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ing. O.P.P. (Hugo) Staak

ing. O.P.P. (Hugo) Staak

Assistant Professor

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Research Output (167)

Brain age prediction in schizophrenia:Does the choice of machine learning algorithm matter?

Lee Won Hee, Antoniades Mathilde, Schnack Hugo G, Kahn Rene S, Frangou Sophia 5 Mar 2021, In: Psychiatry Research - Neuroimaging. 310 8 p.

The Speed of Development of Adolescent Brain Age Depends on Sex and Is Genetically Determined

Brouwer Rachel M, Schutte Jelle, Janssen Ronald, Boomsma Dorret I, Hulshoff Pol Hilleke E, Schnack Hugo G 19 Oct 2020, In: Cerebral Cortex. 31 , p. 1296-1306 11 p.

The YOUth cohort study:MRI protocol and test-retest reliability in adults

Buimer Elizabeth E.L., Pas Pascal, Brouwer Rachel M., Froeling Martijn, Hoogduin Hans, Leemans Alexander, Luijten Peter, van Nierop Bastiaan J., Raemaekers Mathijs, Schnack Hugo G., Teeuw Jalmar, Vink Matthijs, Visser Fredy, Hulshoff Pol Hilleke E., Mandl René C.W. Oct 2020, In: Developmental Cognitive Neuroscience. 45 , p. 1-15

Dissimilarity in Sulcal Width Patterns in the Cortex can be Used to Identify Patients With Schizophrenia With Extreme Deficits in Cognitive Performance

Janssen Joost, Díaz-Caneja Covadonga M, Alloza Clara, Schippers Anouck, de Hoyos Lucía, Santonja Javier, Gordaliza Pedro M, Buimer Elizabeth E L, van Haren Neeltje E M, Cahn Wiepke, Arango Celso, Kahn René S, Hulshoff Pol Hilleke E, Schnack Hugo G 23 Sep 2020, In: Schizophrenia bulletin. 47 , p. 552-561 10 p.

Predicting future suicidal behaviour in young adults, with different machine learning techniques:A population-based longitudinal study

van Mens Kasper, de Schepper C. W.M., Wijnen Ben, Koldijk Saskia J., Schnack Hugo, de Looff Peter, Lokkerbol Joran, Wetherall Karen, Cleare Seonaid, C O'Connor Rory, de Beurs Derek 15 Jun 2020, In: Journal of Affective Disorders. 271 , p. 169-177 9 p.

Changes in the intracranial volume from early adulthood to the sixth decade of life:A longitudinal study

Caspi Yaron, Brouwer Rachel M, Schnack Hugo G, van de Nieuwenhuijzen Marieke E, Cahn Wiepke, Kahn René S, Niessen Wiro J, van der Lugt Aad, Pol Hilleke Hulshoff 24 Apr 2020, In: NeuroImage. 220 , p. 1-16

Two distinc neuroanatomica subtypes of schizophrenia revealed using machine learning

Chand Ganesh B., Dwyer Dominic B., Erus Guray, Sotiras Aristeidis, Varol Erdem, Srinivasan Dhivya, Doshi Jimit, Pomponio Raymond, Pigoni Alessandro, Dazzan Paola, Kahn Rene S., Schnack Hugo G., Zanetti Marcus V., Meisenzahl Eva, Busatto Geraldo F., Crespo-Facorro Benedicto, Pantelis Christos, Wood Stephen J., Zhuo Chuanjun, Shinohara Russell T., Shou Haochang, Fan Yong, Gur Ruben C., Gur Raquel E., Satterthwaite Theodore D., Koutsouleris Nikolaos, Wolf Daniel H., Davatzikos Christos 27 Feb 2020, In: Brain : a journal of neurology. 143 , p. 1027-1038 12 p.

Structural methods in gray matter

Mandl René C.W., Schnack Hugo G., Brouwer Rachel M., Hulshoff Pol Hilleke E. 1 Jan 2020, p. 3-26 24 p.

Neuroanatomical Heterogeneity of Schizophrenia Quantified via Semi-Supervised Machine Learning Reveals Two Distinct Subtypes: Results From the PHENOM Consortium

Chand Ganesh B., Dwyer Dominic B., Erus Guray, Sotiras Aristeidis, Varol Erdem, Srinivasan Dhivya, Gur Ruben C., Gur Raquel E., Dazzan Paola, Kahn Rene S., Schnack Hugo G., Zanetti Marcus V., Busatto Geraldo F., Facorro Benedicto Crespo, Pantelis Christos, Zhuo Chuanjun, Fan Yong, Satterthwaite Theodore D., Wolf Daniel H., Koutsouleris Nikolaos, Davatzikos Christos 15 May 2019, In: Biological Psychiatry. 85 , p. S205-S206

Assessing reproducibility in association studies

Schnack Hugo 25 Apr 2019, In: eLife. 8

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