Publications by authors named "Thomas Trappenberg"

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The effects of bipolar disorder granule cell hyperexcitability and lithium therapy on pattern separation in a computational model of the dentate gyrus.
Selena Singh, Anouar Khayachi, Shani Stern, Thomas Trappenberg, Martin Alda

Transl Psychiatry· October 2025

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A New Measure of Mnemonic Discrimination Applicable to Recognition Memory Tests With Continuous Variation in Novel Stimulus Interference.
Simon Léger, Christian Guinard, Selena Singh, Suzanna Becker, Jasmyn E A Cunningham, Thomas Trappenberg

Brain Behav· June 2025

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Pupillometry for Arm and Hand Motor Intent Detection.
Shane Forbrigger, Thomas Trappenberg, Ya-Jun Pan

IEEE Int Conf Rehabil Robot· May 2025

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BenthicNet: A global compilation of seafloor images for deep learning applications.
Scott C Lowe, Benjamin Misiuk, Isaac Xu, Shakhboz Abdulazizov, Amit R Baroi, Thomas Trappenberg

Sci Data· February 2025

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The Impact of Electrophysiological Diversity on Pattern Completion in Lithium Nonresponsive Bipolar Disorder: A Computational Modeling Approach.
Abraham Nunes, Selena Singh, Anouar Khayachi, Shani Stern, Thomas Trappenberg

Brain Behav· January 2025

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An Information-Geometric Formulation of Pattern Separation and Evaluation of Existing Indices.
Harvey Wang, Selena Singh, Thomas Trappenberg, Abraham Nunes

Entropy (Basel)· August 2024

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A pilot study examining the impact of lithium treatment and responsiveness on mnemonic discrimination in bipolar disorder.
Dhanyaasri Madanlal, Christian Guinard, Vanessa Pardo Nuñez, Suzanna Becker, Julie Garnham, Thomas Trappenberg

J Affect Disord· April 2024

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Granule cells perform frequency-dependent pattern separation in a computational model of the dentate gyrus.
Selena Singh, Suzanna Becker, Thomas Trappenberg, Abraham Nunes

Hippocampus· January 2024

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Mechanisms of Sustained Increases in Power Post-Ketamine in a Computational Model of the Hippocampal CA3: Implications for Ketamine's Antidepressant Mechanism of Action.
Maximilian Petzi, Selena Singh, Thomas Trappenberg, Abraham Nunes

Brain Sci· November 2023

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Machine learning for contour classification in TG-263 noncompliant databases.
David Livermore, Thomas Trappenberg, Alasdair Syme

J Appl Clin Med Phys· September 2022

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A critical evaluation of dynamical systems models of bipolar disorder.
Abraham Nunes, Selena Singh, Jared Allman, Suzanna Becker, Abigail Ortiz, Thomas Trappenberg

Transl Psychiatry· September 2022

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A scoping review and comparison of approaches for measuring genetic heterogeneity in psychiatric disorders.
Harvey Wang, Martin Alda, Thomas Trappenberg, Abraham Nunes

Psychiatr Genet· February 2022

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Plankton classification with high-throughput submersible holographic microscopy and transfer learning.
Liam MacNeil, Sergey Missan, Junliang Luo, Thomas Trappenberg, Julie LaRoche

BMC Ecol Evol· June 2021

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Measuring heterogeneity in normative models as the effective number of deviation patterns.
Abraham Nunes, Thomas Trappenberg, Martin Alda

PLoS One· January 2021

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Exemplar scoring identifies genetically separable phenotypes of lithium responsive bipolar disorder.
Abraham Nunes, William Stone, Raffaella Ardau, Anne Berghöfer, Alberto Bocchetta, Thomas Trappenberg

Transl Psychiatry· January 2021

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Prediction of lithium response using genomic data.
William Stone, Abraham Nunes, Kazufumi Akiyama, Nirmala Akula, Raffaella Ardau, Thomas Trappenberg

Sci Rep· January 2021

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Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group.
Abraham Nunes, Hugo G Schnack, Christopher R K Ching, Ingrid Agartz, Theophilus N Akudjedu, Thomas Trappenberg

Mol Psychiatry· September 2020

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The definition and measurement of heterogeneity.
Abraham Nunes, Thomas Trappenberg, Martin Alda

Transl Psychiatry· August 2020

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Multiplicative Decomposition of Heterogeneity in Mixtures of Continuous Distributions.
Abraham Nunes, Martin Alda, Thomas Trappenberg

Entropy (Basel)· August 2020

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Asymmetrical reliability of the Alda score favours a dichotomous representation of lithium responsiveness.
Abraham Nunes, Thomas Trappenberg, Martin Alda,

PLoS One· April 2020

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Representational Rényi Heterogeneity.
Abraham Nunes, Martin Alda, Timothy Bardouille, Thomas Trappenberg

Entropy (Basel)· April 2020

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We need an operational framework for heterogeneity in psychiatric research.
Abraham Nunes, Thomas Trappenberg, Martin Alda

J Psychiatry Neurosci· January 2020

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Model-free prostate cancer segmentation from dynamic contrast-enhanced MRI with recurrent convolutional networks: A feasibility study.
Peter Q Lee, Alessandro Guida, Steve Patterson, Thomas Trappenberg, Chris Bowen

Comput Med Imaging Graph· July 2019

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A Novel Model for Arbitration Between Planning and Habitual Control Systems.
Farzaneh Sheikhnezhad Fard, Thomas P Trappenberg

Front Neurorobot· July 2019

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Modeling Saccadic Action Selection: Cortical and Basal Ganglia Signals Coalesce in the Superior Colliculus.
Brian C Coe, Thomas Trappenberg, Douglas P Munoz

Front Syst Neurosci· February 2019

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