Learning discriminative functional network features of schizophrenia. - Mina Gheiratmand; Irina Rish; Guillermo A. Cecchi; Matthew R. G. Brown; Russell Greiner; Pouya Bashivan; Pablo Polosecki; Serdar M. Dursun (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

Computational psychiatry: Advancing predictive modeling of neurodegeneration with neuroimaging of Huntington's disease. - Pablo Polosecki; Eduardo Castro; Andrew Wood; John H. Warner; Irina Rish; Guillermo A. Cecchi (IBM J. Res. Dev., 2017)

Unsupervised Morphological Segmentation for Detecting Parkinson's Disease. - Elif Eyigöz; Pablo Polosecki; Adolfo M. García; Katharina Rogg; Juan Rafael Orozco-Arroyave; Sabine Skodda; Eugenia Hesse; Agustín Ibáñez; Guillermo A. Cecchi (AAAI Workshops, 2018)

Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM. - Germán Abrevaya; Aleksandr Y. Aravkin; Guillermo A. Cecchi; Irina Rish; Pablo Polosecki; Peng Zheng 002; Silvina Ponce Dawson (CoRR, 2018)

Predicting conversion to psychosis in clinical high risk patients using resting-state functional MRI features. - Jolie McDonnell; William Hord; Jenna M. Reinen; Pablo Polosecki; Irina Rish; Guillermo A. Cecchi (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks. - Germán Abrevaya; Guillaume Dumas; Aleksandr Y. Aravkin; Peng Zheng 002; Jean-Christophe Gagnon-Audet; James R. Kozloski; Pablo Polosecki; Guillaume Lajoie; David D. Cox; Silvina Ponce Dawson; Guillermo A. Cecchi; Irina Rish (Neural Comput., 2021)

GOKU-UI: Ubiquitous Inference through Attention and Multiple Shooting for Continuous-time Generative Models. - Germán Abrevaya; Mahta Ramezanian-Panahi; Jean-Christophe Gagnon-Audet; Irina Rish; Pablo Polosecki; Silvina Ponce Dawson; Guillermo A. Cecchi; Guillaume Dumas (CoRR, 2023)

Effective Latent Differential Equation Models via Attention and Multiple Shooting. - Germán Abrevaya; Mahta Ramezanian-Panahi; Jean-Christophe Gagnon-Audet; Pablo Polosecki; Irina Rish; Silvina Ponce Dawson; Guillermo A. Cecchi; Guillaume Dumas (Trans. Mach. Learn. Res., 2024)