3 papers
cs.LG2018
A deep neural network to enhance prediction of 1-year mortality using echocardiographic videos of the heart
Alvaro Ulloa, Linyuan Jing, Christopher W Good +13
Predicting future clinical events helps physicians guide appropriate intervention. Machine learning has tremendous promise to assist physicians with predictions based on the discov…
cs.CV2018
Improving Classification Rate of Schizophrenia Using a Multimodal Multi-Layer Perceptron Model with Structural and Functional MR
Alvaro Ulloa, Sergey Plis, Vince Calhoun
The wide variety of brain imaging technologies allows us to exploit information inherent to different data modalities. The richness of multimodal datasets may increase predictive p…
q-bio.QM2018
An Unsupervised Homogenization Pipeline for Clustering Similar Patients using Electronic Health Record Data
Alvaro Ulloa, Anna Basile, Gregory J. Wehner +5
Electronic health records (EHR) contain a large variety of information on the clinical history of patients such as vital signs, demographics, diagnostic codes and imaging data. The…