TSGH Advances Smart Healthcare with Trinity
As Taiwan’s only military hospital classified as a medical center, Tri-Service General Hospital (TSGH) serves both military personnel and the general public. With four branches, three medical campuses, and multiple outpatient centers across the country, TSGH is not only a major healthcare provider but also a pioneer in medical innovation. It has established Taiwan’s first 5G medical pilot site through its AI and IoT Development Center, focusing on applications such as automated wound assessment using AI, real-time surgical consultation and education, and remote rehabilitation guidance.
In response to the growing need for smart healthcare transformation, TSGH has implemented the Trinity ETL and Trinity Metaman metadata management modules to enhance internal data integration and streamline operational workflows.
Despite the progress of smart healthcare in Taiwan, data integration remains a significant challenge. TSGH’s Chief Information Officer has publicly emphasized that workflow coordination, data privacy, and regulatory compliance are the three key pain points in healthcare digital transformation. Due to the highly sensitive nature of medical records, TSGH has opted for a private cloud architecture to safeguard patient data.
To address integration challenges within this framework, Trinity ETL enables TSGH to aggregate, split, and merge various data streams during transmission. By leveraging bulk loading into databases, Trinity facilitates high-performance, batch-oriented data ingestion—critical for the scale and complexity of medical data.
TSGH also adopted Trinity Metaman to build a centralized metadata management system that automatically links and contextualizes metadata. With its user-friendly filtering and querying interface, IT personnel can easily access complete data definitions. Combined with Trinity’s enterprise data quality management platform, internal data standards are enforced, allowing teams to develop systems that align with consistent, regulated definitions.
By strengthening metadata governance, TSGH gains a clearer understanding of data distribution and patterns—critical for identifying anomalies and mitigating potential risks early on.
Roy Lo, Associate Director overseeing the Trinity implementation, noted:
“TSGH holds a very high standard when it comes to data usage. In this case, Trinity Metaman’s ability to provide precise contextual linkage significantly improved development accuracy and delivery. It also made issue tracking and resolution much faster, ensuring higher-quality outcomes.”
TSGH has expressed high satisfaction with the impact of Trinity. The solution has laid the foundation for a unified data platform, enabling the consolidation and standardization of historical data across all branches into a single database. This, in turn, enhances the hospital’s capabilities in big data analytics and AI-driven healthcare innovations.
In response to the growing need for smart healthcare transformation, TSGH has implemented the Trinity ETL and Trinity Metaman metadata management modules to enhance internal data integration and streamline operational workflows.
Despite the progress of smart healthcare in Taiwan, data integration remains a significant challenge. TSGH’s Chief Information Officer has publicly emphasized that workflow coordination, data privacy, and regulatory compliance are the three key pain points in healthcare digital transformation. Due to the highly sensitive nature of medical records, TSGH has opted for a private cloud architecture to safeguard patient data.
To address integration challenges within this framework, Trinity ETL enables TSGH to aggregate, split, and merge various data streams during transmission. By leveraging bulk loading into databases, Trinity facilitates high-performance, batch-oriented data ingestion—critical for the scale and complexity of medical data.
TSGH also adopted Trinity Metaman to build a centralized metadata management system that automatically links and contextualizes metadata. With its user-friendly filtering and querying interface, IT personnel can easily access complete data definitions. Combined with Trinity’s enterprise data quality management platform, internal data standards are enforced, allowing teams to develop systems that align with consistent, regulated definitions.
By strengthening metadata governance, TSGH gains a clearer understanding of data distribution and patterns—critical for identifying anomalies and mitigating potential risks early on.
Roy Lo, Associate Director overseeing the Trinity implementation, noted:
“TSGH holds a very high standard when it comes to data usage. In this case, Trinity Metaman’s ability to provide precise contextual linkage significantly improved development accuracy and delivery. It also made issue tracking and resolution much faster, ensuring higher-quality outcomes.”
TSGH has expressed high satisfaction with the impact of Trinity. The solution has laid the foundation for a unified data platform, enabling the consolidation and standardization of historical data across all branches into a single database. This, in turn, enhances the hospital’s capabilities in big data analytics and AI-driven healthcare innovations.