Discovery Viewer (DV): Web-Based Medical AI Model Development Platform and Deployment Hub.

ABSTRACT: The rapid rise of artificial intelligence (AI) in medicine in the last few years highlights the importance of developing bigger and better systems for data and model sharing. However, the presence of Protected Health Information (PHI) in medical data poses a challenge when it comes to sharing. One potential solution to mitigate the risk of PHI breaches is to exclusively share pre-trained models developed using private datasets. Despite the availability of these pre-trained networks, there remains a need for an adaptable environment to test and fine-tune specific models tailored for clinical tasks. This environment should be open for peer testing, feedback, and continuous model refinement, allowing dynamic model updates that are especially important in the medical field, where diseases and

SUBMITTER: Fauveau V 

PROVIDER: S-EPMC10741011 | biostudies-literature | 2023 Dec

REPOSITORIES: biostudies-literature