Deep Brain: Decision Mechanisms in Deep Brain Networks

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Publications

Swallow Tail Sign: Revisited

Author(s): Malte Brammerloh, Evgeniya Kirilina, Anneke Alkemade, Pierre-Louis Bazin, Caroline Jantzen, Carsten Jäger, Andreas Herrler, Kerrin J. Pine, Penny A. Gowland, Markus Morawski, Birte U. Forstmann, Nikolaus Weiskopf
Published in: Radiology, Issue 305, 2022, Page(s) 674-677, ISSN 0033-8419
Publisher: Radiological Society of North America
DOI: 10.1148/radiol.212696

A high-resolution 7 Tesla resting-state fMRI dataset optimized for studying the subcortex

Author(s): Josephine M. Groot, Steven Miletic, Scott J.S. Isherwood, Desmond H.Y. Tse, Sarah Habli, Asta K. Håberg, Pierre-Louis Bazin, Matthias Mittner, Birte U. Forstmann
Published in: Data in Brief, Issue 55, 2025, Page(s) 110668, ISSN 2352-3409
Publisher: Elsevier BV
DOI: 10.1016/j.dib.2024.110668

Cognitive control of working memory: A model-based approach.

Author(s): Russell J. Boag, Niek Stevenson, Roel van Dooren, Anne C. Trutti, Zsuzsika Sjoerds, Birte U. Forstmann
Published in: Brain Sciences, 2021, ISSN 2076-3425
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/brainsci11060721

Manual Delineation approaches for direct imaging of the subcortex

Author(s): Anneke Alkemade, Martijn J. Mulder, Anne C. Trutti, Birte U. Forstmann
Published in: Brain Structure and Function, 2022, ISSN 1863-2653
Publisher: Springer Verlag
DOI: 10.1007/s00429-021-02400-x

Neuroanatomical Changes in the Stopping Network Across the Adult Lifespan Assessed With Quantitative and Diffusion <scp>MRI</scp>

Author(s): Sarah A. Kemp, Pierre‐Louis Bazin, Steven Miletić, Russell J. Boag, Max C. Keuken, Mark R. Hinder, Birte U. Forstmann
Published in: Human Brain Mapping, Issue 46, 2025, ISSN 1065-9471
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/hbm.70240

Variability in Subthalamic Nucleus Targeting for Deep Brain Stimulation with 3 and 7 Tesla Magnetic Resonance Imaging.

Author(s): Bethany R. Isaacs, Margot Heijmans, Mark L. Kuijf, Pieter L. Kubben, Linda Ackermans, Yasin Temel, Max C. Keuken, Birte U. Forstmann
Published in: NeuroImage: Clinical, 2021, ISSN 2213-1582
Publisher: Elsevier BV
DOI: 10.1016/j.nicl.2021.102829

Methodological Considerations for Neuroimaging in Deep Brain Stimulation of the Subthalamic Nucleus in Parkinson’s Disease Patients

Author(s): Bethany R. Isaacs, Max C. Keuken, Anneke Alkemade, Yasin Temel, Pierre-Louis Bazin, Birte U. Forstmann
Published in: Journal of Clinical Medicine, Issue 9, 2025, Page(s) 3124, ISSN 2077-0383
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm9103124

A unified 3D map of microscopic architecture and MRI of the human brain

Author(s): Anneke Alkemade, Pierre-Louis Bazin, Rawien Balesar, Kerrin Pine, Evgeniya Kirilina, Harald E. Möller, Robert Trampel, Johan M. Kros, Max C. Keuken, Ronald L. A. W. Bleys, Dick F. Swaab, Andreas Herrler, Nikolaus Weiskopf, Birte U. Forstmann
Published in: Science Advances, 2022, ISSN 2375-2548
Publisher: American Association for the Advancement of Science (AAAS)
DOI: 10.1126/sciadv.abj7892

Proactive interference in aging: A model-based study

Author(s): Kim Archambeau, Birte Forstmann, Leendert Van Maanen, Wim Gevers
Published in: Psychonomic Bulletin & Review, Issue 27, 2024, Page(s) 130-138, ISSN 1069-9384
Publisher: Psychonomic Society Inc.
DOI: 10.3758/s13423-019-01671-0

Sharpness in motion corrected quantitative imaging at 7T

Author(s): Pierre-Louis Bazin, Hannah E. Nijsse, Wietske van der Zwaag, Daniel Gallichan, Anneke Alkemade, Frans M. Vos, Birte U. Forstmann, Matthan W.A. Caan
Published in: NeuroImage, Issue 222, 2025, Page(s) 117227, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2020.117227

Modelling decision-making biases

Author(s): Ettore Cerracchio, Steven Miletić, Birte U. Forstmann
Published in: Frontiers in Computational Neuroscience, Issue 17, 2023, ISSN 1662-5188
Publisher: Frontiers Research Foundation
DOI: 10.3389/fncom.2023.1222924

Understanding subprocesses of working memory through the lens of model-based cognitive neuroscience

Author(s): Anne C Trutti, Sam Verschooren, Birte U Forstmann, Russell J Boag
Published in: Current Opinion in Behavioral Sciences, Issue 38, 2026, Page(s) 57-65, ISSN 2352-1546
Publisher: Elsevier Limited
DOI: 10.1016/j.cobeha.2020.10.002

Structure-function similarities in deep brain stimulation targets cross-species.

Author(s): Max C. Keuken, Anneke Alkemade, Niek Stevenson, Reilly J. Innes, Birte U. Forstmann
Published in: Neuroscience & Biobehavioral Reviews, 2021, ISSN 0149-7634
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.neubiorev.2021.10.029

Building bridges between brain and behavior: An open-source toolbox for joint modeling with fMRI

Author(s): Niek Stevenson, Steven Miletić, Birte U. Forstmann
Published in: Imaging Neuroscience, Issue 4, 2026, ISSN 2837-6056
Publisher: MIT Press
DOI: 10.1162/imag.a.1272

Multi-study fMRI outlooks on subcortical BOLD responses in the stop-signal paradigm

Author(s): Scott Isherwood, Sarah A Kemp, Steven Miletić, Niek Stevenson, Pierre-Louis Bazin, Birte Forstmann
Published in: eLife, Issue 12, 2026, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.88652

Investigating Intra-Individual Networks of Response Inhibition and Interference Resolution using 7T MRI

Author(s): S.J.S. Isherwood, PL. Bazin, S. Miletić, N.R. Stevenson, A.C. Trutti, D.H.Y. Tse, A. Heathcote, D. Matzke, R.J. Innes, S. Habli, D.R. Sokołowski, A. Alkemade, A.K. Håberg, B.U. Forstmann
Published in: NeuroImage, Issue 271, 2025, Page(s) 119988, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2023.119988

Catching wandering minds with tapping fingers: Neural and behavioral insights into task-unrelated cognition

Author(s): Josephine Maria Groot, Gabor Csifcsak, Sven Wientjes, Birte Forstmann, Matthias Mittner
Published in: Cerebral Cortex, 2022, ISSN 1047-3211
Publisher: Oxford University Press
DOI: 10.31234/osf.io/m9fq4

7 Tesla MRI Followed by Histological 3D Reconstructions in Whole-Brain Specimens

Author(s): Anneke Alkemade, Kerrin Pine, Evgeniya Kirilina, Max C. Keuken, Martijn J. Mulder, Rawien Balesar, Josephine M. Groot, Ronald L. A. W. Bleys, Robert Trampel, Nikolaus Weiskopf, Andreas Herrler, Harald E. Möller, Pierre-Louis Bazin, Birte U. Forstmann
Published in: Frontiers in Neuroanatomy, Issue 14, 2020, ISSN 1662-5129
Publisher: Frontiers Research Foundation
DOI: 10.3389/fnana.2020.536838

fMRI protocol optimization for simultaneously studying small subcortical and cortical areas at 7 T

Author(s): Steven Miletić, Pierre-Louis Bazin, Nikolaus Weiskopf, Wietske van der Zwaag, Birte U. Forstmann, Robert Trampel
Published in: NeuroImage, Issue 219, 2026, Page(s) 116992, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2020.116992

Mutual benefits: Combining reinforcement learning with sequential sampling models

Author(s): Steven Miletić, Russell J. Boag, Birte U. Forstmann
Published in: Neuropsychologia, Issue 136, 2026, Page(s) 107261, ISSN 0028-3932
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.neuropsychologia.2019.107261

Quantity and quality: Normative open-access neuroimaging databases

Author(s): Scott Jie Shen Isherwood, Pierre-Louis Bazin, Anneke Alkemade, Birte Uta Forstmann
Published in: PLOS ONE, 2021, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0248341

Cortical and subcortical contributions to interference resolution and inhibition – an fMRI ALE meta-analysis.

Author(s): S.J.S. Isherwood, M.C. Keuken, P.L. Bazin, B.U. Forstmann
Published in: Neuroscience and Biobehavioral Reviews, 2021, ISSN 0149-7634
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.neubiorev.2021.07.021

3 versus 7 Tesla magnetic resonance imaging for parcellations of subcortical brain structures in clinical settings

Author(s): Bethany R. Isaacs, Martijn J. Mulder, Josephine M. Groot, Nikita van Berendonk, Nicky Lute, Pierre-Louis Bazin, Birte U. Forstmann, Anneke Alkemade
Published in: PLOS ONE, Issue 15, 2020, Page(s) e0236208, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0236208

A new model of decision processing in instrumental learning tasks

Author(s): Steven Miletić, Russell J Boag, Anne C Trutti, Niek Stevenson, Birte U Forstmann, Andrew Heathcote
Published in: eLife, 2021, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.63055

Explaining multiscale choice dynamics.

Author(s): Steven Miletić, Niek Stevenson, Ami Eidels, Dora Matzke, Birte U. Forstmann, Andrew Heathcote
Published in: Psychological Review, 2025, ISSN 0033-295X
Publisher: American Psychological Association
DOI: 10.1037/rev0000581

A probabilistic atlas of the human ventral tegmental area (VTA) based on 7Tesla MRI data

Author(s): Anne C. Trutti, Laura Fontanesi, Martijn J. Mulder, Pierre-Louis Bazin, Bernhard Hommel, Birte U. Forstmann
Published in: Brain Structure and Function, 2021, ISSN 1863-2653
Publisher: Springer Verlag
DOI: 10.1007/s00429-021-02231-w

Using group level factor models to resolve high dimensionality in model-based sampling.

Author(s): Niek Stevenson, Reilly J. Innes, Quentin F. Gronau, Steven Miletić, Andrew Heathcote, Birte U. Forstmann, Scott D. Brown
Published in: Psychological Methods, Issue 30, 2025, Page(s) 1218-1241, ISSN 1082-989X
Publisher: American Psychological Association
DOI: 10.1037/met0000618

A high-resolution multi-shell 3T diffusion magnetic resonance imaging dataset as part of the Amsterdam Ultra-high field adultlifespan database (AHEAD)

Author(s): Max C. Keuken, Luka C. Liebrand, Pierre-Louis Bazin, Anneke Alkemade, Nikita van Berendonk, Josephine M. Groot, Scott J.S. Isherwood, Sarah Kemp, Nicky Lute, Martijn J. Mulder, Anne C. Trutti, Matthan W.A. Caan, Birte U. Forstmann
Published in: Data in Brief, 2022, ISSN 2352-3409
Publisher: Elsevier BV
DOI: 10.1016/j.dib.2022.108086

On the efficiency of neurally-informed cognitive models to identify latent cognitive states

Author(s): Guy E. Hawkins, Matthias Mittner, Birte U. Forstmann, Andrew Heathcote
Published in: Journal of Mathematical Psychology, Issue 76, 2024, Page(s) 142-155, ISSN 0022-2496
Publisher: Academic Press
DOI: 10.1016/j.jmp.2016.06.007

Echoes from Intrinsic Connectivity Networks in the Subcortex

Author(s): Josephine M. Groot, Steven Miletic, Scott J. S. Isherwood, Desmond H. Y. Tse, Sarah Habli, Asta K. Håberg, Birte U. Forstmann, Pierre-Louis Bazin, Matthias Mittner
Published in: The Journal of Neuroscience, Issue 43, 2023, Page(s) 6609-6618, ISSN 0270-6474
Publisher: Society for Neuroscience
DOI: 10.1523/jneurosci.1020-23.2023

A unified <scp>3D</scp> reconstruction of microscopy and <scp>MRI</scp> in a brain showing Alzheimer's disease‐related neuropathology

Author(s): Anneke Alkemade, Pierre‐Louis Bazin, Evgeniya Kirilina, Kerrin Pine, Andreas Herrler, Ronald L. A. W. Bleijs, J. Max Kros, Lysanne Groenewegen, Sanne M. M. Vermorgen, Laura E. Jonkman, Dick F. Swaab, Rawien Balesar, Nikolaus Weiskopf, Birte U. Forstmann
Published in: Brain Pathology, Issue 36, 2026, ISSN 1015-6305
Publisher: International Society of Neuropathology
DOI: 10.1111/bpa.70039

A neuroimaging atlas of the nigrosomes in the substantia nigra based on 3D histology

Author(s): Malte Brammerloh, Anneke Alkemade, Pierre-Louis Bazin, Caroline Jantzen, Carsten Jäger, Aurora Gasparello, Mikhail Zubkov, Puneet Talwar, Gilles Vandewalle, Andreas Herrler, Kerrin J. Pine, Markus Morawski, Rawien Balesar, Katrin Amunts, Birte U. Forstmann, Nikolaus Weiskopf, Evgeniya Kirilina
Published in: Scientific Data, Issue 13, 2026, ISSN 2052-4463
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/s41597-026-08133-y

Mixed methodology in human brain research: integrating MRI and histology

Author(s): Anneke Alkemade, Rosa Großmann, Pierre-Louis Bazin, Birte U. Forstmann
Published in: Brain Structure and Function, Issue 228, 2023, Page(s) 1399-1410, ISSN 1863-2661
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/s00429-023-02675-2

Subcortical nuclei of the human ascending arousal system encode anticipated reward but do not predict subsequent memory

Author(s): Beth Lloyd, Steven Miletić, Pierre-Louis Bazin, Scott Isherwood, Desmond H Y Tse, Asta K Håberg, Birte Forstmann, Sander Nieuwenhuis
Published in: Cerebral Cortex, Issue 35, 2025, ISSN 1047-3211
Publisher: Oxford University Press
DOI: 10.1093/cercor/bhaf101

Automated parcellation and atlasing of the human subcortex with ultra-high resolution quantitative MRI

Author(s): Pierre-Louis Bazin, Josephine M. Groot, Steven Miletic, Lysanne Groenewegen, Anne C. Trutti, Martijn J. Mulder, Birte U. Forstmann, Anneke Alkemade
Published in: Imaging Neuroscience, Issue 3, 2025, ISSN 2837-6056
Publisher: MIT Press
DOI: 10.1162/imag_a_00560

An Expert Guide to Planning Experimental Tasks For Evidence-Accumulation Modeling

Author(s): Russell J. Boag, Reilly J. Innes, Niek Stevenson, Giwon Bahg, Jerome R. Busemeyer, Gregory E. Cox, Chris Donkin, Michael J. Frank, Guy E. Hawkins, Andrew Heathcote, Craig Hedge, Veronika Lerche, Simon D. Lilburn, Gordon D. Logan, Dora Matzke, Steven Miletić, Adam F. Osth, Thomas J. Palmeri, Per B. Sederberg, Henrik Singmann, Philip L. Smith, Tom Stafford, Mark Steyvers, Luke Strickland, Jennifer
Published in: Advances in Methods and Practices in Psychological Science, Issue 8, 2026, ISSN 2515-2459
Publisher: SAGE Publications
DOI: 10.1177/25152459251336127

A comparison of how deep brain stimulation in two targets with anti-compulsive efficacy modulates brain activity using fMRI in awake rats

Author(s): Maik Derksen, Birte Zuidinga, Marijke van der Veer, Valerie Rhemrev, Linda Jolink, Liesbeth Reneman, Aart Nederveen, Birte Forstmann, Matthijs Feenstra, Ingo Willuhn, Damiaan Denys
Published in: Psychiatry Research: Neuroimaging, Issue 330, 2025, Page(s) 111611, ISSN 0925-4927
Publisher: Elsevier BV
DOI: 10.1016/j.pscychresns.2023.111611

Charting human subcortical maturation across the adult lifespan with in vivo 7T MRI.

Author(s): Steven Miletić, Pierre-Louis Bazin, Scott J.S. Isherwood, Max C. Keuken, Anneke Alkemade, Birte U. Forstmann
Published in: NeuroImage, 2022, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2022.118872

Probing the neural signature of mind wandering with simultaneous fMRI-EEG and pupillometry

Author(s): Josephine M Groot, Nya M Boayue, Gábor Csifcsák, Wouter Boekel, René Huster, Birte U Forstmann, Matthias Mittner
Published in: NeuroImage, 2021, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2020.117412

Self-reported mind wandering reflects executive control and selective attention

Author(s): Guy E. Hawkins, Matthias Mittner, Birte U. Forstmann, Andrew Heathcote
Published in: Psychonomic Bulletin & Review, 2022, ISSN 1069-9384
Publisher: Psychonomic Society Inc.
DOI: 10.3758/s13423-022-02110-3

Joint Modelling of Latent Cognitive Mechanisms Shared Across Decision-Making Domains

Author(s): Niek Stevenson, Reilly J. Innes, Russell J. Boag, Steven Miletić, Scott J. S. Isherwood, Anne C. Trutti, Andrew Heathcote, Birte U. Forstmann
Published in: Computational Brain & Behavior, Issue 7, 2024, Page(s) 1-22, ISSN 2522-0861
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/s42113-023-00192-3

Reliability of triggering the stop process is related to prefrontal-subthalamic hyperdirect pathway recruitment

Author(s): Alexandra Sebastian, Birte U. Forstmann, Dora Matzke
Published in: Imaging Neuroscience, Issue 3, 2025, ISSN 2837-6056
Publisher: MIT Press
DOI: 10.1162/imag_a_00454

"A unified model for reconstruction and <mml:math xmlns:mml=""http://www.w3.org/1998/Math/MathML"" altimg=""si13.svg""> <mml:msubsup> <mml:mi>R</mml:mi> <mml:mrow> <mml:mn>2</mml:mn> </mml:mrow> <mml:mo>*</mml:mo> </mml"

Author(s): Chaoping Zhang, Dimitrios Karkalousos, Pierre-Louis Bazin, Bram F. Coolen, Hugo Vrenken, Jan-Jakob Sonke, Birte U. Forstmann, Dirk H.J. Poot, Matthan W.A. Caan
Published in: NeuroImage, Issue 264, 2025, Page(s) 119680, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2022.119680

An Evidence Accumulation Model Analysis of Prior Probability and Spatial Attention Biases

Author(s): Ettore Cerracchio, Niek Stevenson, Birte U. Forstmann, Steven Miletić
Published in: Computational Brain & Behavior, 2026, ISSN 2522-0861
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/s42113-025-00262-8

Multi-contrast anatomical subcortical structures parcellation

Author(s): Pierre-Louis Bazin, Anneke Alkemade, Martijn J Mulder, Amanda G Henry, Birte U Forstmann
Published in: eLife, Issue 9, 2023, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.59430

Investigating working memory updating processes of the human subcortex using 7T MRI

Author(s): Anne C Trutti, Zsuzsika Sjoerds, Russell J Boag, Solenn LY Walstra, Steven Miletić, Scott JS Isherwood, Pierre-Louis Bazin, Bernhard Hommel, Sarah Habli, Desmond HY Tse, Asta K Håberg, Birte U Forstmann
Published in: eLife, Issue 13, 2026, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.97874

Ultra-high field brain MRI for functional neurological disorder: opportunities and challenges

Author(s): Sverre Myren, Johannes Jungilligens, Ibai Diez, Erlend Bøen, Torbjørn Elvsåshagen, Birte Forstmann, Maryam Ziaei, Thanh P. Doan
Published in: NeuroImage: Clinical, Issue 50, 2026, Page(s) 103972, ISSN 2213-1582
Publisher: Elsevier BV
DOI: 10.1016/j.nicl.2026.103972

Functional segregation and integration within the human subthalamic nucleus from a micro- and meso-level perspective

Author(s): Bernadette C.M. van Wijk, Anneke Alkemade, Birte U. Forstmann
Published in: Cortex, Issue 131, 2025, Page(s) 103-113, ISSN 0010-9452
Publisher: Masson Publishing
DOI: 10.1016/j.cortex.2020.07.004

7T functional MRI finds no evidence for distinct functional subregions in the subthalamic nucleus during a speeded decision-making task

Author(s): Steven Miletić, Max C. Keuken, Martijn J. Mulder, Robert Trampel, Gilles de Hollander, Birte U. Forstmann
Published in: Cortex, Issue 155, 2025, Page(s) 162-188, ISSN 0010-9452
Publisher: Masson Publishing
DOI: 10.1016/j.cortex.2022.06.014

The Amsterdam Ultra-high field adult lifespan database (AHEAD): A freely available multimodal 7 Tesla submillimeter magnetic resonance imaging database

Author(s): Anneke Alkemade, Martijn J Mulder, Josephine M Groot, Bethany R Isaacs, Nikita van Berendonk, Nicky Lute, Scott JS Isherwood, Pierre-Louis Bazin, Birte U Forstmann
Published in: NeuroImage, Issue 221, 2025, Page(s) 117200, ISSN 1053-8119
Publisher: Academic Press
DOI: 10.1016/j.neuroimage.2020.117200

Joint models reveal human subcortical underpinnings of choice and learning behavior

Author(s): Steven Miletić, Niek Stevenson, Pierre-Louis Bazin, Anneke Alkemade, Scott J. S. Isherwood, Anne C. Trutti, Desmond H. Y. Tse, Asta K. Håberg, Birte U. Forstmann
Published in: Proceedings of the National Academy of Sciences, Issue 122, 2025, ISSN 0027-8424
Publisher: National Academy of Sciences
DOI: 10.1073/pnas.2502269122

NeuroImage: Reports: A new member of the NeuroImage family embracing negative findings, replication studies and registered reports

Author(s): Birte U. Forstmann, Christopher D. Chambers, Michael X. Cohen, Gesa Hartwigsen, Peter Kochunov, Dimitri Van De Ville, Chao-Gan Yan
Published in: Neuroimage: Reports, 2021, ISSN 2666-9560
Publisher: Elsevier BV
DOI: 10.1016/j.ynirp.2020.100001

Imaging of the human subthalamic nucleus

Author(s): Anneke Alkemade, Birte U. Forstmann
Published in: 2021
Publisher: Elsevier
DOI: 10.1016/b978-0-12-820107-7.00025-2

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