LORIS: a web-based data management system for multi-center studies

Samir Das, Alex Zijdenbos, Jonathan Harlap, Dario Vins, Alan C. Evans

Frontiers in Neuroinformatics · 2012 · 176 citations · 10 references

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Concepts

TL;DR

LORIS is a modular, web‑based data management system that integrates heterogeneous data acquisition, storage, processing, and dissemination for multi‑center studies, providing a secure and user‑friendly platform to automate clinical trial workflows. The system uses a subject‑centric organization with extensive error‑checking, quality control, security, and administrative functions to enable continuous project coordination, data storage/cleaning/querying, and interfacing with external processing pipelines. After a decade of use in a multi‑center longitudinal project, LORIS has proven to be a complete solution now supporting numerous international neurodevelopment and neurodegeneration research projects.

Abstract

Longitudinal Online Research and Imaging System (LORIS) is a modular and extensible web-based data management system that integrates all aspects of a multi-center study: from heterogeneous data acquisition (imaging, clinical, behavior, and genetics) to storage, processing, and ultimately dissemination. It provides a secure, user-friendly, and streamlined platform to automate the flow of clinical trials and complex multi-center studies. A subject-centric internal organization allows researchers to capture and subsequently extract all information, longitudinal or cross-sectional, from any subset of the study cohort. Extensive error-checking and quality control procedures, security, data management, data querying, and administrative functions provide LORIS with a triple capability (1) continuous project coordination and monitoring of data acquisition (2) data storage/cleaning/querying, (3) interface with arbitrary external data processing "pipelines." LORIS is a complete solution that has been thoroughly tested through a full 10 year life cycle of a multi-center longitudinal project and is now supporting numerous international neurodevelopment and neurodegeneration research projects.

References

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