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Aidoc and NVIDIA's guide to accelerate AI in healthcare

Vera Egli
Nov 1, 2024

Aidoc and NVIDIA develop guide to accelerate AI integration in healthcare

Clinical AI company Aidoc is working with NVIDIA on a new guide to accelerate the adoption and integration of artificial intelligence (AI) in healthcare. The guide, titled “BRIDGE” (Blueprint for Resilient Integration and Deployment of Guided Excellence), is scheduled for release in January 2025. The goal is to provide a vendor-neutral and evidence-based roadmap to make the implementation of AI in clinical workflows more efficient.

Challenges in AI integration

Although the number of FDA-approved AI tools is increasing, many healthcare systems are still struggling with implementation challenges. Fragmented processes, low operational efficiency, and difficulties in scaling new technologies are slowing down the use of AI in practice. The BRIDGE guide aims to address these issues by providing specific recommendations for scaling and interoperability of AI solutions.

According to Demetri Giannikopoulos, Chief Transformation Officer at Aidoc, the guide aims to overcome obstacles such as system fragmentation and a lack of scalability to enable a smoother adoption of AI in healthcare.

Key areas of focus for the BRIDGE guide

The BRIDGE guide will focus on four key areas:

  1. Standardized validation: Ensuring that AI tools are rigorously tested and fit for practical use.
  2. Interoperability: Enabling seamless integration of AI solutions from different providers.
  3. Scalable implementation: Providing a roadmap for efficient AI deployment across multiple sites.
  4. Continuous monitoring: Best practices for ensuring the long-term accuracy and effectiveness of AI after deployment.

The guide is aimed not only at healthcare institutions, but also at AI developers. It is designed to help organizations overcome practical challenges from development to implementation and scaling of AI solutions in different healthcare systems.

Practical approach through collaboration

The BRIDGE guideline is being developed in close collaboration with healthcare providers, academic partners and industry leaders. This cooperation is designed to ensure that the guideline addresses real-world challenges and provides a flexible solution for the introduction of AI. The guideline will draw on proven approaches from existing AI projects in the healthcare sector.

The BRIDGE guideline will be aligned with established industry frameworks such as MONAI. MONAI is a platform created in collaboration with scientists and leading companies, including NVIDIA, to provide essential tools for the development, validation and implementation of medical AI.

In addition, the BRIDGE guide will be aligned with the Coalition for Health AI (CHAI) initiatives, which focus on establishing a nationwide network of secure AI model laboratories.

Figure generated using AI

The way forward

Aidoc and NVIDIA believe that the BRIDGE guide can make a significant contribution to accelerating the integration of AI in healthcare. Tackling issues such as fragmentation and a lack of scalability could enable healthcare institutions to use AI efficiently, leading to a profound improvement in patient care.

The guide is to be published as an open-source document in January 2025 to encourage widespread use and further development. Collaboration with experts from the healthcare and AI industries is intended to ensure that the guide offers practical solutions that benefit both patients and medical staff.

Conclusion

With BRIDGE, Aidoc and NVIDIA aim to create a practical guide for the successful integration of AI in healthcare. The focus is on overcoming key obstacles such as scalability and interoperability to improve the efficiency and quality of patient care. By working with experts from the healthcare and technology industries, BRIDGE aims to provide a sustainable solution for the introduction of AI into clinical practice.

Sources:

https://www.healthcareitnews.com/news/aidoc-nvidia-intro-new-plan-speed-ai-adoption-healthcare

https://www.aidoc.com/about/news/aidoc-to-establish-guideline-to-accelerate-ai-adoption-in-healthcare-in-collaboration-with-nvidia/

https://www.aibase.com/news/12620

https://hitconsultant.net/2024/10/21/aidoc-and-nvidia-partner-to-develop-bridge-guideline-for-accelerated-ai-adoption-in-healthcare/

https://www.fiercehealthcare.com/ai-and-machine-learning/hlth24-nvidia-aidoc-collaborate-develop-guidelines-speed-ai-adoption#:~:text=One%20of%20the%20nation's%20largest,Guided%20Excellence%20for%20AI%20adoption.