Alvaro Ulloa
Alvaro Ulloa
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Deep learning applications for predicting pharmacological properties of drugs and drug repurposing using transcriptomic data
A Aliper, S Plis, A Artemov, A Ulloa, P Mamoshina, A Zhavoronkov
Molecular pharmaceutics 13 (7), 2524-2530, 2016
A three-way parallel ICA approach to analyze links among genetics, brain structure and brain function
VM Vergara, A Ulloa, VD Calhoun, D Boutte, J Chen, J Liu
Neuroimage 98, 386-394, 2014
Predicting survival from large echocardiography and electronic health record datasets: optimization with machine learning
MD Samad, A Ulloa, GJ Wehner, L Jing, D Hartzel, CW Good, BA Williams, ...
JACC: Cardiovascular Imaging 12 (4), 681-689, 2019
A pilot study on collective effects of 22q13. 31 deletions on gray matter concentration in schizophrenia
J Liu, A Ulloa, N Perrone-Bizzozero, R Yeo, J Chen, VD Calhoun
PloS one 7 (12), e52865, 2012
Synthetic structural magnetic resonance image generator improves deep learning prediction of schizophrenia
A Ulloa, S Plis, E Erhardt, V Calhoun
2015 IEEE 25th International Workshop on Machine Learning for Signal …, 2015
Association Between Copy Number Variation Losses and Alcohol Dependence Across A frican A merican and E uropean A merican Ethnic Groups
AE Ulloa, J Chen, VM Vergara, V Calhoun, J Liu
Alcoholism: Clinical and Experimental Research 38 (5), 1266-1274, 2014
Improving classification rate of schizophrenia using a multimodal multi-layer perceptron model with structural and functional MR
A Ulloa, S Plis, V Calhoun
arXiv preprint arXiv:1804.04591, 2018
Parallel ica with multiple references: A semi-blind multivariate approach
J Chen, VD Calhoun, AE Ulloa, J Liu
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
Generation of synthetic structural magnetic resonance images for deep learning pre-training
E Castro, A Ulloa, SM Plis, JA Turner, VD Calhoun
2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 1057-1060, 2015
Automatic classification of radiological report for intracranial hemorrhage
K Jnawali, MR Arbabshirani, AE Ulloa, N Rao, AA Patel
2019 IEEE 13th International Conference on Semantic Computing (ICSC), 187-190, 2019
Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network
S Raghunath, AEU Cerna, L Jing, J Stough, DN Hartzel, JB Leader, ...
Nature Medicine, 1-6, 2020
Detección automática de defectos en telas basado en la demodulación AM-FM
A Ulloa, P Rodríguez
Ibero-American Conference on Trends in Engineering Education and Collaboration, 2009
Quantitative EEG biomarkers for mild traumatic brain injury
JD Lewine, S Plis, A Ulloa, C Williams, M Spitz, J Foley, K Paulson, ...
Journal of Clinical Neurophysiology 36 (4), 298-305, 2019
An unsupervised homogenization pipeline for clustering similar patients using electronic health record data
A Ulloa, A Basile, GJ Wehner, L Jing, MD Ritchie, B Beaulieu-Jones, ...
arXiv preprint arXiv:1801.00065, 2017
Detecting volumetric changes in fMRI connectivity networks in schizophrenia patients
MR Arbabshirani, MS Pattichis, A Ulloa, VD Calhoun
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
Latent-based imputation of laboratory measures from electronic health records: case for complex diseases
V Abedi, MK Shivakumar, P Lu, R Hontecillas, A Leber, M Ahuja, AE Ulloa, ...
bioRxiv, 275743, 2018
A deep neural network predicts survival after heart imaging better than cardiologists
A Ulloa, L Jing, CW Good, David P. vanMaanen, S Raghunath, JD Suever, ...
arXiv preprint arXiv:1811.10553, 2018
Three-way parallel independent component analysis for imaging genetics using multi-objective optimization
A Ulloa, J Liu, V Vergara, V Calhoun, M Pattichis
IEEE Engineering in Medicine and Biology Conference, 2014
A Quasi-Local Method for Instantaneous Frequency Estimation with Application to Structural Magnetic Resonance Images
A Ulloa, P Rodriguez, J Liu, V Calhoun, M Pattichis
IEEE Engineering in Medicine and Biology Conference, 2014
AM-FM Analysis of Structural and Functional Magnetic Resonance Images
AE Ulloa Cerna
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