1. Nunes A, Alda M, and Trappenberg T. Multiplicative Decomposition of Heterogeneity in Mixtures of Continuous Distributions. ArXiv. 2020 [PDF]
  2. Nunes A, Trappenberg T, and Alda M. Measuring Heterogeneity in Normative Models as the Effective Number of Deviation Patterns. PsyArXiv. 2020:1-18 [PDF]
  3. Nunes A, Stone W, Ardau R, Berghoefer A, Bocchetta A, Chillotti C, et al. Exemplar Scoring Identifies Genetically Separable Phenotypes of Lithium Responsive Bipolar Disorder. medRxiv. 2020:1-34 [PDF]


  1. Nunes A, Trappenberg T, and Alda M. The Definition and Measurement of Heterogeneity. Translational Psychiatry. Accepted [PDF]
  2. Town J, Abbass A, Stride C, Nunes A, Bernier D, Berrigan P. Efficacy and Cost Effectiveness of Intensive Short-Term Dynamic Psychotherapy for Treatment Resistant Depression: 18 Months Follow-Up of The Halifax Depression Trial. Journal of Affective Disorders. 2020;273:194-202 [PDF]
  3. Nunes A, Alda M, Bardouille T, Trappenberg T. Representational R\'enyi Heterogeneity. Entropy 2020;22(417):1-30 [PDF]
  4. Scott J, Bellivier F, Manchia M, ..., Nunes A, ..., The ConLiGen Collaboration. Can network analysis shed light on predictors of lithium response in bipolar I disorder? Acta Psychiatrica Scandinavica. 2020;141(6):522-533. doi:10.1111/acps.13163
  5. Thompson P, Jahanshad N, Ching CRK,..., Nunes A,...,and Zelman V. ENIGMA and Global Neuroscience: A Decade of Large-Scale Studies of the Brain in Health and Disease across more than 40 Countries. Translational Psychiatry 2020;10:100. [PDF]
  6. Nunes A, Trappenberg T, and Alda M. Asymmetrical reliability of the Alda Score favours a dichotomous representation of lithium responsiveness. PLOS ONE 2020;5(1): e0225353 [PDF]
  7. Nunes A, Trappenberg T, and Alda M. We Need an Operational Framework for Heterogeneity in Psychiatric Research. Journal of Psychiatry \& Neuroscience 2020 45(1): 3-6. [PDF]
  8. Nunes A, Ardau R, Bergh\"ofer A, Bocchetta A, Chillotti C, Deiana V, et al. Prediction of Lithium Response using Clinical Data. Acta Psychiatrica Scandinavica 2020: 141: 131–141 [PDF]


  1. Nunes A. Two common questions about machine learning methods in psychiatric applications. Bipolar Disorders 2019;21(7):665 [PDF]


  1. Nunes A, Schnack HG, Agartz I, Akudjedu T, Alda M, Alnaes D, et al. Using structural MRI to identify bipolar disorders – 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorder Working Group. Molecular Psychiatry. 2018;Aug 31: 1-14. [PDF]
  2. Nunes A, Rudiuk A, \& Trappenberg TP. An Algorithm for Clustering Decision-Making Phenotypes from Behavioural Data. Cognitive Computational Neuroscience 2018 [PDF]


  1. Fard FS, Nunes A, and Trappenberg TP. An Actor Critic with an Internal Model. Cognitive Computational Neuroscience 2017 [PDF]


  1. Nunes A, MacArthur RGG, Kim D, Singh G, Buchholz H, Chatterley P, Klarenbach SW. A Systematic Review of the Cost-Effectiveness of Long-Term Mechanical Circulatory Support. Value in Health 2016;19(4):494-504


  1. Nunes A, Hajek T, and Alda M. Early and delayed treatment of bipolar disorder (Letter). British Journal of Psychiatry 2014;205(5):411


  1. Jonker ID, Nunes A, Elhenawy AM, Das D, and MacArthur RG. Double aortic arch presenting in an adult with dysphagia. Journal of Cardiac Surgery 2013;28(6):670-1


  1. Nunes A, Buchholz H, Sinnadurai S, and MacArthur RG. Long-term mechanical circulatory support of an adult patient with Down Syndrome. Annals of Thoracic Surgery 2012;93:1305-07


  1. Nielsen CA, Deegan EG, Hung ASL, and Nunes A. Potential effects of sleep deprivation on sensorimotor integration during quiet stance in young adults. WURJ 2010;1