引用次数
引用: 1,614
H-指数: 14
I10-指数 : 17
出版物: 55
Machine Learning Significantly Improves Accuracy to Predict Survival Over the Seattle Heart Failure Model
Manar D Samad , Linyuan Jing , Alvaro E Ulloa Cerna , Dustin N Hartzel
Circulation 138 ( Suppl_1) A12513 -A12513
2018
Data Driven Phenotyping of Patients With Heart Failure using a Deep-learning Cluster Representation of Echocardiographic and Electronic Health Record Data
Alvaro E Ulloa Cerna , Gregory Wehner , Dustin N Hartzel , Christopher Haggerty
Circulation 136 ( suppl_1) A16708 -A16708
6
2017
Generalizability and quality control of deep learning-based 2D echocardiography segmentation models in a large clinical dataset
Xiaoyan Zhang , Alvaro E Ulloa Cerna , Joshua V Stough , Yida Chen
The International Journal of Cardiovascular Imaging 1 -13
5
2022
Deep Learning Prediction of New-Onset Atrial Fibrillation Using Echocardiography Videos
Alvaro E Ulloa Cerna , Sushravya Raghunath , David vanMaanen , Jeffrey Ruhl
Circulation 146 ( Suppl_1) A11000 -A11000
2022
Machine Learning-Based Classification of Echocardiographic Measurements Significantly Improves Accuracy in Predicting Mortality Over Standard Clinical Variables
Manar D Samad , Alvaro E Ulloa Cerna , Gregory J Wehner , Dustin N Hartzel
Circulation 136 ( suppl_1) A16757 -A16757
2017
Interpretable Neural Networks for Predicting Mortality Risk using Multi-modal Electronic Health Records.
Marios Pattichis , Brandon K. Fornwalt , Joshua V. Stough , Linyuan Jing
arXiv: Learning
5
2019
Deep-learning-assisted analysis of echocardiographic videos improves predictions of all-cause mortality.
Jonathan D. Suever , Marios S. Pattichis , Brandon K. Fornwalt , Gregory J. Wehner
Nature Biomedical Engineering 1 -9
1
2021
Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network
Sushravya Raghunath , Alvaro E. Ulloa Cerna , Linyuan Jing , David P. vanMaanen
Nature Medicine 26 ( 6) 886 -891
131
2020
A Machine Learning Approach to Management of Heart Failure Populations
Linyuan Jing , Alvaro E. Ulloa Cerna , Christopher W. Good , Nathan M. Sauers
Jacc-Heart Failure 8 ( 7) 578 -587
37
2020
Latent-Based Imputation of Laboratory Measures from Electronic Health Records: Case for Complex Diseases
Vida Abedi , Manu K Shivakumar , Pinyi Lu , Raquel Hontecillas
bioRxiv 275743
4
2018
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
4
2009
Large Scale Electronic Health Record Data and Echocardiography Video Analysis for Mortality Risk Prediction
Alvaro Emilio Ulloa Cerna ,
2019
Data Driven Sample Generator Model with Application to Classification
Alvaro Emilio Ulloa Cerna ,
2016
AM-FM Analysis of Structural and Functional Magnetic Resonance Images
Alvaro Emilio Ulloa Cerna ,
2013
Diseño y comparación de métodos para la detección automática de defectos en telas
Alvaro Emilio Ulloa Cerna ,
Pontificia Universidad Católica del Perú