Raul Uppot @RaulUppot

Thanks for inviting me to participate in this forum. Please contact me for any questions or if you want to collaborate. #RadAIchat #mgbmxr

T5. Most exciting applications: 1. In IR - Image overlay to help with biopsies and ablations 2. Generative AI can help create new VR training environments. Put on a headset and ask to learn how to do a liver ablation or TIPS #RadAIchat #mgbmxr

T4. We have developed modules that immerse trainees in an environment and allow them to practice all the steps necessary to perform Interventional Radiology procedures. #RadAIchat #mgbmxr

T4. Gross anatomy courses are being supplanted or even replaced with extended reality anatomy training which allows students to interact with anatomical structures in 3-D even when students and instructors are in separate physical locations. #RadAIchat #mgbmxr

T4. Yes we are using XR Technologies to enhance medical education and training. Applications currently exist to teach medical students human anatomy in great detail. #RadAIchat #mgbmxr

T3. wired.com/story/hey-surg… #RadAIchat #mgbmxr

T3. Generative AI can help with content creation. New immersive environments. #RadAIchat #mgbmxr

T2. 6. AI-Driven Content Generation AI can automatically generate content for AR/VR applications, such as 3D models or textures in VR games or environments, reducing development time and costs.

T2. Enhanced Human-Computer Interaction AI helps track and predict user behavior in AR/VR, which leads to more intuitive and immersive interactions, such as gesture recognition in AR, allowing users to control digital elements using natural hand movements. #RadAIchat #mgbmxr

T2. 4. Intelligent Simulations and Training AI enables more sophisticated simulations within VR environments, such as: • Training scenarios that adapt to user performance, giving personalized feedback or adjusting the difficulty level in real-time. #RadAIchat #mgbmxr

T2. 3. Personalized User Experiences AI can analyze user preferences, behaviors, and data to customize VR/AR experiences. #RadAIchat #mgbmxr

T2. 2. Natural Language Processing (NLP) for Voice Interaction AI-powered NLP enables users to interact with AR/VR environments using voice commands, making interactions more intuitive. #RadAIchat #mgbmxr

T2. How can AI can help? 1. Real-time Object and Scene Recognition AI can analyze the environment in real-time and recognize objects, people, and scenarios within the AR/VR space. #RadAIchat #mgbmxr

T2. How do these technologies fit into workflow - Encryption, HIPAA compliance, sterility, battery life, biomed safety is important. #RadAIchat #mgbmxr

T2. Costs are important - Although costs of headsets to view these experiences are coming down, cost to develop content is expensive. Who will pay for this content? For hardware/software for clinical care, will insurance cover costs of use? #RadAIchat #mgbmxr

T2. Medicine is a very evidence based field as with all drugs and devices, validation is very important. We need to show that these technologies bring value whether we are talking about medical education or its application for clinical care. #RadAIchat #mgbmxr

T2. As with all new technologies we hope to introduce into medicine, the challenges we face include: validation, costs, integrating into our current workflow. #RadAIchat #mgbmxr

T1. Even though many of you have never been to the MGH Ether Dome. You have been transported to the Ether dome while sitting at home. Historically, this was room where first surgery under Ether sedation was performed and revolutionized the field of surgery. #RadAIchat #mgbmxr

T1. Here is an example of immersive content you can experience. Download Youtube App, Put your phone on landscape mode and scan QR code below #RadAIchat #mgbmxr

vimeo.com/novaradcorp #RadAIchat #mgbmxr