82 citations · 201 across the 15 of their papers we have counts for
3 papers · 1 filter
Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning
Bosung Seo, Daniel Mariano, John Beckfield +6
The goal of this project is to use magnetic resonance imaging (MRI) data to provide an end-to-end analytics pipeline for left and right ventricle (LV and RV) segmentation. Another…
Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrastructure
Ilkay Altintas, Kyle Marcus, Isaac Nealey +7
The advances in data, computing and networking over the last two decades led to a shift in many application domains that includes machine learning on big data as a part of the scie…
Towards A Methodology and Framework for Workflow-Driven Team Science
Ilkay Altintas, Shweta Purawat, Daniel Crawl +2
Scientific workflows are powerful tools for management of scalable experiments, often composed of complex tasks running on distributed resources. Existing cyberinfrastructure provi…