Enolink
Enolink specializes in bridging healthcare data silos through its Enobase platform, enhancing medical insights and patient care while ensuring data security and privacy.
Company Overview
Enolink bridges healthcare data silos to generate medical insights and transform patient care. The company empowers teams across the healthcare sector to address real-world problems through the decentralized use of data and streamlined AI modeling. Enolink makes it possible for researchers and healthcare professionals to leverage advanced data science tools and infrastructures to enhance patient outcomes and improve operational efficiencies.
Products
Enolink offers the Enobase healthcare data science platform, which prioritizes patient privacy and data security. Enobase is a specialized programming environment designed for healthcare use cases and includes customizable integrations and machine learning tools. The platform features a cohort discovery tool that allows for the querying of datasets to uncover population-level statistics. Multi-endpoint analytics is also supported, ranging from simple queries to advanced AI/ML modeling. Additionally, Enobase offers support for federated learning, facilitating secure data training and model validation across multiple institutions.
Technical Infrastructure
Enolink's Enobase platform is built on an edge computing framework, enabling secure on-premises data processing for AI/ML model building. This approach maintains compliance and control over data while also supporting scalability to cloud services. The platform can be installed on the edge at data centers, providing a robust solution for data security and privacy. Furthermore, Enobase supports a federated learning and collaboration infrastructure, allowing for the training of models on large, heterogeneous datasets.
Research Capabilities and Collaboration
Enolink enables researchers to use the Enobase platform for faster experimentation cycles, external model validation, deployment, and continuous monitoring in real-world healthcare scenarios. The platform facilitates multi-center collaboration and federated learning, making it possible to securely train and validate models across institutions. These capabilities allow for enhanced research and development processes, leading to improved medical insights and patient care.
Locations
Enolink is headquartered in Cambridge, MA, with additional offices located in Gangnam-gu, Seoul. These strategic locations allow the company to serve a global clientele and foster collaboration across different regions. By maintaining a presence in key innovation hubs, Enolink is well-positioned to lead advancements in healthcare data science and AI applications.