引用次数
引用: 1,614
H-指数: 14
I10-指数 : 17
出版物: 55
Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation–Related Stroke
Christoph J. Griessenauer , Brandon K. Fornwalt , Arun Nemani , Linyuan Jing
Circulation 143 ( 13) 1287 -1298
82
2021
Deep Neural Networks can Predict Incident Atrial Fibrillation from the 12-lead Electrocardiogram and may help Prevent Associated Strokes
Sushravya Raghunath , John M. Pfeifer , Alvaro E. Ulloa-Cerna , Arun Nemani
medRxiv
2020
Association between copy number variation losses and alcohol dependence across African American and European American ethnic groups.
Alvaro E. Ulloa , Jiayu Chen , Victor M. Vergara , Vince Calhoun
Alcoholism: Clinical and Experimental Research 38 ( 5) 1266 -1274
7
2014
Automatic Classification of Radiological Report for Intracranial Hemorrhage
Kamal Jnawali , Mohammad R Arbabshirani , Alvaro E Ulloa , Navalgund Rao
ieee international conference semantic computing 187 -190
3
2019
Parallel ICA with multiple references: a semi-blind multivariate approach.
Jiayu Chen , Vince D. Calhoun , Alvaro E. Ulloa , Jingyu Liu
international conference of the ieee engineering in medicine and biology society 2014 6659 -6662
4
2014
RECHOmmend: an ECG-based machine learning approach for identifying patients at increased risk of undiagnosed structural heart disease detectable by echocardiography
Alvaro E Ulloa-Cerna , Linyuan Jing , John M Pfeifer , Sushravya Raghunath
Circulation 146 ( 1) 36 -47
7
2022
rECHOmmend: an ECG-based machine-learning approach for identifying patients at high-risk of undiagnosed structural heart disease detectable by echocardiography
Alvaro E Ulloa-Cerna , Linyuan Jing , John M Pfeifer , Sushravya Raghunath
medRxiv 2021 -10
1
2021
ECG-based cardiovascular disease detection systems and related methods
Alvaro E Ulloa-Cerna , Noah Zimmerman , Greg Lee , Christopher M Haggerty
2023
A Review of Machine Learning Methods Applied to Video Analysis Systems
Marios S Pattichis , Venkatesh Jatla , Alvaro E ulloa Cerna
2023 57th Asilomar Conference on Signals, Systems, and Computers 1161 -1165
2023
Artificial intelligence based cardiac event predictor systems and methods
Noah Zimmerman , Brandon Fornwalt , John Pfeifer , Ruijun Chen
1
2023
Artificial intelligence based cardiac event predictor systems and methods
Arun Nemani , Greg Lee , Steve Steinhubl , Alvaro Ulloa-Cerna
2
2024
A three-way parallel ICA approach to analyze links among genetics, brain structure and brain function
Victor M. Vergara , Alvaro Ulloa , Vince D. Calhoun , David Boutte
NeuroImage 98 386 -394
37
2014
A Pilot Study on Collective Effects of 22q13.31 Deletions on Gray Matter Concentration in Schizophrenia
Jingyu Liu , Alvaro Ulloa , Nora Perrone-Bizzozero , Ronald Yeo
PLOS ONE 7 ( 12)
13
2012
Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data
Alexander Aliper , Sergey Plis , Artem Artemov , Alvaro Ulloa
Molecular Pharmaceutics 13 ( 7) 2524 -2530
407
2016
Generation of synthetic structural magnetic resonance images for deep learning pre-training
Eduardo Castro , Alvaro Ulloa , Sergey M. Plis , Jessica A. Turner
international symposium on biomedical imaging 1057 -1060
12
2015
Detecting volumetric changes in fMRI connectivity networks in schizophrenia patients.
Mohammad R. Arbabshirani , Marios S. Pattichis , Alvaro Ulloa , Vince D. Calhoun
international conference of the ieee engineering in medicine and biology society 2014 726 -729
2014
A quasi-local method for instantaneous frequency estimation with application to structural magnetic resonance images
Alvaro Ulloa , Paul Rodriguez , Jingyu Liu , Vince Calhoun
international conference of the ieee engineering in medicine and biology society 2014 1477 -1480
2014
Three-way parallel independent component analysis for imaging genetics using multi-objective optimization
Alvaro Ulloa , Jingyu Liu , Victor Vergara , Jiayu Chen
international conference of the ieee engineering in medicine and biology society 2014 6651 -6654
2014
Quantitative EEG Biomarkers for Mild Traumatic Brain Injury.
Jeffrey D. Lewine , Sergey Plis , Alvaro Ulloa , Christopher Williams
Journal of Clinical Neurophysiology 36 ( 4) 298 -305
49
2019
Synthetic structural magnetic resonance image generator improves deep learning prediction of schizophrenia
Alvaro Ulloa , Sergey Plis , Erik Erhardt , Vince Calhoun
international workshop on machine learning for signal processing 1 -6
16
2015