofing thalassaemia care: harnessing scalable therapies, artificial intelligence, and global collaboration","display_name":"Future-proofing thalassaemia care: harnessing scalable therapies, artificial intelligence, and global collaboration","publication_year":2026,"publication_date":"2026-10-06","ids":{"openalex":"https://openalex.org/W7220701075","doi":"https://doi.org/10.1016/s2352-3026(26)00197-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/42838072"},"language":"en","primary_location":{"id":"doi:10.1016/s2352-3026(26)00197-3","doi":"https://doi.org/10.1016/s2352-3026(26)00197-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s2352-3026(26)00197-3","pdf_url":null,"source":{"id":"https://openalex.org/S2531671668","display_name":"The Lancet Haematology","issn_l":"2352-3026","issn":["2352-3026","2451-9960"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Lancet Haematology","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066258828","display_name":"Hanny T. Al-Samkari","orcid":"https://orcid.org/0000-0001-6175-1383","observed_orcids":["https://orcid.org/0000-0001-6175-1383"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I48633490","display_name":"Mass General Brigham","ror":"https://ror.org/04py2rh25","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanny Al-Samkari","raw_affiliation_strings":["Division of Classical Hematology, Mass General Brigham Cancer Institute, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6175-1383","affiliations":[{"raw_affiliation_string":"Division of Classical Hematology, Mass General Brigham Cancer Institute, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I48633490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117247902","display_name":"Fouzia Aboobacker","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Fouzia Aboobacker","raw_affiliation_strings":["Center for Research on Rare Blood Disorders, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Thalassemia & Sickle Cell Center, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Department of Medical Sciences, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research on Rare Blood Disorders, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Thalassemia & Sickle Cell Center, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Department of Medical Sciences, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088205989","display_name":"Biree Andemariam","orcid":"https://orcid.org/0000-0002-2540-6037","observed_orcids":["https://orcid.org/0000-0002-2540-6037"]},"institutions":[{"id":"https://openalex.org/I75929689","display_name":"UConn Health","ror":"https://ror.org/02kzs4y22","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I75929689"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Biree Andemariam","raw_affiliation_strings":["New England Sickle Cell Institute, Department of Medicine, University of Connecticut Health, Farmington, CT, USA"],"raw_orcid":"https://orcid.org/0000-0002-2540-6037","affiliations":[{"raw_affiliation_string":"New England Sickle Cell Institute, Department of Medicine, University of Connecticut Health, Farmington, CT, USA","institution_ids":["https://openalex.org/I75929689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007322532","display_name":"Perla Eleftheriou","orcid":"https://orcid.org/0009-0008-8558-8400","observed_orcids":["https://orcid.org/0009-0008-8558-8400"]},"institutions":[{"id":"https://openalex.org/I1289784979","display_name":"University College Hospital","ror":"https://ror.org/00wrevg56","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1289784979","https://openalex.org/I1340918713"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Perla Eleftheriou","raw_affiliation_strings":["Department of Haematology, University College London Hospital, London, UK"],"raw_orcid":"https://orcid.org/0009-0008-8558-8400","affiliations":[{"raw_affiliation_string":"Department of Haematology, University College London Hospital, London, UK","institution_ids":["https://openalex.org/I1289784979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113414744","display_name":"Hatoon M. Ezzat","orcid":"https://orcid.org/0000-0001-9680-1985","observed_orcids":["https://orcid.org/0000-0001-9680-1985"]},"institutions":[{"id":"https://openalex.org/I4210127754","display_name":"Ministry of Health","ror":"https://ror.org/030atj633","country_code":"SA","type":"government","lineage":["https://openalex.org/I4210127754"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hatoon Ezzat","raw_affiliation_strings":["Blood Disorders Administration, Ministry of Health, Riyadh, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-9680-1985","affiliations":[{"raw_affiliation_string":"Blood Disorders Administration, Ministry of Health, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I4210127754"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062238016","display_name":"Dimitrios T. Farmakis","orcid":"https://orcid.org/0000-0001-8364-3447","observed_orcids":["https://orcid.org/0000-0001-8364-3447"]},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Farmakis","raw_affiliation_strings":["Department of Cardiology, Athens University Hospital Attikon, National and Kapodistrian University of Athens School of Medicine, Athens, Greece"],"raw_orcid":"https://orcid.org/0000-0001-8364-3447","affiliations":[{"raw_affiliation_string":"Department of Cardiology, Athens University Hospital Attikon, National and Kapodistrian University of Athens School of Medicine, Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043033429","display_name":"Shahrukh Khurshid Hashmi","orcid":"https://orcid.org/0000-0002-8914-7927","observed_orcids":["https://orcid.org/0000-0002-8914-7927"]},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Shahrukh Hashmi","raw_affiliation_strings":["Department of Health, Health Life Sciences, Abu Dhabi, United Arab Emirates; Department of Biology and Life Sciences, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health, Health Life Sciences, Abu Dhabi, United Arab Emirates; Department of Biology and Life Sciences, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210113480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003226157","display_name":"Shruti Kakkar","orcid":"https://orcid.org/0000-0001-8849-0072","observed_orcids":["https://orcid.org/0000-0001-8849-0072"]},"institutions":[{"id":"https://openalex.org/I4210108783","display_name":"Christian Medical College","ror":"https://ror.org/01vj9qy35","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210108783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shruti Kakkar","raw_affiliation_strings":["Department of Pediatrics, Christian Medical College & Hospital, Ludhiana, India"],"raw_orcid":"https://orcid.org/0000-0001-8849-0072","affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Christian Medical College & Hospital, Ludhiana, India","institution_ids":["https://openalex.org/I4210108783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025860412","display_name":"Aurelio Maggio","orcid":"https://orcid.org/0000-0002-9601-900X","observed_orcids":["https://orcid.org/0000-0002-9601-900X"]},"institutions":[{"id":"https://openalex.org/I4210099059","display_name":"Ospedale Vincenzo Cervello","ror":"https://ror.org/00twmyj12","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210099059"]},{"id":"https://openalex.org/I4405270154","display_name":"Fondazione Franco e Piera Cutino","ror":"https://ror.org/005ayp657","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4405270154"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Aurelio Maggio","raw_affiliation_strings":["Campus of Haematology, Department of Hematology and Oncology, AOOR Villa Sofia-V Cervello, Foundation Franco and Piera Cutino, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-9601-900X","affiliations":[{"raw_affiliation_string":"Campus of Haematology, Department of Hematology and Oncology, AOOR Villa Sofia-V Cervello, Foundation Franco and Piera Cutino, Palermo, Italy","institution_ids":["https://openalex.org/I4210099059","https://openalex.org/I4405270154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051452439","display_name":"Antonio Giulio Piga","orcid":"https://orcid.org/0000-0002-2197-1899","observed_orcids":["https://orcid.org/0000-0002-2197-1899"]},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Piga","raw_affiliation_strings":["University of Turin, Turin, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2197-1899","affiliations":[{"raw_affiliation_string":"University of Turin, Turin, Italy","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032393853","display_name":"Alok Srivastava","orcid":"https://orcid.org/0000-0001-5032-5020","observed_orcids":["https://orcid.org/0000-0001-5032-5020"]},"institutions":[{"id":"https://openalex.org/I4210129261","display_name":"St. John's National Academy of Health Sciences","ror":"https://ror.org/03qvjzj64","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210129261"]},{"id":"https://openalex.org/I4210145302","display_name":"St.John's Medical College Hospital","ror":"https://ror.org/04z7fc725","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210129261","https://openalex.org/I4210145302"]},{"id":"https://openalex.org/I4405287109","display_name":"St. John's Research Institute","ror":"https://ror.org/044h2dg27","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210129261","https://openalex.org/I4405287109"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Alok Srivastava","raw_affiliation_strings":["Center for Research on Rare Blood Disorders, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Thalassemia & Sickle Cell Center, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Haematology Research Unit, St John's Research Institute and Department of Clinical Hematology, St John's Medical College Hospital, St John's National Academy of Health Sciences, Bengaluru, India"],"raw_orcid":"https://orcid.org/0000-0001-5032-5020","affiliations":[{"raw_affiliation_string":"Center for Research on Rare Blood Disorders, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Thalassemia & Sickle Cell Center, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Haematology Research Unit, St John's Research Institute and Department of Clinical Hematology, St John's Medical College Hospital, St John's National Academy of Health Sciences, Bengaluru, India","institution_ids":["https://openalex.org/I4210129261","https://openalex.org/I4210145302","https://openalex.org/I4405287109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058357950","display_name":"Mohamed A. Yassin","orcid":"https://orcid.org/0000-0002-1144-8076","observed_orcids":["https://orcid.org/0000-0002-1144-8076"]},"institutions":[{"id":"https://openalex.org/I4210118835","display_name":"National Center for Cancer Care and Research","ror":"https://ror.org/02d4f9f51","country_code":"QA","type":"healthcare","lineage":["https://openalex.org/I4210118835","https://openalex.org/I49828101"]},{"id":"https://openalex.org/I49828101","display_name":"Hamad Medical Corporation","ror":"https://ror.org/02zwb6n98","country_code":"QA","type":"nonprofit","lineage":["https://openalex.org/I49828101"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohamed A Yassin","raw_affiliation_strings":["Department of Hematology, National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-1144-8076","affiliations":[{"raw_affiliation_string":"Department of Hematology, National Center for Cancer Care and Research, Hamad Medical Corporation, Doha, Qatar","institution_ids":["https://openalex.org/I4210118835","https://openalex.org/I49828101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108441214","display_name":"Hasan Abbas Zaheer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1290603121","display_name":"World Health Organization - Pakistan","ror":"https://ror.org/047bn1w15","country_code":"PK","type":"government","lineage":["https://openalex.org/I1290603121","https://openalex.org/I4210105654","https://openalex.org/I4210105726"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hasan Abbas Zaheer","raw_affiliation_strings":["WHO Country Office, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WHO Country Office, Islamabad, Pakistan","institution_ids":["https://openalex.org/I1290603121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080150203","display_name":"Vip Viprakasit","orcid":"https://orcid.org/0000-0003-3162-1849","observed_orcids":["https://orcid.org/0000-0003-3162-1849"]},"institutions":[{"id":"https://openalex.org/I1332387789","display_name":"Siriraj Hospital","ror":"https://ror.org/0331zs648","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I1332387789"]},{"id":"https://openalex.org/I25399158","display_name":"Mahidol University","ror":"https://ror.org/01znkr924","country_code":"TH","type":"education","lineage":["https://openalex.org/I25399158"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Vip Viprakasit","raw_affiliation_strings":["Department of Pediatrics, Mahidol University, Bangkok, Thailand; Thalassemia Center, Mahidol University, Bangkok, Thailand; Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand"],"raw_orcid":"https://orcid.org/0000-0003-3162-1849","affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Mahidol University, Bangkok, Thailand; Thalassemia Center, Mahidol University, Bangkok, Thailand; Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand","institution_ids":["https://openalex.org/I1332387789","https://openalex.org/I25399158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055062993","display_name":"Khaled M. Musallam","orcid":"https://orcid.org/0000-0003-3935-903X","observed_orcids":["https://orcid.org/0000-0003-3935-903X"]},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4387153466","display_name":"Weill Cornell Medicine","ror":"https://ror.org/02r109517","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}],"countries":["AE","US"],"is_corresponding":true,"raw_author_name":"Khaled M Musallam","raw_affiliation_strings":["Center for Research on Rare Blood Disorders, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Thalassemia & Sickle Cell Center, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Department of Public Health and Epidemiology, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, United Arab Emirates; Division of Hematology/Oncology, Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA. Electronic address: khaled.musallam@inhweb.org"],"raw_orcid":"https://orcid.org/0000-0003-3935-903X","affiliations":[{"raw_affiliation_string":"Center for Research on Rare Blood Disorders, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Thalassemia & Sickle Cell Center, Burjeel Cancer Institute, Burjeel Medical City, Abu Dhabi, United Arab Emirates; Department of Public Health and Epidemiology, College of Medicine and Health Sciences, Khalifa University, Abu Dhabi, United Arab Emirates; Division of Hematology/Oncology, Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA. Electronic address: khaled.musallam@inhweb.org","institution_ids":["https://openalex.org/I176601375","https://openalex.org/I205783295","https://openalex.org/I4387153466"]}]}],"institutions":[],"countries_distinct_count":10,"institutions_distinct_count":23,"corresponding_author_ids":["https://openalex.org/A5055062993"],"corresponding_institution_ids":["https://openalex.org/I176601375","https://openalex.org/I205783295","https://openalex.org/I4387153466"],"apc_list":{"value":7280,"currency":"USD","value_usd":7280},"apc_paid":null,"fwci":2.399,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8253012,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"13","issue":"11","first_page":"e849","last_page":"e864"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10554","display_name":"Hemoglobinopathies and Related Disorders","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics (clinical)"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10554","display_name":"Hemoglobinopathies and Related Disorders","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics (clinical)"},"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/T11280","display_name":"Hemophilia Treatment and Research","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"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/T10452","display_name":"Iron Metabolism and Disorders","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/thalassemia","display_name":"thalassemia","score":0.9959999918937683},{"id":"https://openalex.org/keywords/global-health-equity","display_name":"global health equity","score":0.5699999928474426},{"id":"https://openalex.org/keywords/health-care-access","display_name":"health care access","score":0.7580000162124634},{"id":"https://openalex.org/keywords/hydroxyurea","display_name":"hydroxyurea","score":0.7490000128746033},{"id":"https://openalex.org/keywords/thalidomide","display_name":"thalidomide","score":0.9990000128746033},{"id":"https://openalex.org/keywords/disease-modifying-therapy","display_name":"disease-modifying therapy","score":0.7670000195503235},{"id":"https://openalex.org/keywords/gene-therapy","display_name":"gene therapy","score":0.9259999990463257},{"id":"https://openalex.org/keywords/ai-assisted-diagnosis","display_name":"AI-assisted diagnosis","score":0.6899999976158142},{"id":"https://openalex.org/keywords/remote-healthcare","display_name":"remote care","score":0.6850000023841858},{"id":"https://openalex.org/keywords/low-and-middle-income-countries","display_name":"low- and middle-income countries","score":0.7289999723434448},{"id":"https://openalex.org/keywords/international-cooperation","display_name":"international cooperation","score":0.5149999856948853},{"id":"https://openalex.org/keywords/multidisciplinary-training","display_name":"multidisciplinary training","score":0.6970000267028809},{"id":"https://openalex.org/keywords/resource-limited-settings","display_name":"resource-limited settings","score":0.7329999804496765}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7035999894142151},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6047999858856201},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3619000017642975},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3393999934196472},{"id":"https://openalex.org/C2908731994","wikidata":"https://www.wikidata.org/wiki/Q2509220","display_name":"Hematologic Neoplasms","level":3,"score":0.311599999666214},{"id":"https://openalex.org/C2777799968","wikidata":"https://www.wikidata.org/wiki/Q185137","display_name":"Thalassemia","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29260000586509705},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.24699999392032623},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.24549999833106995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24220000207424164}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007391","descriptor_name":"International Cooperation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013789","descriptor_name":"Thalassemia","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D013789","descriptor_name":"Thalassemia","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D015316","descriptor_name":"Genetic Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/s2352-3026(26)00197-3","doi":"https://doi.org/10.1016/s2352-3026(26)00197-3","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s2352-3026(26)00197-3","pdf_url":null,"source":{"id":"https://openalex.org/S2531671668","display_name":"The Lancet Haematology","issn_l":"2352-3026","issn":["2352-3026","2451-9960"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Lancet Haematology","raw_type":"journal-article"},{"id":"pmid:42838072","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42838072","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,"listed_in":[],"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":"The Lancet. Haematology","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.98580002784729,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"},{"score":0.9090999960899353,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"},{"score":0.7578999996185303,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"},{"score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":129,"referenced_works":["https://openalex.org/W1575413653","https://openalex.org/W1588559777","https://openalex.org/W1963786057","https://openalex.org/W1966779777","https://openalex.org/W1971409282","https://openalex.org/W1974602569","https://openalex.org/W1985255104","https://openalex.org/W1986796600","https://openalex.org/W1989763488","https://openalex.org/W1995325755","https://openalex.org/W2000814838","https://openalex.org/W2000881989","https://openalex.org/W2002791371","https://openalex.org/W2028490312","https://openalex.org/W2052009883","https://openalex.org/W2054254677","https://openalex.org/W2081730646","https://openalex.org/W2083048954","https://openalex.org/W2153899268","https://openalex.org/W2161085175","https://openalex.org/W2170086069","https://openalex.org/W2313541759","https://openalex.org/W2505843965","https://openalex.org/W2742573928","https://openalex.org/W2955881763","https://openalex.org/W2982945214","https://openalex.org/W2984678624","https://openalex.org/W3004363493","https://openalex.org/W3009131842","https://openalex.org/W3014005795","https://openalex.org/W3020280079","https://openalex.org/W3023468526","https://openalex.org/W3036080765","https://openalex.org/W3082507370","https://openalex.org/W3084881506","https://openalex.org/W3097287774","https://openalex.org/W3128313824","https://openalex.org/W3128449883","https://openalex.org/W3143747358","https://openalex.org/W3147962292","https://openalex.org/W3158983111","https://openalex.org/W3169413806","https://openalex.org/W3181781463","https://openalex.org/W3191196969","https://openalex.org/W3195845985","https://openalex.org/W3201291511","https://openalex.org/W3211188073","https://openalex.org/W3213967406","https://openalex.org/W4200570293","https://openalex.org/W4213288371","https://openalex.org/W4220665707","https://openalex.org/W4223939105","https://openalex.org/W4224232886","https://openalex.org/W4224995847","https://openalex.org/W4283028137","https://openalex.org/W4293282453","https://openalex.org/W4296071388","https://openalex.org/W4303629093","https://openalex.org/W4307291891","https://openalex.org/W4307479764","https://openalex.org/W4309495846","https://openalex.org/W4310121799","https://openalex.org/W4312205617","https://openalex.org/W4313532338","https://openalex.org/W4319333634","https://openalex.org/W4362584978","https://openalex.org/W4367188790","https://openalex.org/W4367393767","https://openalex.org/W4367396889","https://openalex.org/W4383894478","https://openalex.org/W4388533136","https://openalex.org/W4390145183","https://openalex.org/W4390366995","https://openalex.org/W4393151618","https://openalex.org/W4396513858","https://openalex.org/W4399201552","https://openalex.org/W4399533783","https://openalex.org/W4399922956","https://openalex.org/W4400778082","https://openalex.org/W4401259011","https://openalex.org/W4404135704","https://openalex.org/W4404866487","https://openalex.org/W4405224250","https://openalex.org/W4406020485","https://openalex.org/W4406097649","https://openalex.org/W4406435294","https://openalex.org/W4406772468","https://openalex.org/W4407690206","https://openalex.org/W4408244350","https://openalex.org/W4409530310","https://openalex.org/W4409840013","https://openalex.org/W4410384665","https://openalex.org/W4410402724","https://openalex.org/W4410925096","https://openalex.org/W4411182221","https://openalex.org/W4411439465","https://openalex.org/W4411902931","https://openalex.org/W4412397486","https://openalex.org/W4412506687","https://openalex.org/W4412882186","https://openalex.org/W4414323688","https://openalex.org/W4414883662","https://openalex.org/W4415267628","https://openalex.org/W4415376502","https://openalex.org/W4415723992","https://openalex.org/W4416067544","https://openalex.org/W4416223880","https://openalex.org/W4416891288","https://openalex.org/W4416902525","https://openalex.org/W7117899869","https://openalex.org/W7123688668","https://openalex.org/W7125098382","https://openalex.org/W7125611811","https://openalex.org/W7125984137","https://openalex.org/W7128780164","https://openalex.org/W7130507493","https://openalex.org/W7133562192","https://openalex.org/W7138243951","https://openalex.org/W7139984406","https://openalex.org/W7147415558","https://openalex.org/W7148903134","https://openalex.org/W7152416878","https://openalex.org/W7154327824","https://openalex.org/W7160421445","https://openalex.org/W7204899677","https://openalex.org/W7212110907","https://openalex.org/W7220674095","https://openalex.org/W7220695122","https://openalex.org/W7220711261"],"related_works":["https://openalex.org/W7220693107","https://openalex.org/W4321164367","https://openalex.org/W7167838328","https://openalex.org/W7155410212","https://openalex.org/W4390838249","https://openalex.org/W4410899588","https://openalex.org/W7163518887","https://openalex.org/W7117899869","https://openalex.org/W2051576885","https://openalex.org/W7125388117"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-10-07T00:00:00"}
