Willem Bruin
Postdoc
- Name
- Dr. W.B. Bruin
- Telephone
- 071 5272727
- w.b.bruin@fsw.leidenuniv.nl
- ORCID iD
- 0000-0002-0672-8903
As a Post-Doc researcher at Leiden University, and in collaboration with Dr. Moji Aghajani, our research entails the application of machine learning techniques and big data in the context of predictive and biological psychiatry. Collaboration with global consortia is a key aspect of our work, levering large-scale neuroimaging datasets to investigate anxiety disorders in adolescents. Our aim is to gain a deeper understanding of the developing brain and how it may deviate in youth with anxiety, and to create innovative predictive models that could aid decision-making in mental healthcare by providing individual-level inferences.
Postdoc
- Faculty of Social and Behavioural Sciences
- Education and Child Studies
- Forensic Family and Youth Care Studies
- Townend S., Staginnus M., Gao Y., Alexander N., Arolt V., Banaschewski T., Beesdo-Baum K., Bellgrove M.A., Benegal V., Blair R.J., Blanco-Hinojo L., Boeken O.J., Böhnlein J., Bölte S., Bonnekoh L.M., Brandeis D., Bressan R.A., Breuer F., Bruin W.B., Buitelaar J.K., Burkhouse K.L., Calkins M.E., Cano M., Cardoner N., Chen H., Chen X., Coghill D.R., Colins O.F., Connolly C.G., Craig M.C., Cullen K.R., Dannlowski U., Davey C.G., Dietrich A., Dong D., Freitag C.M., Frodl T., Goossens L., Grotegerd D., Gur R.E., Gur R.C., Haavik J., Hagan C.C., Hahn T., Hamm A.O., Harrison B.J., Hartman C.A., Herrmann M.J., Ho T.C., Hoekstra P.J., Holla B., Ibrahim K., Jackowski A., Jamalabadi H., Jiang Y., Kircher T., Konrad K., Kraus A., Kuntsi J., Langhammer T., Lazaro L., Leehr E.J., Lueken U., Ma R., MacMaster F.P., Manfro G.G., Martinelli A., Meinert H., Meinert S., Michałowski J.M., Ming Q., Moeck R., Muehlhan M., Mujica-Parodi L.R., Mwangi B., Neufeld J., Nigg J.T., O’Gorman T.R.L., Oh H., Oosterlaan J., Paloyelis Y., Pan P.M., Passamonti L., Peñate W., Phan K.L., Plessen K.J., Pujol J., Remnélius K.L., Rivero F., Rubia K., Salas R., Salum G.A., Satterthwaite T.D., Schienle A., Schrammen E., Schruers K.R.J., Schumann G., Sethi A., Silk T., Skokauskas N., Smoller J.W., Soares J.C., Sørensen L., Stadler C., Stevens M.C., Straube B., Straube T., Ströhle A., Sudre G., Sukhodolsky D.G., Sully K., Sun X., Sylvester C.M., Toschi N., Werff S.J.A. van der, Vance A., Vermeiren R., Wabnegger A., Wang X., Wendt J., Whittle S., Wiemer J., Winkler A.M., Wittchen H.U., Wu M.-J., Wu Q., Yang T.T., Yang Y., Yao S., Zhang J., Zhou J., Zugman A., Zunta-Soares G.B., Zwanzger P.M., Thomopoulos S.I., Jahanshad N., Thompson P.M., Hilbert K., Baskin-Sommers A., Cecil C.A.M., Aghajani M., Pine D.S., Wee N.J.A. van der, Stein D.J., Groenewold N.A., Bas-Hoogendam J.M., Han L.K.M., Pozzi E., Schmaal L., Franke B., Hoogman M., Walton E., Brito S.A. De & Fairchild G. (2025), Shared and Distinct Alterations in Brain Structure of Youth With Internalizing or Externalizing Disorders: Findings From the ENIGMA Antisocial Behavior, ADHD, Major Depressive Disorder, and Anxiety Working Groups, Biological Psychiatry : 1-15.
- Bruin W.B., Zhutovsky P., Wingen G.A. van, Bas J.M., Groenewold N.A., Hilbert K., Winkler A.M., Zugman A., Agosta F., Åhs F., Andreescu C., Antonacci C., Asami T., Assaf M., Barber J.P., Bauer J., Bavdekar S.Y., Beesdo-Baum K., Benedetti F., Bernstein R., Björkstrand J., Blair R.J., Blair K.S., Blanco-Hinojo L., Böhnlein J., Brambilla P., Bressan R.A., Breuer F., Cano M., Canu E., Cardinale E.M., Cardoner N., Cividini C., Cremers H., Dannlowski U., Diefenbach G.J., Domschke K., Doruyter A.G.G., Dresler T., Erhardt A., Filippi M., Fonzo G.A., Freitag G.F., Furmark T., Ge T., Gerber A.J., Gosnell S.N., Grabe H.J., Grotegerd D., Gur R.C., Gur R.E., Hamm A.O., Han L.K.M., Harper J.C., Harrewijn A., Heeren A., Hofmann D., Jackowski A.P., Jahanshad N., Jett L. Kaczkurkin A.N., Khosravi P., Kingsley E.N., Kircher T., Kostic M., Larsen B., Lee S.H., Leehr E.J., Leibenluft E., Lochner C., Lui S., Maggioni E., Manfro G.G., Månsson K.N.T., Marino C.E., Meeten F., Milrod B., Jovanovic A.M., Mwangi B., Myers M.J., Neufang S., Nielsen J.A., Ohrmann P.A., Ottaviani C., Paulus M.P., Perino M.T., Phan K.L., Poletti S., Porta-Casteràs D., Pujol J., Reinecke A., Ringlein G.V., Rjabtsenkov P., Roelofs K., Salas R., Salum G.A., Satterthwaite T.D., Schrammen E., Sindermann L., Smoller J.W., Soares J.C., Stark R., Stein F., Straube T., Straube B., Strawn J.R., Suarez-Jimenez B., Sylvester C.M., Talati A., Thomopoulos S.I., Tükel R., Nieuwenhuizen H. van, Werwath K., Wittfeld K., Wright B., Wu M.J., Yang Y., Zilverstand A., Zwanzger P., Blackford J.U., Avery S.N., Clauss J.A., Lueken U., Thompson P.M., Pine D.S., Stein D.J., Wee N.J.A. van der, Veltman D.J. & Aghajani M. (2024), Brain-based classification of youth with anxiety disorders: transdiagnostic examinations within the ENIGMA-Anxiety database using machine learning, Nature Mental Health 2: 104-118.