Philippe JEAN-PIERRE

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• Type de publi. : Article dans une revue
• Date de publi. : 01/01/2026
• Auteurs : Romain DemeulemeesterMichael MouniéNicolas SavyPhilippe Saint-PierreLaurent MolinierSébastien LamyCyrille DelpierreNadège Costa
• Organismes : Centre Hospitalier Universitaire de Toulouse Centre Hospitalier Universitaire de Toulouse Institut de Mathématiques de Toulouse UMR5219 Institut de Mathématiques de Toulouse UMR5219 Centre Hospitalier Universitaire de Toulouse Centre d'Epidémiologie et de Recherche en santé des POPulations Centre d'Epidémiologie et de Recherche en santé des POPulations Centre Hospitalier Universitaire de Toulouse
• Publié dans Journal of Epidemiology and Population Health le 15/03/2024

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Résumé : Introduction En France, les inégalités sociales de santé, influencées par la position socioéconomique (PSE), se traduisent par des disparités d’accès et de coûts des soins. L’indice de Défavorisation Ecologique Européen (EDI), mesurant la déprivation à l’échelle infracommunale, est un indicateur de référence pour évaluer la PSE. Ainsi, l’absence de celui-ci dans le Système National des Données de Santé (SNDS) limite l’analyse des inégalités sociales de santé. Le projet PREDICT-EDI vise à développer un algorithme prédictif de l’EDI à partir des données du SNDS, à l’aide de méthodes d’apprentissage supervisé. Méthodes Les données mobilisées proviennent du SNDS, et de la base du projet APSOREN, qui contient l’EDI de plus de 20 000 patients admis aux urgences du CHU de Toulouse pour un traumatisme crânien. Plusieurs algorithmes d’apprentissage supervisé sont comparés. Le choix du modèle optimal repose sur la validation croisée et des métriques telles que le F-score et l’aire sous la courbe ROC. Les variables explicatives incluent des indicateurs directs de PSE et des variables dérivées de la consommation de soins des patients. Ici, la sélection des variables n’est pas automatisée mais guidée par des avis d’experts et des revues systématiques. Résultats Le modèle actuel atteint une accuracy d’environ 60 %. Cette performance, encore préliminaire, s’explique par une forte influence des indicateurs spécifiques de grande précarité (AME, CSS), conduisant le modèle à prédire préférentiellement la classe la plus défavorisée lorsqu’il manque d’information discriminante. Des travaux sont donc en cours pour enrichir le jeu de variables avec de nouveaux indicateurs socio-économiques et comportementaux afin d’améliorer la différenciation des classes intermédiaires. Discussion/Conclusion PREDICT-EDI représente une avancée méthodologique majeure pour intégrer la dimension socioéconomique dans les analyses SNDS. En facilitant l’étude des inégalités sociales de santé, ce projet contribuera à orienter les politiques publiques vers une réduction durable des inégalités.

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• Type de publi. : Article dans une revue
• Date de publi. : 01/01/2026
• Auteurs : Aram HayrapetyanVladimir MakarenkoArmen TumasyanWolfgang AdamJanik Walter AndrejkovicLisa BenatoThomas BergauerMarko DragicevicCristina GiordanoPriya Sajid HussainManfred JeitlerNatascha KrammerAng LiDietrich LikoMark MatthewmanIvan MikulecJochen SchieckRobert SchöfbeckDennis SchwarzMaryam ShooshtariMangesh SonawaneWolfgang WaltenbergerClaudia-Elisabeth WulzTahys JanssenHyejin KwonDaniel Ocampo HenaoThomas van LaerPierre van MechelenJas BierkensNordin BreugelmansJorgen d'HondtSoumya DansanaAlexandre de MoorMartin DelcourtFelix HeyenYanwen HongPavlo KashkoSteven LowetteInna MakarenkoDenise MüllerJuhee SongStefaan TavernierMichael TytgatGerrit Patrick van OnsemSenne van PutteDavid VanneromBugra BilinBarbara ClerbauxAloke Kumar DasIsabelle de BruynGilles de LentdeckerHugues EvardLaurent FavartParaskevas GianneiosAli KhalilzadehFakhri Alam KhanAndrea MalaraMuhammad Aamir ShahzadLaurent ThomasMax Vanden BemdenCatherine Vander VeldePascal VanlaerFengwangdong ZhangMaarten de CoenDidar DoburGul GokbulutJoscha KnolleLuka LambrechtDavid MarckxKirill SkovpenNiels van den BosscheJan van der LindenJules VandenbroeckLiam WezenbeekSamuel BeinAnna BeneckeAgni BethaniGiacomo BrunoAlessandra CappatiJerome de Favereau de JeneretChristophe DelaereAndrea GiammancoAhmet Oguz GuzelVincent LemaitreJindrich LidrychPaul MalekPaola MastrapasquaSemra TurkcaparGilvan AlvesMapse Barroso Ferreira FilhoEduardo CoelhoCarsten HenselThales Menezes de OliveiraClemencia Mora HerreraPatricia Rebello TelesMariana SoeiroEdmilson José Tonelli ManganoteAntonio Vilela PereiraWalter Luiz Aldá JúniorHelena Brandao MalbouissonWagner CarvalhoJose ChinellatoMatheus Costa ReisEliza Melo da CostaGustavo Gil da SilveiraDilson de Jesus DamiaoSandro Fonseca de SouzaRaphael Gomes de SouzaSilas JesusTulio Laux KuhnMatheus MacedoKevin Mota AmariloLuiz MundimHelio NogimaJoao Pedro PinheiroAlberto SantoroAndre SznajderMauricio ThielFelipe Torres da Silva de AraujoCesar Augusto BernardesThiago TomeiEduardo de Moraes GregoresBruno Lopes da CostaIsabela Maietto SilverioPedro G MercadanteSergio F NovaesBreno OrzariSandra PadulaValerie ScheurerAleksandar AleksandrovGeorgy AntchevPetar DanevRoumyana HadjiiskaPlamen IaydjievMilena MishevaMariana ShopovaGeorgi SultanovAnton DimitrovLeander LitovBorislav PavlovPeicho PetkovAnton PetrovSumit KeshriDavid Nicolas Laroze NavarreteShalini ThakurWilliam BrooksTongguang ChengTahir JavaidLong WangLi YuanZhen HuZhengchen LiangJinfeng LiuXining WangGuo-Ming ChenHe-Sheng ChenMingshui ChenYe ChenQingfeng HouXiaonan HouFabio IemmiChun-Hua JiangAnshul KapoorHongbo LiaoGeliang LiuZhenan LiuJia-Ning SongShaowei SongJunquan TaoChu WangJin WangHuaqiao ZhangJingzhou ZhaoAntonis AgapitosYong BanAlexandra Carvalho Antunes de OliveiraSen DengBotao GuoQianying GuoChuqiao JiangAndrew LevinCongqiao LiQiang LiYajun MaoSitian QianSi-Jin QianXuelong QinXiaohu SunDayong WangJin WangHeng YangMingtao ZhangYuzhe ZhaoChen ZhouShuai YangZhengyun YouKhawla JaffelNan LuGerry 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• Publié dans JHEP le 14/01/2026

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Résumé : An analysis of the flavour structure of dimension-6 effective field theory (EFT) operators in multilepton final states is presented, focusing on the interactions involving Z bosons. For the first time, the flavour structure of these operators is disentangled by simultaneously probing the interactions with different quark generations. The analysis targets the associated production of a top quark pair and a Z boson, as well as diboson processes in final states with at least three leptons, which can be electrons or muons. The data were recorded by the CMS experiment in the years 2016$-$2018 in proton-proton collisions at a centre-of-mass energy of 13 TeV and correspond to an integrated luminosity of 138 fb$^{-1}$. Consistency with the standard model of particle physics is observed and limits are set on the selected Wilson coefficients, split into couplings to light- and heavy-quark generations.

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Source

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• Type de publi. : Article dans une revue
• Date de publi. : 01/01/2026
• Auteurs : Aram HayrapetyanVladimir MakarenkoArmen TumasyanWolfgang AdamJanik Walter AndrejkovicLisa BenatoThomas BergauerMarko DragicevicCristina GiordanoPriya Sajid HussainManfred JeitlerNatascha KrammerAng LiDietrich LikoMark MatthewmanIvan MikulecJochen SchieckRobert SchöfbeckDennis SchwarzMaryam ShooshtariMangesh SonawaneWolfgang WaltenbergerClaudia-Elisabeth WulzTahys JanssenHyejin KwonDaniel Ocampo HenaoThomas van LaerPierre van MechelenJas BierkensNordin BreugelmansJorgen d'HondtSoumya DansanaAlexandre de MoorMartin DelcourtFelix HeyenYanwen HongPavlo KashkoSteven LowetteInna MakarenkoDenise MüllerJuhee SongStefaan TavernierMichael TytgatGerrit Patrick van OnsemSenne van PutteDavid VanneromBugra BilinBarbara ClerbauxAloke Kumar DasIsabelle de BruynGilles de LentdeckerHugues EvardLaurent FavartParaskevas GianneiosAli KhalilzadehFakhri Alam KhanAndrea MalaraMuhammad Aamir ShahzadLaurent ThomasMax Vanden BemdenCatherine Vander VeldePascal VanlaerFengwangdong ZhangMaarten de CoenDidar DoburGul GokbulutJoscha KnolleLuka LambrechtDavid MarckxKirill SkovpenNiels van den BosscheJan van der LindenJules VandenbroeckLiam WezenbeekSamuel BeinAnna BeneckeAgni BethaniGiacomo BrunoAlessandra CappatiJerome de Favereau de JeneretChristophe DelaereAndrea GiammancoAhmet Oguz GuzelVincent LemaitreJindrich LidrychPaul MalekPaola MastrapasquaSemra TurkcaparGilvan AlvesMapse Barroso Ferreira FilhoEduardo CoelhoCarsten HenselThales Menezes de OliveiraClemencia Mora HerreraPatricia Rebello TelesMariana SoeiroEdmilson José Tonelli ManganoteAntonio Vilela PereiraWalter Luiz Aldá JúniorHelena Brandao MalbouissonWagner CarvalhoJose ChinellatoMatheus Costa ReisEliza Melo da CostaGustavo Gil da SilveiraDilson de Jesus DamiaoSandro Fonseca de SouzaRaphael Gomes de SouzaSilas JesusTulio Laux KuhnMatheus MacedoKevin Mota AmariloLuiz MundimHelio NogimaJoao Pedro PinheiroAlberto SantoroAndre SznajderMauricio ThielFelipe Torres da Silva de AraujoCesar Augusto BernardesFlorian DamasThiago TomeiEduardo de Moraes GregoresBruno Lopes da CostaIsabela Maietto SilverioPedro G MercadanteSergio F NovaesBreno OrzariSandra PadulaValerie ScheurerAleksandar AleksandrovGeorgy AntchevPetar DanevRoumyana HadjiiskaPlamen IaydjievMariana ShopovaGeorgi SultanovAnton DimitrovLeander LitovBorislav PavlovPeicho PetkovAnton PetrovSumit KeshriDavid Nicolas Laroze NavarreteShalini ThakurWilliam BrooksTongguang ChengTahir JavaidLong WangLi YuanZhen HuZhengchen LiangJinfeng LiuXining WangGuo-Ming ChenHe-Sheng ChenMingshui ChenYe ChenQingfeng HouXiaonan HouFabio IemmiChun-Hua JiangAnshul KapoorHongbo LiaoGeliang LiuZhenan LiuJia-Ning SongShaowei SongJunquan TaoChu WangJin WangHuaqiao ZhangJingzhou ZhaoAntonis AgapitosYong BanAlexandra Carvalho Antunes de OliveiraSen DengBotao GuoQianying GuoChuqiao JiangAndrew LevinCongqiao LiQiang LiYajun MaoSitian QianSi-Jin QianXuelong QinXiaohu SunDayong WangJin WangHeng YangMingtao ZhangYuzhe ZhaoChen ZhouShuai YangZhengyun YouKhawla JaffelNan LuGerry BauerBolin LiHui WangKai YiJingqing ZhangYuji LiZhen LinChenfeng LuMeng XiaoCarlos AvilaDiego Andres Barbosa TrujilloAndrés CabreraCarlos FlorezJorge FragaJose Antonio Reyes VegaCésar RendónManuel RodriguezAnderson Alexis Ruales BarbosaJosé David Ruiz AlvarezNikola GodinovicDamir LelasAna SculacMarko KovacAndro PetkovicToni SculacPedrame BargassaVuko BrigljevicBhakti Kanulal ChitrodaDinko FerencekKresimir JakovcicAndrei StarodumovTatjana SusaAlexandros AttikisKonstantinos ChristoforouAndreas HadjiagapiouChristos LeonidouCharalambos NicolaouLeonidas PaizanosFotios PtochosPanos A RazisHans RykaczewskiHalil SakaAnton StepennovMiroslav FingerMichael FingerEdy AyalaEdgar Carrera JarrinAhmed Ali AbdelalimReham AlyMuhammad Abdullah Abdulfattah MuhammadAhmed HusseinHemida MohammedKarl EhatahtMario KadastikTorben LangeChristine NielsenJoosep PataMartti RaidalNorman SeebaLaurits TaniAnna MilievaKenneth OsterbergMikko VoutilainenNurfikri Bin NorjoharuddeenErik BrückenFrancisco Ignacio Garcia FuentesPatin InkaewKimmo Tuomas Samuli KallonenRavindra Kumar VermaTapio LampénKati Lassila-PeriniBettina LehtelaSami LehtiTomas LindénNestor Raul Mancilla XintoMikael MyllymäkiMilla-Maarit RantanenSanteri SaariokariNico Timothy ToikkaJorma TuominiemiHenning KirschenmannPanja-Riina LuukkaHenri PetrowMarc BesanconFabrice CoudercMarc DejardinDaniel DenegriPaul DevougeJean-Louis FaureFederico FerriPaul GaigneSerguei GanjourPhilippe GrasGautier Hamel de MonchenaultMintu KumarVictor LohezicJulie MalclesFrancesco OrlandiLouis PortalesSamuele RonchiMehmet Özgür SahinAurore Savoy-NavarroPolina SimkinaMaksym TitovMarta TornagoFlorian BeaudetteGiacomo BoldriniPhilippe BussonClaude CharlotMarco ChiusiTheo Damien CuissetOlivier DavignonAdinda de WitTrisha DebnathIsaac Telford EhleBruno Afonso Fontana Santos AlvesShamik GhoshAndrew GilbertRaphael Granier de CassagnacLida KalipolitiMartina ManoniMatthew NguyenStepan ObraztsovChristophe OchandoRoberto SalernoJean-Baptiste SauvanYves SiroisGamze 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Melzer-PellmannMikel Mendizabal MorentinAndreas Bernhard MeyerGabriele MilellaKeila Moral FigueroaAndreas MussgillerLakshmi Priya NairJeremi NiedzielaAndreas NürnbergJiwon ParkEvan RankenAlexei RasperezaDaniil RastorguevLovisa RygaardMoritz SchamSimon SchnakePaul SchützeChristian SchwanenbergerDaria SelivanovaKonstantin SharkoMykyta ShchedrolosievDominic StaffordMatin TorkianFederico VazzolerAna Ventura BarrosoRoberval WalshDi WangQun WangKatarzyna WichmannLucas WiensChristoph WissingYewon YangStepan ZakharovAndré Zimermmane Castro SantosAna Rita Alves AndradeMassimiliano AntonelloSven BollwegMatteo BonanomiKarim El MorabitYannick FischerMathis FrahmErika GaruttiAlexander GrohsjeanAyse Asu GuvenliJohannes HallerDaniel HundhausenGregor KasieczkaPhilip KeicherRobert KlannerWilliam KorcariTobias KramerChin-Chia KuoFinn LabeJohannes LangeArtur LobanovLouis MoureauxAliya NigamovaKonstantinos NikolopoulosAlexander PaaschKarla Josefina Pena RodriguezNathan ProuvostTobias QuadfaselBianca 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• Publié dans JHEP le 14/01/2026

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Résumé : A model-independent measurement of the differential production cross section of the Higgs boson decaying into a pair of W bosons, with a final state including two jets produced in association, is presented. In the analysis, events are selected in which the decay products of the two W bosons consist of an electron, a muon, and missing transverse momentum. The model independence of the measurement is maximized by making use of a discriminating variable that is agnostic to the signal hypothesis developed through machine learning. The analysis is based on proton-proton collision data at $\sqrt{s}$ = 13 TeV collected with the CMS detector from 2012$-$2018, corresponding to an integrated luminosity of 138 fb$^{-1}$. The production cross section is measured as a function of the difference in azimuthal angle between the two jets. The differential cross section measurements are used to constrain Higgs boson couplings within the standard model effective field theory framework.

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