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Thomas Trappenberg - Publications

Affiliations: 
Faculty of Computer Science Dalhousie University, Halifax, Nova Scotia, Canada 
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19 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Madanlal D, Guinard C, Nuñez VP, Becker S, Garnham J, Khayachi A, Léger S, O'Donovan C, Singh S, Stern S, Slaney C, Trappenberg T, Alda M, Nunes A. A pilot study examining the impact of lithium treatment and responsiveness on mnemonic discrimination in bipolar disorder. Journal of Affective Disorders. PMID 38280568 DOI: 10.1016/j.jad.2024.01.146  0.709
2023 Petzi M, Singh S, Trappenberg T, Nunes A. Mechanisms of Sustained Increases in Power Post-Ketamine in a Computational Model of the Hippocampal CA3: Implications for Ketamine's Antidepressant Mechanism of Action. Brain Sciences. 13. PMID 38002522 DOI: 10.3390/brainsci13111562  0.641
2023 Singh S, Becker S, Trappenberg T, Nunes A. Granule cells perform frequency-dependent pattern separation in a computational model of the dentate gyrus. Hippocampus. PMID 37950569 DOI: 10.1002/hipo.23585  0.637
2022 Nunes A, Singh S, Allman J, Becker S, Ortiz A, Trappenberg T, Alda M. A critical evaluation of dynamical systems models of bipolar disorder. Translational Psychiatry. 12: 416. PMID 36171199 DOI: 10.1038/s41398-022-02194-4  0.617
2021 Wang H, Alda M, Trappenberg T, Nunes A. A scoping review and comparison of approaches for measuring genetic heterogeneity in psychiatric disorders. Psychiatric Genetics. PMID 34694248 DOI: 10.1097/YPG.0000000000000304  0.705
2021 Stone W, Nunes A, Akiyama K, Akula N, Ardau R, Aubry JM, Backlund L, Bauer M, Bellivier F, Cervantes P, Chen HC, Chillotti C, Cruceanu C, Dayer A, Degenhardt F, ... ... Trappenberg T, et al. Prediction of lithium response using genomic data. Scientific Reports. 11: 1155. PMID 33441847 DOI: 10.1038/s41598-020-80814-z  0.715
2021 Nunes A, Stone W, Ardau R, Berghöfer A, Bocchetta A, Chillotti C, Deiana V, Degenhardt F, Forstner AJ, Garnham JS, Grof E, Hajek T, Manchia M, Mattheisen M, McMahon F, ... ... Trappenberg T, et al. Exemplar scoring identifies genetically separable phenotypes of lithium responsive bipolar disorder. Translational Psychiatry. 11: 36. PMID 33431852 DOI: 10.1038/s41398-020-01148-y  0.72
2020 Nunes A, Alda M, Trappenberg T. Multiplicative Decomposition of Heterogeneity in Mixtures of Continuous Distributions. Entropy (Basel, Switzerland). 22. PMID 33286629 DOI: 10.3390/E22080858  0.721
2020 Nunes A, Alda M, Bardouille T, Trappenberg T. Representational Rényi Heterogeneity. Entropy (Basel, Switzerland). 22. PMID 33286192 DOI: 10.3390/e22040417  0.727
2020 Nunes A, Trappenberg T, Alda M. Measuring heterogeneity in normative models as the effective number of deviation patterns. Plos One. 15: e0242320. PMID 33186399 DOI: 10.1371/journal.pone.0242320  0.732
2020 Nunes A, Trappenberg T, Alda M. The definition and measurement of heterogeneity. Translational Psychiatry. 10: 299. PMID 32839448 DOI: 10.1038/S41398-020-00986-0  0.731
2020 Nunes A, Trappenberg T, Alda M. Asymmetrical reliability of the Alda score favours a dichotomous representation of lithium responsiveness. Plos One. 15: e0225353. PMID 31986152 DOI: 10.1371/Journal.Pone.0225353  0.734
2020 Nunes A, Trappenberg T, Alda M. We need an operational framework for heterogeneity in psychiatric research Journal of Psychiatry & Neuroscience : Jpn. 45: 3-6. PMID 31845771 DOI: 10.1503/Jpn.190198  0.7
2020 Nunes A, Alda M, Bardouille T, Trappenberg T. Representational Rényi Heterogeneity Entropy. 22: 417. DOI: 10.3390/E22040417  0.736
2019 Nunes A, Ardau R, Berghöfer A, Bocchetta A, Chillotti C, Deiana V, Garnham J, Grof E, Hajek T, Manchia M, Müller-Oerlinghausen B, Pinna M, Pisanu C, O'Donovan C, Severino G, ... ... Trappenberg T, et al. Prediction of Lithium Response using Clinical Data. Acta Psychiatrica Scandinavica. PMID 31667829 DOI: 10.1111/Acps.13122  0.728
2018 Nunes A, Schnack HG, Ching CRK, Agartz I, Akudjedu TN, Alda M, Alnæs D, Alonso-Lana S, Bauer J, Baune BT, Bøen E, Bonnin CDM, Busatto GF, Canales-Rodríguez EJ, Cannon DM, ... ... Trappenberg T, et al. Using structural MRI to identify bipolar disorders - 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group. Molecular Psychiatry. PMID 30171211 DOI: 10.1038/S41380-018-0228-9  0.734
2015 Connor P, Hollensen P, Krigolson O, Trappenberg T. A biological mechanism for Bayesian feature selection: Weight decay and raising the LASSO. Neural Networks : the Official Journal of the International Neural Network Society. 67: 121-30. PMID 25897512 DOI: 10.1016/J.Neunet.2015.03.005  0.334
2006 Trappenberg T, Ouyang J, Back A. Input variable selection: mutual information and linear mixing measures Ieee Transactions On Knowledge and Data Engineering. 18: 37-46. DOI: 10.1109/Tkde.2006.11  0.336
2006 Lawrence M, Trappenberg T, Fine A. Rapid learning and robust recall of long sequences in modular associator networks Neurocomputing. 69: 634-641. DOI: 10.1016/J.Neucom.2005.12.003  0.307
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