AppStore¶
The HeLx Appstore is the primary user experience component of the HeLx data science platform.
Domains¶
HeLx can be applied in many domains. It’s ability to empower researchers to leverage advanced analytical tools without installation or other infrastructure concerns has broad reaching benefits.
BRAIN-I
BRAIN-I investigators create large images of brain tissue which are then visualized and analyzed using a variety of tools which, architecturally, are not web applications but traditional desktop environments. These include image viewers like ImageJ and Napari. Appstore presents these kinds of workspaces using CloudTop, a Linux desktop with screen sharing software and adapters for presenting that interface via a web browser. CloudTop allows us to create HeLx apps for ImageJ, Napari, and other visualization tools. These tools would be time consuming, complex, and error prone, for researchers to install and would still require them to acquire the data. With CloudTop, the system can be run colocated with the data with no installation required.
SciDAS
The Scientific Data Analysis at Scale project brings large scale computational workflow for research to cloud and on premise computing. Using the appstore, users are able to launch Nextflow API, a web based user interface to the Nextflow workflow engine. Through that interface and associated tools, they are able to stage data into the system through a variety of protocols, execute Nextflow workflows such as the GPU accelerated KINC workflow. Appstore and associated infrastructure has run KINK on the Google Kubernetes Engine and is being installed on the Nautilus Optiputer.
BioData Catalyst
NHLBI BioData Catalyst is a cloud-based platform providing tools, applications, and workflows in secure workspaces. The RENCI team participating in the program uses HeLx as a development environment for new applications. It is the first host for the team’s DICOM medical imaging viewer. The system is designed to operate over 11TB of images in the cloud. We have created versions using the OrthaNC DICOM server at the persistence layer as well as the Google Health Dicom API service. HeLx also serves as the proving ground for concepts and demonstrations contributed to the BDC Apps and Tools Working Group. For more information, see the BioData Catalyst website.
Blackbalsam
Blackbalsam is an open source data science environment with an initial focus on COVID-and North Carolina. It also serves as an experimental space for ideas and prototypes, some of which will graduate into the core of HeLx. For more information, see the blackbalsam documentation.
ReCCAP
Coming soon.