Halcyon -- A Pathology Imaging and Feature analysis and Management System
This addresses data management challenges for pathology imaging researchers using deep-learning pipelines, though it appears incremental as a system implementation.
The authors developed Halcyon, a pathology imaging and feature management system based on W3C linked-data open standards, designed to scale for voluminous deep-learning feature pipelines and support multiple users with a web-based interface and API integration.
Halcyon is a new pathology imaging analysis and feature management system based on W3C linked-data open standards and is designed to scale to support the needs for the voluminous production of features from deep-learning feature pipelines. Halcyon can support multiple users with a web-based UX with access to all user data over a standards-based web API allowing for integration with other processes and software systems. Identity management and data security is also provided.