Large volumes of multimodal data will be made available for data-driven applications such as machine learning, augmented reality, intraoperative visualization and navigation, robotics, and other surgical technologies.
The flexibility of the Data Hubs will allow the high-performance computing network of the OR-X to be seamless integrated into the surgical room. This will open new possibilities for researchers from various fields to use the infrastructure efficiently.
After the successful test of the Data Hubs prototype in a multi-modal data stream in the OR-X, further steps are now planned. The work on the Data Collection Framework, in which the Data Hubs also plays a central role, will be implemented through larger third-party funded projects in the future.
The successful integration was achieved in cooperation with our partner institutions ZHAW, Zühlke, NVIDIA, Cisco, and Netcloud.