{"authors":[{"id":null,"fullName":"Soulier, T.","name":"T.","surname":"Soulier","rank":1,"pid":null},{"id":null,"fullName":"Burgos, Ninon","name":"Ninon","surname":"Burgos","rank":2,"pid":{"id":{"scheme":"orcid_pending","value":"0000-0002-4668-2006"},"provenance":null}},{"id":null,"fullName":"Hassanaly, Ravi","name":"Ravi","surname":"Hassanaly","rank":3,"pid":{"id":{"scheme":"orcid_pending","value":"0009-0009-1304-5906"},"provenance":null}},{"id":null,"fullName":"Pitombeira, M.","name":"M.","surname":"Pitombeira","rank":4,"pid":null},{"id":"orcid_______::0c8c41ea56cb2c4e96d036e23370a198","fullName":"Solal, Maëlys","name":"Maëlys","surname":"Solal","rank":5,"pid":{"id":{"scheme":"orcid","value":"0000-0001-9333-9238"},"provenance":null}},{"id":null,"fullName":"Roy, Hugues","name":"Hugues","surname":"Roy","rank":6,"pid":null},{"id":null,"fullName":"Hamzaoui, M.","name":"M.","surname":"Hamzaoui","rank":7,"pid":null},{"id":null,"fullName":"Yazdan-Panah, A.","name":"A.","surname":"Yazdan-Panah","rank":8,"pid":null},{"id":null,"fullName":"de Paula Faria, D.","name":"D.","surname":"de Paula Faria","rank":9,"pid":null},{"id":null,"fullName":"Louapre, C.","name":"C.","surname":"Louapre","rank":10,"pid":null},{"id":null,"fullName":"Bodini, B.","name":"B.","surname":"Bodini","rank":11,"pid":null},{"id":null,"fullName":"Bottlaender, M.","name":"M.","surname":"Bottlaender","rank":12,"pid":null},{"id":null,"fullName":"Ayache, Nicholas","name":"Nicholas","surname":"Ayache","rank":13,"pid":{"id":{"scheme":"orcid_pending","value":"0009-0007-2359-9596"},"provenance":null}},{"id":null,"fullName":"Colliot, Olivier","name":"Olivier","surname":"Colliot","rank":14,"pid":{"id":{"scheme":"orcid_pending","value":"0000-0002-9836-654x"},"provenance":null}},{"id":null,"fullName":"Stankoff, B.","name":"B.","surname":"Stankoff","rank":15,"pid":null}],"openAccessColor":"hybrid","publiclyFunded":false,"eoscIfGuidelines":null,"type":"publication","language":{"code":"eng","label":"English"},"countries":[{"code":"FR","label":"France","provenance":null}],"subjects":[{"subject":{"scheme":"keyword","value":"[INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI]"},"provenance":null},{"subject":{"scheme":"keyword","value":"Artificial intelligence"},"provenance":null},{"subject":{"scheme":"keyword","value":"[SDV.MHEP] Life Sciences [q-bio]/Human health and pathology"},"provenance":null},{"subject":{"scheme":"keyword","value":"Prodromal Symptoms"},"provenance":null},{"subject":{"scheme":"FOS","value":"02 engineering and technology"},"provenance":null},{"subject":{"scheme":"keyword","value":"Anomaly detection"},"provenance":null},{"subject":{"scheme":"keyword","value":"Pseudo healthy digital twins"},"provenance":null},{"subject":{"scheme":"keyword","value":"Machine Learning"},"provenance":null},{"subject":{"scheme":"keyword","value":"Early Diagnosis"},"provenance":null},{"subject":{"scheme":"keyword","value":"Deep Learning"},"provenance":null},{"subject":{"scheme":"keyword","value":"Artificial Intelligence"},"provenance":null},{"subject":{"scheme":"keyword","value":"Presymptomatic neurological diseases"},"provenance":null},{"subject":{"scheme":"FOS","value":"0202 electrical engineering, electronic engineering, information engineering"},"provenance":null},{"subject":{"scheme":"keyword","value":"Humans"},"provenance":null},{"subject":{"scheme":"keyword","value":"Cognitive Dysfunction"},"provenance":null},{"subject":{"scheme":"keyword","value":"Nervous System Diseases"},"provenance":null}],"mainTitle":"Artificial intelligence in presymptomatic neurological diseases: Bridging normal variation and prodromal signatures","subTitle":null,"descriptions":["Presymptomatic neurological diseases are marked by early pathological changes that occur before overt clinical symptoms. These stages, which include prodromes such as REM sleep behavior disorder in Parkinson's or mild cognitive impairment in Alzheimer's, offer critical opportunities for early intervention. However, their detection remains challenging due to the subtlety of changes and the overlap with normal interindividual variability. Artificial intelligence (AI), especially machine learning (ML) and deep learning (DL), offers new tools to uncover hidden signatures in complex biomedical data. First, we explore how supervised ML models can detect known prodromal patterns across diverse modalities, including EEG, cognitive scores, and structural imaging. Depending on the input, various model types - such as tree-based algorithms for structured data and convolutional or transformer networks for images and signals - can extract predictive features of early neurodegeneration. These approaches have demonstrated success in identifying at-risk individuals before clinical thresholds are reached. Yet, detecting only known patterns limits the scope of early intervention. Many individuals who will go on to develop neurological disease may not yet exhibit any recognized prodromal syndrome. Bridging this gap requires moving beyond predefined labels toward models capable of identifying subtle, unknown anomalies in individuals still considered healthy. Second, we address the detection of latent anomalies among individuals not yet considered at risk without identifiable known prodromal patterns. By mining clinical records, free-text medical notes, and population-level health databases (e.g., UK Biobank, EDS-AP-HP), and by analyzing sensor data from smartphones or wearables, AI can flag deviations from healthy patterns long before symptom onset or formal diagnosis. This approach holds promise for scalable, low-burden, ecological screening. Finally, we introduce the concept of pseudo-healthy twins - synthetic, personalized baselines generated from structural data such as MRI, to improve anomaly detection. These models predict a patient's expected healthy signal in another modality, such as PET, enabling the subtraction of normal anatomical and physiological variability to isolate disease-specific effects. Generative models like GANs and VAEs have shown promise in producing these cross-modal references, enhancing early anomaly detection in diseases like Alzheimer's and multiple sclerosis. Together, these approaches show how AI can bridge the gap between normal variation and early pathology, enabling more sensitive, personalized, and population-scalable detection of presymptomatic neurological disease."],"publicationDate":"2025-11-01","publisher":"Elsevier BV","embargoEndDate":null,"sources":["Crossref"],"formats":["application/pdf"],"contributors":["Soulier, Théodore"],"coverages":null,"bestAccessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"container":{"name":"Revue Neurologique","issnPrinted":"0035-3787","issnOnline":null,"issnLinking":null,"ep":"950","iss":null,"sp":"944","vol":"181","edition":null,"conferencePlace":null,"conferenceDate":null},"documentationUrls":null,"codeRepositoryUrl":null,"programmingLanguage":null,"contactPeople":null,"contactGroups":null,"tools":null,"size":null,"version":null,"geoLocations":null,"id":"doi_dedup___::45294e7f0a76f899c839483c4e28b545","originalIds":["S0035378725005843","10.1016/j.neurol.2025.07.011","50|doiboost____|45294e7f0a76f899c839483c4e28b545","41238324","50|od______1398::7f71972d619dedf052af4a6afbe0507f","oai:HAL:hal-05378338v1","50|od______4596::7f71972d619dedf052af4a6afbe0507f","50|od_______165::7f71972d619dedf052af4a6afbe0507f"],"pids":[{"scheme":"doi","value":"10.1016/j.neurol.2025.07.011"},{"scheme":"pmid","value":"41238324"}],"dateOfCollection":null,"lastUpdateTimeStamp":null,"indicators":{"citationImpact":{"citationCount":0.0,"influence":2.2251732E-9,"popularity":2.342466E-9,"impulse":0.0,"citationClass":"C5","influenceClass":"C5","impulseClass":"C5","popularityClass":"C5"}},"projects":[{"id":"corda_____he::239431c50f91f0628dc564a447523770","code":"101136607","acronym":"CLARA","title":"Center for Artificial Intelligence and Quantum Computing in System Brain Research","funder":"European Commission","pids":[{"scheme":"doi","value":"10.3030/101136607"}]},{"id":"anr_________::d9b2b1ddd01febc5793b4ec1ecde49a5","code":"ANR-23-CE45-0005","acronym":"ANO-NEURO","title":"Anomaly Detection in Multimodal Neuroimaging for the Computer-aided Diagnosis of Dementia","funder":"French National Research Agency (ANR)","pids":null},{"id":"anr_________::fb63e6769e8554231f87d87ad6a2131d","code":"ANR-23-IACL-0001","acronym":"3IA Côte d'Azur 2030","title":null,"funder":"French National Research Agency (ANR)","pids":null},{"id":"anr_________::82253cf4c084b8bd23fdac0f68fed284","code":"ANR-19-P3IA-0001","acronym":"PRAIRIE","title":null,"funder":"French National Research Agency (ANR)","pids":null},{"id":"anr_________::29a30475e984522033a4d2d706018792","code":"ANR-23-IACL-0008","acronym":"PR[AI]RIE-PSAI","title":null,"funder":"French National Research Agency (ANR)","pids":null}],"organizations":[{"legalName":"University of Paris-Saclay","acronym":"University of Paris-Saclay","id":"openorgs____::73cf8de68002e3784cb71b0517d9bfbe","pids":[{"scheme":"wikidata","value":"Q109409389"},{"scheme":"fundref","value":"501100007241"},{"scheme":"PIC","value":"897067059"},{"scheme":"Wikidata","value":"Q109409389"},{"scheme":"FundRef","value":"501100007241"},{"scheme":"ISNI","value":"0000000449106535"},{"scheme":"Wikidata","value":"Q13531686"},{"scheme":"OrgRef","value":"47001019"},{"scheme":"Wikidata","value":"Q47517152"},{"scheme":"ROR","value":"https://ror.org/03xjwb503"},{"scheme":"GRID","value":"grid.460789.4"}]},{"legalName":"Sorbonne Université","acronym":"Sorbonne Université","id":"ror_________::f96a072a73f381c44ad394ad0a589878","pids":[{"scheme":"ROR","value":"https://ror.org/02en5vm52"},{"scheme":"fundref","value":"501100005737"},{"scheme":"fundref","value":"501100019125"},{"scheme":"fundref","value":"100012946"},{"scheme":"GRID","value":"grid.462844.8"},{"scheme":"ISNI","value":"0000000123081657"},{"scheme":"wikidata","value":"Q41497113"},{"scheme":"wikidata","value":"Q3491150"},{"scheme":"wikidata","value":"Q546118"},{"scheme":"wikidata","value":"Q1144549"}]},{"legalName":"French Institute for Research in Computer Science and Automation","acronym":"INRIA","id":"openorgs____::b1a28649a82b98ae497d5c7782656740","pids":[{"scheme":"Wikidata","value":"Q1146208"},{"scheme":"PIC","value":"999547074"},{"scheme":"GRID","value":"grid.5328.c"},{"scheme":"FundRef","value":"100012950"},{"scheme":"OrgReg","value":"FR1032"},{"scheme":"ISNI","value":"0000000121863954"},{"scheme":"RNSR","value":"RNSR:201521338H"},{"scheme":"RNSR","value":"RNSR:202023687P"},{"scheme":"OrgRef","value":"318413"},{"scheme":"fundref","value":"100012950"},{"scheme":"ROR","value":"https://ror.org/02kvxyf05"},{"scheme":"wikidata","value":"Q1146208"},{"scheme":"ISNI","value":"0000000121641438"}]},{"legalName":"French National Centre for Scientific Research","acronym":"CNRS","id":"openorgs____::7fbdf9cd4423c4604745a16afe728bc7","pids":[{"scheme":"FundRef","value":"501100004794"},{"scheme":"Wikidata","value":"Q39411466"},{"scheme":"fundref","value":"501100004794"},{"scheme":"wikidata","value":"Q280413"},{"scheme":"Wikidata","value":"Q280413"},{"scheme":"ROR","value":"https://ror.org/02feahw73"},{"scheme":"ISNI","value":"0000000121129282"},{"scheme":"ISNI","value":"0000000122597504"},{"scheme":"wikidata","value":"Q39411466"},{"scheme":"OrgRef","value":"144610"},{"scheme":"GRID","value":"grid.4444.0"}]},{"legalName":"Assistance Publique -Hopitaux De Paris","acronym":"AP-HP","id":"openorgs____::530454b77c12098816537c2bf66f3267","pids":[{"scheme":"GRID","value":"grid.50550.35"},{"scheme":"RNSR","value":"RNSR:201923404L"},{"scheme":"ROR","value":"https://ror.org/00pg5jh14"},{"scheme":"RNSR","value":"RNSR:201923446G"},{"scheme":"RNSR","value":"RNSR:202023547M"},{"scheme":"fundref","value":"501100002738"},{"scheme":"Wikidata","value":"Q2867205"},{"scheme":"RNSR","value":"RNSR:201923345X"},{"scheme":"wikidata","value":"Q2867205"},{"scheme":"RNSR","value":"RNSR:201923386S"},{"scheme":"RNSR","value":"RNSR:201923371A"},{"scheme":"RNSR","value":"RNSR:201923449K"},{"scheme":"ISNI","value":"0000000121754109"},{"scheme":"RNSR","value":"RNSR:201923403K"},{"scheme":"OrgReg","value":"FR2117"},{"scheme":"RNSR","value":"RNSR:201923381L"},{"scheme":"RNSR","value":"RNSR:201019165T"},{"scheme":"RNSR","value":"RNSR:201923450L"},{"scheme":"RNSR","value":"RNSR:201923351D"},{"scheme":"fundref","value":"501100009820"},{"scheme":"RNSR","value":"RNSR:201923342U"},{"scheme":"RNSR","value":"RNSR:201019150B"},{"scheme":"PIC","value":"999645432"},{"scheme":"PIC","value":"998373083"},{"scheme":"RNSR","value":"RNSR:201923444E"},{"scheme":"RNSR","value":"RNSR:201923346Y"},{"scheme":"FundRef","value":"501100002738"},{"scheme":"FundRef","value":"501100009820"},{"scheme":"RNSR","value":"RNSR:201923344W"}]},{"legalName":"Inserm","acronym":"INSERM","id":"openorgs____::50c715fc6e0a1f3bcd8238b190b89f79","pids":[{"scheme":"OrgRef","value":"6885694"},{"scheme":"wikidata","value":"Q1474517"},{"scheme":"FundRef","value":"501100001677"},{"scheme":"GRID","value":"grid.7429.8"},{"scheme":"ISNI","value":"0000000121866389"},{"scheme":"ROR","value":"https://ror.org/02vjkv261"},{"scheme":"fundref","value":"501100001677"},{"scheme":"Wikidata","value":"Q1474517"}]},{"legalName":"Université Côte d'Azur","acronym":"UCA","id":"openorgs____::8b6e6d0d54aabca98cd7b4cf62ae190e","pids":[{"scheme":"wikidata","value":"Q19370961"},{"scheme":"fundref","value":"501100013371"},{"scheme":"OrgRef","value":"47001065"},{"scheme":"Wikidata","value":"Q19370961"},{"scheme":"FundRef","value":"501100013371"},{"scheme":"ISNI","value":"0000000449106551"},{"scheme":"GRID","value":"grid.460782.f"},{"scheme":"ROR","value":"https://ror.org/019tgvf94"}]},{"legalName":"Research Centre Inria Sophia Antipolis - Méditerranée","acronym":"Research Centre Inria Sophia Antipolis - Méditerranée","id":"openorgs____::19ee1232cbb888b513145da9996fab65","pids":[{"scheme":"ROR","value":"https://ror.org/01nzkaw91"},{"scheme":"GRID","value":"grid.457356.6"},{"scheme":"RNSR","value":"RNSR:198318250R"}]},{"legalName":"Frédéric Joliot Institute for Life Sciences","acronym":"Frédéric Joliot Institute for Life Sciences","id":"openorgs____::2cc633ac72500fda40a16f94f934cf5e","pids":[{"scheme":"GRID","value":"grid.503140.3"},{"scheme":"RNSR","value":"RNSR:201521299R"},{"scheme":"RNSR","value":"RNSR:199018603U"},{"scheme":"Wikidata","value":"Q61933008"},{"scheme":"wikidata","value":"Q61933008"},{"scheme":"ROR","value":"https://ror.org/016pnwd02"},{"scheme":"RNSR","value":"RNSR:201722498K"}]},{"legalName":"Institut du Cerveau","acronym":"ICM","id":"openorgs____::bc137673732ab6597af1bdb865ad7237","pids":[{"scheme":"GRID","value":"grid.425274.2"},{"scheme":"wikidata","value":"Q3152211"},{"scheme":"Wikidata","value":"Q3152211"},{"scheme":"RNSR","value":"RNSR:200716490Y"},{"scheme":"CNRS","value":"UMR7225"},{"scheme":"RNSR","value":"RNSR:200918525B"},{"scheme":"ISNI","value":"0000000406205939"},{"scheme":"ROR","value":"https://ror.org/050gn5214"},{"scheme":"PIC","value":"983240210"},{"scheme":"OrgReg","value":"FR4008"}]},{"legalName":"INRIA Paris","acronym":"INRIA Paris","id":"pending_org_::0237ccd4352fe29e9a2cfd7fe0da279e","pids":[{"scheme":"RNSR","value":"RNSR:200818248E"},{"scheme":"RNSR","value":"RNSR:196718247G"}]},{"legalName":"Sorbonne université","acronym":"Sorbonne université","id":"pending_org_::a223c1a76c5decf3e45df69c1921c9bf","pids":[{"scheme":"RNSR","value":"RNSR:199712651U"}]},{"legalName":"UNIVERSIDADE DE SAO PAULO","acronym":"USP","id":"pending_org_::9c29ed3ff8d1e84fbacfa1053586a015","pids":[{"scheme":"GRID","value":"grid.411227.3"},{"scheme":"GRID","value":"grid.440563.0"},{"scheme":"mag_id","value":"101100930"},{"scheme":"PIC","value":"992692084"},{"scheme":"mag_id","value":"51235708"},{"scheme":"mag_id","value":"81009624"},{"scheme":"GRID","value":"grid.412352.3"},{"scheme":"mag_id","value":"3130823459"},{"scheme":"GRID","value":"grid.462988.9"},{"scheme":"GRID","value":"grid.442109.a"},{"scheme":"mag_id","value":"3129565396"},{"scheme":"mag_id","value":"86986937"},{"scheme":"mag_id","value":"25112270"},{"scheme":"GRID","value":"grid.412409.a"},{"scheme":"GRID","value":"grid.411195.9"},{"scheme":"PIC","value":"964550444"},{"scheme":"GRID","value":"grid.441972.d"},{"scheme":"GRID","value":"grid.411247.5"},{"scheme":"mag_id","value":"3018035901"},{"scheme":"GRID","value":"grid.411177.5"},{"scheme":"mag_id","value":"84554738"},{"scheme":"mag_id","value":"330528248"},{"scheme":"mag_id","value":"177909021"},{"scheme":"mag_id","value":"3130788380"},{"scheme":"mag_id","value":"44839336"},{"scheme":"GRID","value":"grid.412376.5"},{"scheme":"mag_id","value":"62885914"},{"scheme":"mag_id","value":"3017928408"},{"scheme":"mag_id","value":"3123346794"},{"scheme":"mag_id","value":"41458283"},{"scheme":"GRID","value":"grid.442085.f"},{"scheme":"GRID","value":"grid.411173.1"},{"scheme":"mag_id","value":"3130004620"},{"scheme":"GRID","value":"grid.440587.a"},{"scheme":"GRID","value":"grid.440558.8"},{"scheme":"GRID","value":"grid.473007.7"},{"scheme":"GRID","value":"grid.271300.7"},{"scheme":"GRID","value":"grid.11899.38"},{"scheme":"ROR","value":"https://ror.org/036rp1748"},{"scheme":"GRID","value":"grid.8430.f"},{"scheme":"GRID","value":"grid.440565.6"},{"scheme":"mag_id","value":"219826191"},{"scheme":"mag_id","value":"71437568"},{"scheme":"GRID","value":"grid.411181.c"},{"scheme":"GRID","value":"grid.411252.1"},{"scheme":"mag_id","value":"102159200"},{"scheme":"mag_id","value":"68106152"},{"scheme":"mag_id","value":"1317776637"},{"scheme":"GRID","value":"grid.412371.2"},{"scheme":"mag_id","value":"2802295813"},{"scheme":"GRID","value":"grid.448725.8"},{"scheme":"GRID","value":"grid.411132.4"},{"scheme":"GRID","value":"grid.473010.1"},{"scheme":"GRID","value":"grid.456932.f"},{"scheme":"mag_id","value":"161127581"},{"scheme":"PIC","value":"987062010"},{"scheme":"mag_id","value":"226123470"},{"scheme":"mag_id","value":"221977067"},{"scheme":"GRID","value":"grid.442132.2"},{"scheme":"GRID","value":"grid.442225.7"},{"scheme":"mag_id","value":"163039527"},{"scheme":"mag_id","value":"62921916"},{"scheme":"GRID","value":"grid.441994.5"},{"scheme":"mag_id","value":"72872986"},{"scheme":"GRID","value":"grid.411206.0"},{"scheme":"PIC","value":"998816179"},{"scheme":"GRID","value":"grid.412386.a"},{"scheme":"mag_id","value":"190085865"},{"scheme":"mag_id","value":"88273585"},{"scheme":"mag_id","value":"107931983"},{"scheme":"GRID","value":"grid.411198.4"},{"scheme":"mag_id","value":"3129508524"},{"scheme":"mag_id","value":"59606676"},{"scheme":"GRID","value":"grid.412380.c"},{"scheme":"mag_id","value":"3121799822"},{"scheme":"GRID","value":"grid.411249.b"},{"scheme":"PIC","value":"997151465"},{"scheme":"GRID","value":"grid.26141.30"},{"scheme":"mag_id","value":"122558511"},{"scheme":"PIC","value":"999844379"},{"scheme":"mag_id","value":"110200422"},{"scheme":"mag_id","value":"17974374"},{"scheme":"mag_id","value":"123001628"},{"scheme":"GRID","value":"grid.412393.e"},{"scheme":"GRID","value":"grid.412369.b"},{"scheme":"PIC","value":"999889096"},{"scheme":"mag_id","value":"59530521"},{"scheme":"mag_id","value":"56001253"},{"scheme":"GRID","value":"grid.473001.1"},{"scheme":"mag_id","value":"1314665148"},{"scheme":"mag_id","value":"32725510"}]},{"legalName":"SORBONNE UNIVERSITÉ","acronym":"SORBONNE UNIVERSITÉ","id":"pending_org_::2c76399be70ab769649190a947b29349","pids":[{"scheme":"RNSR","value":"RNSR:199912418G"},{"scheme":"RNSR","value":"RNSR:199712644L"},{"scheme":"RNSR","value":"RNSR:201420767S"},{"scheme":"RNSR","value":"RNSR:200517555P"},{"scheme":"RNSR","value":"RNSR:200919210W"},{"scheme":"RNSR","value":"RNSR:199712620K"},{"scheme":"RNSR","value":"RNSR:200918542V"},{"scheme":"RNSR","value":"RNSR:202524643G"},{"scheme":"RNSR","value":"RNSR:201522729V"},{"scheme":"RNSR","value":"RNSR:199712668M"},{"scheme":"RNSR","value":"RNSR:200918463J"},{"scheme":"RNSR","value":"RNSR:199712632Y"},{"scheme":"RNSR","value":"RNSR:200918526C"},{"scheme":"RNSR","value":"RNSR:201119726Y"},{"scheme":"RNSR","value":"RNSR:201420847D"},{"scheme":"RNSR","value":"RNSR:200512529B"},{"scheme":"RNSR","value":"RNSR:201923185Y"},{"scheme":"RNSR","value":"RNSR:200918450V"},{"scheme":"RNSR","value":"RNSR:199812843Y"},{"scheme":"RNSR","value":"RNSR:199712651U"},{"scheme":"RNSR","value":"RNSR:200112481S"},{"scheme":"RNSR","value":"RNSR:202524638B"},{"scheme":"RNSR","value":"RNSR:201420916D"},{"scheme":"RNSR","value":"RNSR:200616450J"},{"scheme":"RNSR","value":"RNSR:200716512X"},{"scheme":"RNSR","value":"RNSR:199712636C"},{"scheme":"RNSR","value":"RNSR:201019031X"},{"scheme":"RNSR","value":"RNSR:199812927P"},{"scheme":"RNSR","value":"RNSR:200615330S"},{"scheme":"RNSR","value":"RNSR:201420764N"},{"scheme":"RNSR","value":"RNSR:200712566H"},{"scheme":"RNSR","value":"RNSR:201420917E"},{"scheme":"RNSR","value":"RNSR:201822759P"},{"scheme":"RNSR","value":"RNSR:200918471T"}]},{"legalName":"Centre Inria de Sorbonne Université","acronym":"Centre Inria de Sorbonne Université","id":"pending_org_::3b93b28443288f8c65669ae56f0f036c","pids":[{"scheme":"ROR","value":"https://ror.org/03cjm2544"}]},{"legalName":"Centre Inria de Paris","acronym":"Centre Inria de Paris","id":"pending_org_::abf35e0b06641f0209f0919fb22c4988","pids":[{"scheme":"ROR","value":"https://ror.org/05eyd5d35"}]},{"legalName":"SORBONNE UNIVERSITE","acronym":"SORBONNE UNIVERSITE","id":"pending_org_::525436984985b231a57857645feb01e8","pids":null},{"legalName":"Pitié-Salpêtrière Hospital","acronym":"Pitié-Salpêtrière Hospital","id":"openorgs____::20c79fc8c919e64d1ab854c90b591f2a","pids":[{"scheme":"Wikidata","value":"Q939883"},{"scheme":"OrgRef","value":"1035358"},{"scheme":"ISNI","value":"0000000121509058"},{"scheme":"GRID","value":"grid.411439.a"},{"scheme":"ROR","value":"https://ror.org/02mh9a093"},{"scheme":"wikidata","value":"Q939883"}]},{"legalName":"SORBONNE UNIVERSITE","acronym":"SORBONNE UNIVERSITE","id":"pending_org_::c7cc7acc77ca866f55c4af873c8be5a1","pids":[{"scheme":"RNSR","value":"RNSR:200517555P"},{"scheme":"RNSR","value":"RNSR:199712634A"},{"scheme":"RNSR","value":"RNSR:199812843Y"},{"scheme":"RNSR","value":"RNSR:201822759P"}]},{"legalName":"COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES","acronym":"CEA","id":"pending_org_::ec98a602fa61f571dfe03106a1ade993","pids":[{"scheme":"RNSR","value":"RNSR:201023147W"},{"scheme":"RNSR","value":"RNSR:201521687M"},{"scheme":"RNSR","value":"RNSR:201521299R"},{"scheme":"RNSR","value":"RNSR:202124054J"},{"scheme":"RNSR","value":"RNSR:201722556Y"},{"scheme":"RNSR","value":"RNSR:200316919G"},{"scheme":"RNSR","value":"RNSR:197419288H"},{"scheme":"RNSR","value":"RNSR:200423157H"},{"scheme":"RNSR","value":"RNSR:201622497N"},{"scheme":"RNSR","value":"RNSR:200717445L"},{"scheme":"RNSR","value":"RNSR:202124018V"},{"scheme":"RNSR","value":"RNSR:200722609Z"},{"scheme":"RNSR","value":"RNSR:196317869N"},{"scheme":"RNSR","value":"RNSR:201120535C"},{"scheme":"RNSR","value":"RNSR:199018589D"},{"scheme":"RNSR","value":"RNSR:201923196K"},{"scheme":"RNSR","value":"RNSR:201722507V"},{"scheme":"OrgReg","value":"FR1016"},{"scheme":"RNSR","value":"RNSR:201722504S"},{"scheme":"RNSR","value":"RNSR:201522372G"},{"scheme":"RNSR","value":"RNSR:200717446M"},{"scheme":"RNSR","value":"RNSR:200711914Z"},{"scheme":"RNSR","value":"RNSR:201722558A"},{"scheme":"RNSR","value":"RNSR:195818595Z"},{"scheme":"RNSR","value":"RNSR:201722557Z"},{"scheme":"RNSR","value":"RNSR:201722561D"},{"scheme":"RNSR","value":"RNSR:200418592W"},{"scheme":"RNSR","value":"RNSR:202324381F"},{"scheme":"RNSR","value":"RNSR:200317477N"},{"scheme":"RNSR","value":"RNSR:199018606X"},{"scheme":"RNSR","value":"RNSR:196718590E"},{"scheme":"RNSR","value":"RNSR:202023520H"},{"scheme":"RNSR","value":"RNSR:199118598J"},{"scheme":"RNSR","value":"RNSR:201521685K"},{"scheme":"RNSR","value":"RNSR:199911764W"},{"scheme":"RNSR","value":"RNSR:201722545L"},{"scheme":"RNSR","value":"RNSR:201722513B"},{"scheme":"RNSR","value":"RNSR:201923169F"},{"scheme":"RNSR","value":"RNSR:201119446U"},{"scheme":"RNSR","value":"RNSR:200118591H"},{"scheme":"RNSR","value":"RNSR:199018603U"},{"scheme":"RNSR","value":"RNSR:201722512A"},{"scheme":"RNSR","value":"RNSR:200611689J"},{"scheme":"RNSR","value":"RNSR:200418580H"},{"scheme":"RNSR","value":"RNSR:201119439L"},{"scheme":"RNSR","value":"RNSR:199024069K"},{"scheme":"RNSR","value":"RNSR:201722552U"},{"scheme":"mag_id","value":"1308403363"},{"scheme":"PIC","value":"999992401"},{"scheme":"RNSR","value":"RNSR:199712093M"},{"scheme":"RNSR","value":"RNSR:201119577L"},{"scheme":"RNSR","value":"RNSR:199118599K"},{"scheme":"RNSR","value":"RNSR:200711922H"},{"scheme":"RNSR","value":"RNSR:200012703M"},{"scheme":"RNSR","value":"RNSR:201722498K"},{"scheme":"RNSR","value":"RNSR:202124048C"},{"scheme":"RNSR","value":"RNSR:200919203N"},{"scheme":"RNSR","value":"RNSR:201521304W"}]},{"legalName":"Universidade de São Paulo","acronym":"USP","id":"openorgs____::0e7255aa01f2c42b8175b81d5d084894","pids":[{"scheme":"ROR","value":"https://ror.org/03vrj4p82"},{"scheme":"ROR","value":"https://ror.org/00ttbwp87"},{"scheme":"FundRef","value":"501100005640"},{"scheme":"fundref","value":"501100007386"},{"scheme":"Wikidata","value":"Q835960"},{"scheme":"wikidata","value":"Q7894387"},{"scheme":"ISNI","value":"0000000105795912"},{"scheme":"fundref","value":"501100005639"},{"scheme":"GRID","value":"grid.428481.3"},{"scheme":"wikidata","value":"Q4384447"},{"scheme":"ISNI","value":"000000012112182X"},{"scheme":"Wikidata","value":"Q4384447"},{"scheme":"FundRef","value":"501100007387"},{"scheme":"GRID","value":"grid.412268.b"},{"scheme":"wikidata","value":"Q7894396"},{"scheme":"GRID","value":"grid.442227.5"},{"scheme":"GRID","value":"grid.456932.f"},{"scheme":"GRID","value":"grid.442225.7"},{"scheme":"FundRef","value":"501100005639"},{"scheme":"FundRef","value":"100018217"},{"scheme":"fundref","value":"501100007387"},{"scheme":"OrgRef","value":"3909453"},{"scheme":"OrgRef","value":"32718792"},{"scheme":"wikidata","value":"Q48872290"},{"scheme":"OrgRef","value":"22998677"},{"scheme":"Wikidata","value":"Q7894387"},{"scheme":"wikidata","value":"Q10274618"},{"scheme":"ROR","value":"https://ror.org/02k5swt12"},{"scheme":"ISNI","value":"0000000102984494"},{"scheme":"Wikidata","value":"Q48872290"},{"scheme":"GRID","value":"grid.411249.b"},{"scheme":"FundRef","value":"501100007386"},{"scheme":"ISNI","value":"0000000115163599"},{"scheme":"ROR","value":"https://ror.org/012mm7y56"},{"scheme":"wikidata","value":"Q5428833"},{"scheme":"OrgRef","value":"23565751"},{"scheme":"ISNI","value":"0000000122951681"},{"scheme":"Wikidata","value":"Q10302858"},{"scheme":"Wikidata","value":"Q10274618"},{"scheme":"wikidata","value":"Q10387876"},{"scheme":"ROR","value":"https://ror.org/02sfdnr59"},{"scheme":"ROR","value":"https://ror.org/012gg9483"},{"scheme":"ISNI","value":"0000000419370722"},{"scheme":"Wikidata","value":"Q5428833"},{"scheme":"wikidata","value":"Q593710"},{"scheme":"fundref","value":"501100020987"},{"scheme":"Wikidata","value":"Q48872581"},{"scheme":"wikidata","value":"Q48872581"},{"scheme":"Wikidata","value":"Q10387876"},{"scheme":"wikidata","value":"Q10302858"},{"scheme":"fundref","value":"501100005640"},{"scheme":"FundRef","value":"501100020987"},{"scheme":"OrgRef","value":"561499"},{"scheme":"Wikidata","value":"Q7894396"},{"scheme":"fundref","value":"100018217"},{"scheme":"GRID","value":"grid.11899.38"},{"scheme":"fundref","value":"501100005638"},{"scheme":"ROR","value":"https://ror.org/036rp1748"},{"scheme":"Wikidata","value":"Q593710"},{"scheme":"OrgRef","value":"2336382"},{"scheme":"ISNI","value":"0000000105147202"},{"scheme":"wikidata","value":"Q835960"},{"scheme":"FundRef","value":"501100005638"}]},{"legalName":"Sorbonne Universite","acronym":"Sorbonne Universite","id":"pending_org_::86066b538eb6baa6bd3acd7d6168748a","pids":[{"scheme":"RNSR","value":"RNSR:201923219K"}]},{"legalName":"Centre Hospitalier Universitaire de Bordeaux","acronym":"CHU","id":"openorgs____::e46bfd95ef48cbf31a8612bc4da88353","pids":[{"scheme":"RNSR","value":"RNSR:201119462L"},{"scheme":"RNSR","value":"RNSR:200316296E"},{"scheme":"GRID","value":"grid.42399.35"},{"scheme":"mag_id","value":"3018323443"},{"scheme":"ISNI","value":"0000000405937118"},{"scheme":"OrgReg","value":"FR2059"},{"scheme":"ROR","value":"https://ror.org/01hq89f96"},{"scheme":"fundref","value":"501100010457"},{"scheme":"FundRef","value":"501100010457"}]},{"legalName":"Sorbonne University","acronym":"Sorbonne University","id":"openorgs____::d5eb679abdd31f70fcd4c8ba711148bf","pids":[{"scheme":"OrgReg","value":"FR0808"},{"scheme":"RNSR","value":"RNSR:199912418G"},{"scheme":"ISNI","value":"0000000123081657"},{"scheme":"RNSR","value":"RNSR:199712666K"},{"scheme":"Wikidata","value":"Q546118"},{"scheme":"RNSR","value":"RNSR:199712644L"},{"scheme":"RNSR","value":"RNSR:201420756E"},{"scheme":"RNSR","value":"RNSR:199719334H"},{"scheme":"ROR","value":"https://ror.org/02en5vm52"},{"scheme":"RNSR","value":"RNSR:200517555P"},{"scheme":"OrgReg","value":"FR0347"},{"scheme":"OrgRef","value":"47001018"},{"scheme":"RNSR","value":"RNSR:200919210W"},{"scheme":"RNSR","value":"RNSR:199812880N"},{"scheme":"OrgRef","value":"4732720"},{"scheme":"OrgRef","value":"3749721"},{"scheme":"RNSR","value":"RNSR:199712620K"},{"scheme":"mag_id","value":"39804081"},{"scheme":"RNSR","value":"RNSR:200918542V"},{"scheme":"RNSR","value":"RNSR:200919226N"},{"scheme":"RNSR","value":"RNSR:199712668M"},{"scheme":"RNSR","value":"RNSR:201019356A"},{"scheme":"RNSR","value":"RNSR:200918463J"},{"scheme":"RNSR","value":"RNSR:200212794C"},{"scheme":"RNSR","value":"RNSR:199712632Y"},{"scheme":"RNSR","value":"RNSR:200918526C"},{"scheme":"RNSR","value":"RNSR:199812867Z"},{"scheme":"Wikidata","value":"Q3491150"},{"scheme":"RNSR","value":"RNSR:201119726Y"},{"scheme":"GRID","value":"grid.462844.8"},{"scheme":"RNSR","value":"RNSR:200612819M"},{"scheme":"RNSR","value":"RNSR:199712661E"},{"scheme":"PIC","value":"909875521"},{"scheme":"RNSR","value":"RNSR:201420918F"},{"scheme":"RNSR","value":"RNSR:199712634A"},{"scheme":"RNSR","value":"RNSR:200512529B"},{"scheme":"RNSR","value":"RNSR:201923185Y"},{"scheme":"RNSR","value":"RNSR:200918450V"},{"scheme":"Wikidata","value":"Q1144549"},{"scheme":"RNSR","value":"RNSR:201420871E"},{"scheme":"RNSR","value":"RNSR:201420765P"},{"scheme":"RNSR","value":"RNSR:199812843Y"},{"scheme":"RNSR","value":"RNSR:199712651U"},{"scheme":"RNSR","value":"RNSR:200112481S"},{"scheme":"RNSR","value":"RNSR:201420916D"},{"scheme":"RNSR","value":"RNSR:199712631X"},{"scheme":"RNSR","value":"RNSR:200716512X"},{"scheme":"Wikidata","value":"Q41497113"},{"scheme":"RNSR","value":"RNSR:199712636C"},{"scheme":"RNSR","value":"RNSR:201019031X"},{"scheme":"RNSR","value":"RNSR:199712664H"},{"scheme":"RNSR","value":"RNSR:201420764N"},{"scheme":"RNSR","value":"RNSR:200712566H"},{"scheme":"RNSR","value":"RNSR:199812926N"},{"scheme":"FundRef","value":"501100005737"},{"scheme":"RNSR","value":"RNSR:200119846X"},{"scheme":"RNSR","value":"RNSR:201822759P"},{"scheme":"RNSR","value":"RNSR:200918471T"}]},{"legalName":"French Atomic Energy Commission","acronym":"French Atomic Energy Commission","id":"pending_org_::83c9f6465e7cfc4f328c32b4c20f09b1","pids":[{"scheme":"RNSR","value":"RNSR:201119732E"},{"scheme":"RNSR","value":"RNSR:200118591H"},{"scheme":"RNSR","value":"RNSR:200611689J"},{"scheme":"RNSR","value":"RNSR:201119577L"},{"scheme":"RNSR","value":"RNSR:199118599K"}]},{"legalName":"Institut National de la Santé et la Recherche Médicale","acronym":"INSERM","id":"pending_org_::c0a89ebe219cb61d54545ade9dbb9791","pids":null},{"legalName":"Université de Paris","acronym":"Université de Paris","id":"pending_org_::ea9a63e64166516aa758d49d7762ec4c","pids":[{"scheme":"RNSR","value":"RNSR:199812928R"},{"scheme":"RNSR","value":"RNSR:200615317C"},{"scheme":"RNSR","value":"RNSR:201420721S"},{"scheme":"RNSR","value":"RNSR:201420722T"},{"scheme":"RNSR","value":"RNSR:201220454K"},{"scheme":"RNSR","value":"RNSR:200817718D"},{"scheme":"RNSR","value":"RNSR:200512544T"},{"scheme":"RNSR","value":"RNSR:200615303M"},{"scheme":"RNSR","value":"RNSR:200212732K"},{"scheme":"RNSR","value":"RNSR:200515225G"},{"scheme":"RNSR","value":"RNSR:199712637D"},{"scheme":"RNSR","value":"RNSR:201922974U"},{"scheme":"RNSR","value":"RNSR:199814046F"},{"scheme":"RNSR","value":"RNSR:200112497J"}]},{"legalName":"Université Côte d'Azur","acronym":"Université Côte d'Azur","id":"pending_org_::4d39cc8ad2a2f67298ee25327f3f777b","pids":[{"scheme":"RNSR","value":"RNSR:199213382K"},{"scheme":"RNSR","value":"RNSR:200014458V"},{"scheme":"RNSR","value":"RNSR:201220170B"},{"scheme":"RNSR","value":"RNSR:201220337H"},{"scheme":"RNSR","value":"RNSR:201220250N"},{"scheme":"RNSR","value":"RNSR:201722398B"},{"scheme":"RNSR","value":"RNSR:201220315J"},{"scheme":"RNSR","value":"RNSR:201019676Y"},{"scheme":"RNSR","value":"RNSR:201220333D"},{"scheme":"RNSR","value":"RNSR:201220287D"},{"scheme":"RNSR","value":"RNSR:201220149D"},{"scheme":"RNSR","value":"RNSR:201220417V"},{"scheme":"RNSR","value":"RNSR:201220332C"},{"scheme":"RNSR","value":"RNSR:201220314H"},{"scheme":"RNSR","value":"RNSR:201220431K"},{"scheme":"RNSR","value":"RNSR:201220430J"},{"scheme":"RNSR","value":"RNSR:201220432L"}]},{"legalName":"Universidade de Sao Paolo","acronym":"Universidade de Sao Paolo","id":"pending_org_::243915a776a5a8e4a31361b312c80fa3","pids":null}],"communities":[{"code":"inria","label":"INRIA","provenance":null}],"collectedFrom":[{"key":"opendoar____::ed46558a56a4a26b96a68738a0d28273","value":"HAL Sorbonne Université"},{"key":"opendoar____::d9731321ef4e063ebbee79298fa36f56","value":"HAL-Inserm"},{"key":"openaire____::081b82f96300b6a6e3d282bad31cb6e2","value":"Crossref"},{"key":"opendoar____::9766527f2b5d3e95d4a733fcfb77bd7e","value":"INRIA a CCSD electronic archive server"},{"key":"opendoar____::8b6dd7db9af49e67306feb59a8bdc52c","value":"Europe PubMed Central"}],"instances":[{"pids":[{"scheme":"doi","value":"10.1016/j.neurol.2025.07.011"}],"license":"CC BY","accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":"hybrid"},"type":"Article","urls":["https://doi.org/10.1016/j.neurol.2025.07.011"],"publicationDate":"2025-11-01","refereed":"peerReviewed","hostedBy":{"key":"issn___print::b6bff562254b322621eb501b901d3553","value":"Revue Neurologique"},"collectedFrom":{"key":"openaire____::081b82f96300b6a6e3d282bad31cb6e2","value":"Crossref"}},{"pids":[{"scheme":"pmid","value":"41238324"}],"alternateIdentifiers":[{"scheme":"doi","value":"10.1016/j.neurol.2025.07.011"}],"type":"Article","urls":["https://pubmed.ncbi.nlm.nih.gov/41238324"],"publicationDate":"2025-11-14","refereed":"nonPeerReviewed","hostedBy":{"key":"issn___print::b6bff562254b322621eb501b901d3553","value":"Revue Neurologique"},"collectedFrom":{"key":"opendoar____::8b6dd7db9af49e67306feb59a8bdc52c","value":"Europe PubMed Central"}},{"alternateIdentifiers":[{"scheme":"pmid","value":"41238324"},{"scheme":"doi","value":"10.1016/j.neurol.2025.07.011"}],"license":"CC BY","accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":null},"type":"Article","urls":["https://hal.sorbonne-universite.fr/hal-05378338v1/document","https://hal.sorbonne-universite.fr/hal-05378338v1","https://doi.org/10.1016/j.neurol.2025.07.011"],"publicationDate":"2025-01-01","refereed":"nonPeerReviewed","hostedBy":{"key":"opendoar____::d9731321ef4e063ebbee79298fa36f56","value":"HAL-Inserm"},"collectedFrom":{"key":"opendoar____::d9731321ef4e063ebbee79298fa36f56","value":"HAL-Inserm"}},{"alternateIdentifiers":[{"scheme":"pmid","value":"41238324"},{"scheme":"doi","value":"10.1016/j.neurol.2025.07.011"}],"accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":null},"type":"Article","urls":["https://hal.sorbonne-universite.fr/hal-05378338v1/document","https://hal.sorbonne-universite.fr/hal-05378338v1","https://doi.org/10.1016/j.neurol.2025.07.011"],"publicationDate":"2025-01-01","refereed":"nonPeerReviewed","hostedBy":{"key":"opendoar____::ed46558a56a4a26b96a68738a0d28273","value":"HAL Sorbonne Université"},"collectedFrom":{"key":"opendoar____::ed46558a56a4a26b96a68738a0d28273","value":"HAL Sorbonne Université"}},{"alternateIdentifiers":[{"scheme":"pmid","value":"41238324"},{"scheme":"doi","value":"10.1016/j.neurol.2025.07.011"}],"license":"CC BY","accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":null},"type":"Article","urls":["https://hal.sorbonne-universite.fr/hal-05378338v1/document","https://hal.sorbonne-universite.fr/hal-05378338v1","https://doi.org/10.1016/j.neurol.2025.07.011"],"publicationDate":"2025-01-01","refereed":"nonPeerReviewed","hostedBy":{"key":"opendoar____::9766527f2b5d3e95d4a733fcfb77bd7e","value":"INRIA a CCSD electronic archive server"},"collectedFrom":{"key":"opendoar____::9766527f2b5d3e95d4a733fcfb77bd7e","value":"INRIA a CCSD electronic archive server"}}],"links":[{"header":{"relationType":"resultProject","relationClass":"isProducedBy","relatedIdentifier":"corda_____he::239431c50f91f0628dc564a447523770","relatedRecordType":"project","relationProvenance":"sysimport:actionset","trust":"0.91"},"collectedfrom":[{"dsId":"openaire____::3f264f93cf3b0cfc4ede188a6300455c","dsName":"CORDA - COmmon Research DAta Warehouse - Horizon Europe"}],"projectTitle":"Center for Artificial Intelligence and Quantum Computing in System Brain Research","code":"101136607","funding":{"funder":{"id":"ec__________::EC","shortname":"EC","name":"European Commission","jurisdiction":{"code":"EU","label":"European Union"},"pid":null},"level0":{"id":"ec__________::EC::HE","description":"Horizon Europe Framework Programme","name":"HE"},"level1":{"id":"ec__________::EC::HE::HORIZON-CSA","description":"HORIZON Coordination and Support Actions","name":"HORIZON-CSA"},"level2":{"id":null,"description":null,"name":null}},"startDate":"2024-11-01","endDate":"2030-10-31"},{"header":{"relationType":"resultProject","relationClass":"isProducedBy","relatedIdentifier":"anr_________::d9b2b1ddd01febc5793b4ec1ecde49a5","relatedRecordType":"project","relationProvenance":"iis","trust":"0.72"},"collectedfrom":[{"dsId":"openaire____::457528c43fabd74e212db2ed61101075","dsName":"Agence Nationale de la Recherche"}],"projectTitle":"Anomaly Detection in Multimodal Neuroimaging for the Computer-aided Diagnosis of Dementia","code":"ANR-23-CE45-0005","funding":{"funder":{"id":"anr_________::ANR","shortname":"ANR","name":"French National Research Agency (ANR)","jurisdiction":{"code":"FR","label":"France"},"pid":null},"level0":{"id":null,"description":null,"name":null},"level1":{"id":null,"description":null,"name":null},"level2":{"id":null,"description":null,"name":null}},"startDate":"2024-03-01"},{"header":{"relationType":"resultProject","relationClass":"isProducedBy","relatedIdentifier":"anr_________::fb63e6769e8554231f87d87ad6a2131d","relatedRecordType":"project","relationProvenance":"iis","trust":"0.72"},"collectedfrom":[{"dsId":"openaire____::457528c43fabd74e212db2ed61101075","dsName":"Agence Nationale de la Recherche"}],"code":"ANR-23-IACL-0001","funding":{"funder":{"id":"anr_________::ANR","shortname":"ANR","name":"French National Research Agency (ANR)","jurisdiction":{"code":"FR","label":"France"},"pid":null},"level0":{"id":null,"description":null,"name":null},"level1":{"id":null,"description":null,"name":null},"level2":{"id":null,"description":null,"name":null}},"startDate":"2024-09-01"},{"header":{"relationType":"resultProject","relationClass":"isProducedBy","relatedIdentifier":"anr_________::82253cf4c084b8bd23fdac0f68fed284","relatedRecordType":"project","relationProvenance":"sysimport:actionset","trust":"0.91"},"collectedfrom":[{"dsId":"openaire____::457528c43fabd74e212db2ed61101075","dsName":"Agence Nationale de la Recherche"}],"code":"ANR-19-P3IA-0001","funding":{"funder":{"id":"anr_________::ANR","shortname":"ANR","name":"French National Research Agency (ANR)","jurisdiction":{"code":"FR","label":"France"},"pid":null},"level0":{"id":null,"description":null,"name":null},"level1":{"id":null,"description":null,"name":null},"level2":{"id":null,"description":null,"name":null}},"startDate":"2019-09-01"},{"header":{"relationType":"resultProject","relationClass":"isProducedBy","relatedIdentifier":"anr_________::29a30475e984522033a4d2d706018792","relatedRecordType":"project","relationProvenance":"sysimport:actionset","trust":"0.91"},"collectedfrom":[{"dsId":"openaire____::457528c43fabd74e212db2ed61101075","dsName":"Agence Nationale de la Recherche"}],"code":"ANR-23-IACL-0008","funding":{"funder":{"id":"anr_________::ANR","shortname":"ANR","name":"French National Research Agency (ANR)","jurisdiction":{"code":"FR","label":"France"},"pid":null},"level0":{"id":null,"description":null,"name":null},"level1":{"id":null,"description":null,"name":null},"level2":{"id":null,"description":null,"name":null}},"startDate":"2024-10-01"}],"otherTitles":null,"inDiamondJournal":false,"green":true,"isGreen":true,"isInDiamondJournal":false}