One of the biggest frustrations across the board in healthcare and clinical research is poor quality data. High quality data is essential for clinical trials, as well as for improving healthcare for patients. But all too often, clinical researchers are faced with missing or incomplete data. This not only impedes the agility of the clinical research but also hinders patients from getting the right treatment.
The challenges are further compounded by the increasing complexity of the clinical trials and the regulatory hurdles, talent shortages, and keeping up with technology/innovation, including hybrid and decentralized trials, thus leading to multiple years to complete the trials, adding to the overall costs, poor data governance and siloed data across the business units.
Clinical trials are the backbone of medical progress, but their success hinges on accurate, comprehensive data. The tri-party solution built using the Denodo Platform, HCLTech’s clinical data management system, and AWS Cloud provides a breakthrough solution, thus enabling a unified approach to the clinical trial data. It breaks down the clinical data silos — the Denodo Platform creates a logical data consumption/access layer that isolates the consumers of data from the underlying data sources, thus simplifying data delivery. Now data scientists and clinical research teams in the organization can find, access, and share the information they need to improve decision making, data analytics, clinical research, business reporting and more.
The Denodo-HCLTech Clinical Trial Solution on AWS offers a centralized platform for all your clinical trial data via a logical data management approach, streamlines data integration and management, eliminating the issues that can derail the clinical trials. The physician-patient conversation is an important dimension of medicine, in which skilled and intentional communication drives diagnosis, management, empathy and trust. Artificial intelligence (AI) systems capable of such diagnostic dialogues could increase availability, accessibility, quality and consistency of care by being useful conversational partners to clinicians and patients alike. This is where the Denodo Platform’s ability to provide the foundational data for generative AI models acts as a driver for intelligent handling of data where clinicians usually use text, email, chat, or telemedicine.
Data Assets built by HCLTech using Denodo platform include the following objects:
- Virtual Data Model
- Pre-built data assets (base views, integrated views, associations, web services)
- Data catalog with Tags & Categories
- Governance Rules (RBAC)
Some of the top benefits include:
- Real-Time Data Integration: Effortlessly integrate diverse clinical data sources (such as Veeva clinical trial management data, Acurian patient recruitment and engagement, Medidata electronic data capture) in real-time, ensuring business insights and simplified data management.
- Faster Data Preparation: Reduce data preparation time by up to 67% compared to traditional ETL methods, allowing the research scientists to build their analytics models for faster insights.
- Centralized Data Governance and Security: helps with tackling the problems with PII and privacy issues, thus reducing any stress and possible delays.
- Denodo Platform’s integration with Amazon Bedrock establishes a GenAI-powered data foundation and accelerates data access via natural language querying, provides a self-service data platform for the clinical technicians.
See the reference architecture for Clinical Trials with the Denodo Platform on AWS.
The HCLTech-Denodo Data Management for Clinical Trials leverages state-of-the-art AWS infrastructure in an automated and scalable architecture to provide high-end analytics and exhibits a standalone performance. It exceeds the unassisted clinicians’ expectations to achieve better throughput and allows them to focus on what matters most — groundbreaking discoveries, thus leaving the data management to the tri-party solution and delivering the 10-K performance for clinical study.
You can find more information about the clinical and pharma solutions here Biotechnology and Pharma | Denodo. The solution is also available via the AWS Marketplace here.
Take control of your clinical trial data and unlock its true potential. Contact the HCLTech-Denodo teams today digitaltransformation@hcltech.com to discuss your specific data challenges and achieve groundbreaking results.
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- Unleash the Power of Generative AI and Denodo Platform to Deliver a Differentiated 10-K Performance with Clinical Trial Data - July 31, 2024
- Leveraging the Denodo Platform with Amazon Bedrock large language models (LLMs) to Build Intelligent Chatbots Using Enterprise Data - July 24, 2024
