{"id":"https://openalex.org/W7132849009","doi":"https://doi.org/10.1016/j.eswa.2026.131861","title":"Adaptive personalized federated learning for left atrium segmentation from multi-center LGE CMR images","display_name":"Adaptive personalized federated learning for left atrium segmentation from multi-center LGE CMR images","publication_year":2026,"publication_date":"2026-02-28","ids":{"openalex":"https://openalex.org/W7132849009","doi":"https://doi.org/10.1016/j.eswa.2026.131861"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.131861","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.131861","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Expert Systems with Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5127535667","display_name":"Zhe Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Liu","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang Jiangsu, PR China"],"raw_orcid":"https://orcid.org/0000-0002-1197-0390","affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang Jiangsu, PR China","institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127556955","display_name":"Yuyang Xin","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyang Xin","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang Jiangsu, PR China"],"raw_orcid":"https://orcid.org/0009-0004-4933-0809","affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang Jiangsu, PR China","institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127562577","display_name":"Guang Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210096640","display_name":"Royal Brompton Hospital","ror":"https://ror.org/00cv4n034","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800036501","https://openalex.org/I4210096640"]},{"id":"https://openalex.org/I4210119896","display_name":"King's College School","ror":"https://ror.org/02bbqcn27","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210119896"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guang Yang","raw_affiliation_strings":["Bioengineering Department and Imperial-X, Imperial College London, London, W12 7SL, UK","Cardiovascular Research Centre, Royal Brompton Hospital, London, SW3 6NP, UK","National Heart and Lung Institute, Imperial College London, London, SW7 2AZ, UK","School of Biomedical Engineering & Imaging Sciences, King\u2019s, College London London, WC2R 2LS, UK"],"raw_orcid":"https://orcid.org/0000-0001-7344-7733","affiliations":[{"raw_affiliation_string":"Bioengineering Department and Imperial-X, Imperial College London, London, W12 7SL, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Cardiovascular Research Centre, Royal Brompton Hospital, London, SW3 6NP, UK","institution_ids":["https://openalex.org/I4210096640"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, London, SW7 2AZ, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"School of Biomedical Engineering & Imaging Sciences, King\u2019s, College London London, WC2R 2LS, UK","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I4210119896"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086651524","display_name":"Qiaoying Teng","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaoying Teng","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang Jiangsu, PR China"],"raw_orcid":"https://orcid.org/0000-0003-0031-3704","affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang Jiangsu, PR China","institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041439003","display_name":"Xiongfeng Cao","orcid":"https://orcid.org/0000-0002-7858-1322"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I4210111628","display_name":"Affiliated Hospital of Jiangsu University","ror":"https://ror.org/028pgd321","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210111628"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongfeng Cao","raw_affiliation_strings":["Institute of Imaging and Artificial Intelligence, Affiliated Hospital of Jiangsu University, Zhenjiang Jiangsu, PR China"],"raw_orcid":"https://orcid.org/0000-0002-7858-1322","affiliations":[{"raw_affiliation_string":"Institute of Imaging and Artificial Intelligence, Affiliated Hospital of Jiangsu University, Zhenjiang Jiangsu, PR China","institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210111628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111196557","display_name":"Guozhong Du","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154176","display_name":"People's Hospital of Yangzhong","ror":"https://ror.org/0528c5w53","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozhong Du","raw_affiliation_strings":["Department of Radiology, People\u2019s Hospital of Yangzhong City, Zhenjiang Jiangsu, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, People\u2019s Hospital of Yangzhong City, Zhenjiang Jiangsu, PR China","institution_ids":["https://openalex.org/I4210154176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127656628","display_name":"Jun Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Chen","raw_affiliation_strings":["School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang Jiangsu, PR China"],"raw_orcid":"https://orcid.org/0000-0001-5406-0621","affiliations":[{"raw_affiliation_string":"School of Computer Science and Communication Engineering, Jiangsu University, Zhenjiang Jiangsu, PR China","institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210096899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026221239","display_name":"Lingyun Zu","orcid":"https://orcid.org/0000-0001-8026-9496"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210133524","display_name":"Key Laboratory of Nuclear Radiation and Nuclear Energy Technology","ror":"https://ror.org/03prcq065","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366","https://openalex.org/I19820366","https://openalex.org/I4210123885","https://openalex.org/I4210133524","https://openalex.org/I4210137180"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingyun Zu","raw_affiliation_strings":["Beijing Key Laboratory of Cardiovascular Receptors Research, Beijing, 100191, PR China","Department of Cardiology and Institute of Vascular Medicine, Peking University, Third Hospital, Beijing, 100191, PR China","NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Peking University, Beijing, 100191, PR China","State Key Laboratory of Vascular Homeostasis and Remodeling, Peking University, Beijing, 100191, PR China"],"raw_orcid":"https://orcid.org/0000-0001-8026-9496","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Cardiovascular Receptors Research, Beijing, 100191, PR China","institution_ids":["https://openalex.org/I4210133524"]},{"raw_affiliation_string":"Department of Cardiology and Institute of Vascular Medicine, Peking University, Third Hospital, Beijing, 100191, PR China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]},{"raw_affiliation_string":"NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Peking University, Beijing, 100191, PR China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"State Key Laboratory of Vascular Homeostasis and Remodeling, Peking University, Beijing, 100191, PR China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5026221239","https://openalex.org/A5127656628"],"corresponding_institution_ids":["https://openalex.org/I115592961","https://openalex.org/I20231570","https://openalex.org/I4210096899","https://openalex.org/I4210133524","https://openalex.org/I4210141942"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18612154,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"317","issue":null,"first_page":"131861","last_page":"131861"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.33730000257492065,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.33730000257492065,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.21160000562667847,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.06989999860525131,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6388000249862671},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5802000164985657},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5568000078201294},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.5192000269889832},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4050000011920929},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.39629998803138733},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.3677999973297119},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.3328000009059906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8130999803543091},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6388000249862671},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5802000164985657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5799000263214111},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5568000078201294},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5192000269889832},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4050000011920929},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.39629998803138733},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.3677999973297119},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3662000000476837},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35120001435279846},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3328000009059906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C2987395694","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Feature tracking","level":3,"score":0.2928999960422516},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.131861","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.131861","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1251990094","display_name":null,"funder_award_id":"RDA01","funder_id":"https://openalex.org/F4320336039","funder_display_name":"NIHR Imperial Biomedical Research Centre"},{"id":"https://openalex.org/G2624570275","display_name":"Innovative AI-Empowered Organoid Platform for Illuminating Early Neural Tube Development and Related Neural Tube Defects","funder_award_id":"MR/U506710/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G2643361346","display_name":null,"funder_award_id":"2024M751192","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G345367523","display_name":"Fully Automatic Segmentation and Assessment of Atrial Scars for Atrial Fibrillation Patients\nUsing LGE MRI","funder_award_id":"MC_PC_21013","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G3914413823","display_name":null,"funder_award_id":"62501253","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6756521213","display_name":null,"funder_award_id":"MR/V023799/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G6824013940","display_name":null,"funder_award_id":"IEC\\u2216NSFC\\u2216211235","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"},{"id":"https://openalex.org/G6886616584","display_name":null,"funder_award_id":"UKRI2738","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G7986630670","display_name":null,"funder_award_id":"952172","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8375851928","display_name":"Novel Data-Driven Models for robust and generalisable ultra-low-dose PET image reconstruction and high-quality CT-free PET image synthesis","funder_award_id":"220785","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G8588549739","display_name":null,"funder_award_id":"SH2025051","funder_id":"https://openalex.org/F4320327797","funder_display_name":"Science and Technology Planning Social Development Project of Zhenjiang City"},{"id":"https://openalex.org/G8810471603","display_name":null,"funder_award_id":"62276116","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320310441","display_name":"Boehringer Ingelheim","ror":"https://ror.org/00q32j219"},{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320319491","display_name":"Innovative Health Initiative","ror":null},{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320327797","display_name":"Science and Technology Planning Social Development Project of Zhenjiang City","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320336039","display_name":"NIHR Imperial Biomedical Research Centre","ror":"https://ror.org/01kmhx639"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null},{"id":"https://openalex.org/F6625209195","display_name":"Wellcome Leap","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W621251951","https://openalex.org/W2028344184","https://openalex.org/W2889158831","https://openalex.org/W2919115771","https://openalex.org/W2969852609","https://openalex.org/W3004531689","https://openalex.org/W3005437975","https://openalex.org/W3093394156","https://openalex.org/W3157974746","https://openalex.org/W3201574729","https://openalex.org/W4308636236","https://openalex.org/W4385988666","https://openalex.org/W4392699793","https://openalex.org/W4393282477","https://openalex.org/W4393405197","https://openalex.org/W4397023700","https://openalex.org/W4398390914","https://openalex.org/W4398767531","https://openalex.org/W4399559156","https://openalex.org/W4401852674","https://openalex.org/W4404470179","https://openalex.org/W4405425844","https://openalex.org/W4411019864","https://openalex.org/W4411143985","https://openalex.org/W4411540020","https://openalex.org/W4414159097"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2026-03-01T00:00:00"}