Next Unicorns: Making surgeons bionic via computer vision & AI with Proprio’s Gabriel Jones | E1790

TL;DR

Proprio utilizes real-time computer vision in robotic surgery to enhance precision and outcomes.

Transcript

the data is actually the most important piece here because you get very detailed information and measurements about the performance of the surgery from the plan and the diagnosis from the Imaging before the surgery was ever done through the entire surgery and through the outcome so this is the first time in history that anybody any company has been... Read More

Key Insights

• ⌛ Real-time computer vision and robotic surgery create a transformative approach to surgical precision.
• 🛄 Proprio's technology aims to improve patient outcomes while reducing surgical errors and enhancing efficiency.
• ⌛ Adoption of real-time 3D volumetric imaging can address the surgeon shortage crisis by maximizing surgeon performance and training opportunities.
• 🥹 The synergy of AI and longitudinal proprietary surgical data holds the potential to revolutionize surgical practices and drive continuous improvements.
• ⌛ Unity engineering expertise is crucial for leveraging Proprio's real-time visualization capabilities and expanding future applications.
• 📡 Proprio's innovative approach to surgical simulations and AI integration signals a major advancement in healthcare technology.
• 🫀 Proprio's platform offers precise anatomical guidance, enabling surgeons to perform surgeries more effectively and with greater accuracy.

Questions & Answers

Q: How does Proprio's technology revolutionize surgical planning and outcomes?

Proprio's real-time computer vision technology offers detailed 3D imaging guidance during surgeries, empowering surgeons to achieve unparalleled precision and improve patient outcomes significantly.

Q: What is the significance of real-time 3D volumetric imaging in robotic surgery?

Real-time 3D volumetric imaging provides surgeons with live, detailed anatomical information, enhancing decision-making, accuracy, and overall surgical performance, leading to superior outcomes for patients.

Q: How does Proprio's technology address the surgeon shortage crisis in the medical field?

By enhancing surgeon effectiveness and efficiency, Proprio's technology aims to mitigate the shortage by enabling current surgeons to perform optimally, achieving the standard of care more consistently with improved precision.

Q: What role does AI play in leveraging the longitudinal proprietary surgical data captured by Proprio's system?

AI algorithms can analyze vast amounts of surgical data to identify patterns, optimize techniques, and improve surgical outcomes over time, unlocking new levels of insights and enhancing the overall quality of care.

Summary

In this video, Gabriel Jones from Proprio demonstrates how real-time computer vision is being used in robotics surgery. They have developed a system called Paradigm that utilizes real-time 3D volumetric imaging to provide surgeons with accurate and live information during surgeries. This technology aims to improve surgical outcomes, reduce errors, and enhance the training of surgeons. The data collected from surgeries can also be used to train AI models and improve the overall quality and cost-effectiveness of healthcare.

Questions & Answers

Q: What is Proprio and what are you building?

Proprio is a company that has developed a system called Paradigm, which uses real-time computer vision to provide surgeons with accurate and live information during surgeries. They are building a platform that aims to improve surgical outcomes, reduce errors, and enhance the training of surgeons.

Q: How does the Paradigm system work?

The Paradigm system uses an array of sensors to capture real-time 3D volumetric imaging of the patient's anatomy during surgery. This data is then processed and rendered live, allowing surgeons to interact with the 3D model and make more accurate decisions during the procedure.

Q: How does this technology improve surgical outcomes?

By providing surgeons with real-time and accurate information, the Paradigm system helps them make more precise and informed decisions during surgeries. This can lead to improved surgical outcomes, reduced errors, and better overall patient care.

Q: What are the benefits of using real-time computer vision in surgery?

Real-time computer vision allows surgeons to see inside the patient's body in real time and make more accurate assessments of the anatomy and the surgical procedure. This technology provides a level of precision and detail that traditional imaging methods cannot achieve, leading to improved surgical outcomes and patient care.

Q: How does this technology impact surgeon training?

The Paradigm system provides surgeons with a wealth of data and real-time guidance during surgeries. This data can be used to train AI models and create virtual training scenarios, allowing surgeons to improve their skills and knowledge without the need for extensive on-the-job training. This has the potential to accelerate learning and make training more accessible to a larger number of surgeons.

Q: Can this technology be used for remote surgeries?

Yes, remote surgeries are already occurring to some extent. With the use of robotics and real-time computer vision, surgeons can perform surgeries from a remote location while having access to live imaging and guidance. However, there are still technical limitations and the preference for having the surgeon physically present in the operating room for certain procedures.

Q: How does this technology impact the medical device industry?

The Paradigm system and similar technologies have the potential to disrupt the medical device industry. Rather than focusing solely on selling expensive capital equipment or implants, companies like Proprio can shift towards providing data-driven solutions that improve the quality of care and reduce costs. This opens up new opportunities for monetizing data and making healthcare more accessible and affordable.

Q: How much data is captured during a surgery and what can be done with it?

The Paradigm system captures about 250 gigabytes of data per hour of surgery. This data includes detailed information and measurements about the surgery, from the initial diagnosis and planning stages to the actual procedure and the outcome. The data can be used to analyze and improve surgical performance, train AI models, and provide valuable insights for research and development.

Q: Will this technology replace human surgeons?

While the ultimate goal is to continuously improve surgical techniques and outcomes, it is unlikely that this technology will completely replace human surgeons. The preference for having a human surgeon present in the operating room and the complexity of certain surgical procedures make it necessary to have both human expertise and advanced technological support.

Q: What other types of surgeries can benefit from this technology?

Currently, the focus of Proprio is on spine surgeries, as they pose significant challenges and have a large market. However, the technology can also be applied to other types of surgeries, such as cranial surgeries, where real-time imaging and navigation are crucial. As the technology continues to advance, it has the potential to benefit a wide range of surgical procedures.

Takeaways

The real-time computer vision technology developed by Proprio, called Paradigm, has the potential to revolutionize the field of robotics surgery. By providing surgeons with live and accurate information during surgeries, this technology can greatly improve surgical outcomes, reduce errors, and enhance surgeon training. The data collected from surgeries can also be used to train AI models and drive down the cost of care. While remote surgeries are already possible to some extent, the preference for having a human surgeon present in the operating room is still strong. However, the future possibility of remote surgeries using advanced robotics and computer vision technologies is an exciting prospect.

Summary & Key Takeaways

• Proprio's innovative real-time surgical simulations use computer vision to revolutionize surgeries.

• The technology enables live 3D imaging to guide surgeons, achieving unprecedented precision.

• Proprio aims to transform the surgical landscape, reducing errors and enhancing patient outcomes.