Co-author Network
Co-researcher Network
sample of publications
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articles
- Assessment of Variability in Irregularly Sampled Time Series: Applications to Mental Healthcare. Mathematics. 9 (1):1-18. 2021
- Social media and smartphone app use predicts maintenance of physical activity during Covid-19 enforced isolation in psychiatric outpatients. MOLECULAR PSYCHIATRY. 2020:1-11. 2020
- Actigraphic recording of motor activity in depressed inpatients: a novel computational approach to prediction of clinical course and hospital discharge. Scientific Reports. 10:1-11. 2020
- Real-time ventricular cancellation in unipolar atrial fibrillation electrograms. Frontiers in Bioengineering and Biotechnology. 8:1-14. 2020
- Universal mental health screening with a focus on suicidal behaviour using smartphones in a Mexican rural community: protocol for the SMART-SCREEN population-based survey. BMJ Open. 10:1-8. 2020
- Study protocol of a randomised clinical trial testing whether metacognitive training can improve insight and clinical outcomes in schizophrenia. BMC Psychiatry. 20:1-11. 2020
- Validation of fitbit charge 2 and fitbit alta hr against polysomnography for assessing sleep in adults with obstructive sleep apnea. Journal of Clinical Sleep Medicine. 15:1645-1653. 2019
- Deep Sequential Models for Suicidal Ideation from Multiple Source Data. IEEE Journal of Biomedical and Health Informatics. 23:2286-2293. 2019
- Assessment of e-Social Activity in Psychiatric Patients. IEEE Journal of Biomedical and Health Informatics. 23:2247-2256. 2019
- Hierarchical Algorithms for Causality Retrieval in Atrial Fibrillation Intracavitary Electrograms. IEEE Journal of Biomedical and Health Informatics. 23:143-155. 2019
- Onset of schizophrenia diagnoses in a large clinical cohort. Scientific Reports. 9. 2019
- Combining Continuous Smartphone Native Sensors Data Capture and Unsupervised Data Mining Techniques for Behavioral Changes Detection: A Case Series of the Evidence-Based Behavior (eB2) Study. JMIR mHealth and uHealth. 6. 2018
- Feature Extraction of Galvanic Skin Responses by Nonnegative Sparse Deconvolution. IEEE Journal of Biomedical and Health Informatics. 22:1385-1394. 2018
- Presence and Distribution of Rotational Conduction Points and Its Association With Scar in Patients With Persistent Atrial Fibrillation. HEART RHYTHM. 14:235-236. 2017
- User profiles of an electronic mental health tool for ecological momentary assessment: MEmind. INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH. 26:1-9. 2017
- Human Activity Recognition by Combining a Small Number of Classifiers. IEEE Journal of Biomedical and Health Informatics. 20. 2016
- Bayesian Nonparametric Crowdsourcing. JOURNAL OF MACHINE LEARNING RESEARCH. 16:1607-1627. 2015
- Blind analysis of atrial fibrillation electrograms: A sparsity-aware formulation. INTEGRATED COMPUTER-AIDED ENGINEERING. 22:71-85. 2015
- A regularized matrix factorization approach to induce structured sparse-low-rank solutions in the EEG inverse problem. EURASIP Journal on Advances in Signal Processing. 2014. 2014
- Objective diagnosis of ADHD using IMUs. MEDICAL ENGINEERING & PHYSICS. 36:922-926. 2014
- An automated screening system for tuberculosis. IEEE Journal of Biomedical and Health Informatics. 18:855-862. 2014
- Target detection for low cost uncooled MWIR cameras based on empirical mode decomposition. INFRARED PHYSICS & TECHNOLOGY. 63:222-231. 2014
- Information-Theoretic Linear Feature Extraction Based on Kernel Density Estimators: A Review. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS (IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE). 42:1180-1189. 2012
- Algorithms for maximum-likelihood bandwidth selection in kernel density estimators. PATTERN RECOGNITION LETTERS. 33:1717-1724. 2012
- Machine learning and data mining: strategies for hypothesis generation. MOLECULAR PSYCHIATRY. 17:956-959. 2012
- Novel fast random search clustering algorithm for mixing matrix identification in MIMO linear blind inverse problems with sparse inputs. NEUROCOMPUTING. 87:62-78. 2012
- Improving the accuracy of suicide attempter classification. ARTIFICIAL INTELLIGENCE IN MEDICINE. 52:165-168. 2011
- Distinguishing the relevant features of frequent suicide attempters. JOURNAL OF PSYCHIATRIC RESEARCH. 45:619-625. 2011
- Improving Sale Performance Prediction using Support Vector Machines. EXPERT SYSTEMS WITH APPLICATIONS. 38:5129-5132. 2011
- Extended input space support vector machine. IEEE TRANSACTIONS ON NEURAL NETWORKS. 22:158-163. 2011
- Individual Identification using Personality Traits. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. 33:293-299. 2010
- Stability of Childhood Anxiety Disorder Diagnoses: A Follow-up Naturalistic Study in Psychiatric Care. EUROPEAN CHILD & ADOLESCENT PSYCHIATRY. 19:395-403. 2010
- Nucleotide Variation in Central Nervous System Genes Among Male Suicide Attempters. AMERICAN JOURNAL OF MEDICAL GENETICS PART B-NEUROPSYCHIATRIC GENETICS. 153B:208-213. 2010
- Optimal Sensor Selection in Binary Heterogeneous Sensor Networks. IEEE TRANSACTIONS ON SIGNAL PROCESSING. 57:1577-1587. 2009
- A simulated annealing approach to speaker segmentation in audio databases. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 21:499-508. 2008
- Patterns of Mental Health Service Utilization in a General Hospital and Outpatient Mental Health Facilities: Analysis of 365,262 Psychiatric Consultations. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE. 258:117-123. 2008
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conference contributions
- Continual learning for infinite hierarchical change-point detection. 3582-3586. 2020
- Modeling phone call durations via switching Poisson processes with applications in mental health. 1-6. 2020
- Sleep Dynamics, Weight, and Appetite in a Prospective Cohort of Psychiatric Patients During COVID-19. 254-255. 2020
- Use of Actigraphy and Ecological Momentary Assessment to Monitor the Impact of COVID-19 on Mood and Behavior in Psychiatric Outpatients: Social Media and Smartphone App Use Predicts Maintenance of Physical Activity. 300. 2020
- Mixtures of heterogeneous Poisson processes for the assessment of e-social activity in mental health. 1-6. 2019
- Heterogeneous Multi-output Gaussian Process Prediction 2018
- 2017 Substrate Characterization of Rotational Activity Sites in Persistent Atrial Fibrillation Patients 2017
- A hierarchical algorithm for causality discovery among atrial fibrillation electrograms. 774-778. 2016
- Discriminative spectral learning of hidden markov models for human activity recognition 2015
- Smelly parallel MCMC chains. 4070-4074. 2015
- A novel feature extraction technique for human activity recognition. 177-180. 2014
- Grouped sparsity algorithm for multichannel intracardiac ECG synchronization 2014
- Orthogonal MCMC algorithms. 364-367. 2014
- Structured sparse-low rank matrix factorization for the EEG inverse problem 2014
- A naturalistic study of the diagnostic evolution of schizophrenia 2013
- Cross-products lasso. 6118-6122. 2013
- Noise cancellation in IR video based on Empirical Mode Decomposition 2013
- A Hold-out Method to Correct PCA Variance Inflation.. 1-6. 2012
- Dimensional schizophrenia: not an easy transition 2012
- Hierarchical Dynamic Model for Human Daily Activity Recognition 2012
- Human Activity Recognition Using Inertial Sensors with Invariance to Sensor Orientation. 1-7. 2012
- Long Term Human Activity Recognition With Automatic Orientation Estimation.. 1-6. 2012
- P-1266 - Dimensional schizophrenia: not an easy transition [abstract] 2012
- Sparse Spectral Analysis Of Atrial Fibrillation Electrograms.. 1-6. 2012
- Structured Sparsity Regularization Approach to the EEG Inverse Problems. 1-6. 2012
- Fast Background Elimination in Fluorescence Microbiology Images: Comparison of Four Algorithms. 285-290. 2011
- Optimal Neyman-Pearson fusion in two-dimensional sensor networks with serial architecture and dependent observations 2011
- Visualization and Prediction of Disease Interactions with Continuous-Time Hidden Markov Models 2011
- Algorithms for Gaussian Bandwidth Selection in Kernel Density Estimators 2008
- Compressive Sensing Detection of Stochastic Signals. 956-960. 2008
- Decentralized Detection in a Dense Wireless Sensor Network with Correlated Observations 2008
- Linear Dimensionality Reduction with Gaussian Mixture Models 2008
- On the Uncertainty In Sequential Hypothesis Testing 2008
- Progressive Still Image Transmission over a Tactical Data Link Network 2008
- SVM Discovery of Causation Direction by Machine Learning Techniques 2008