2 Sources
[1]
Humanoid robots in the operating room could address surgery delays and staff shortages
As waiting rooms fill up, doctors get increasingly burned out, and surgeries take longer to schedule and more get canceled, humanoid surgical robots offer a solution. That's the argument that UC San Diego robotics expert Michael Yip makes in a perspective piece in Science Robotics. Today's surgical robots are costly pieces of equipment designed for specialized tasks and can only be operated by highly trained physicians. However, this model doesn't scale. Despite the drastic improvements in artificial intelligence and autonomy for industrial and humanoid robots in the past year, these improvements haven't translated to surgical robots. The scale of data required to train a truly capable artificial intelligence to perform surgery with today's robots would be too labor-intensive and cost-prohibitive, especially on existing platforms and with current practitioners. Building datasets based on medical procedures also raises privacy issues. But what if all the training data used by industrial humanoid robots could be made useful for training robots to perform medical procedures? This would be a game-changer, writes Yip, a professor in the UC San Diego Department of Electrical and Computer Engineering. The simplest way is to give arms and multi-fingered hands to our surgical robots, similar to the trend seen in industrial robots. Not only would this produce a new class of robots in the operating room -- it would allow those robots to take full advantage of the AI foundation models that have been accelerating the capability of industrial robots, learning new skills and assisting in a large variety of tasks. For example, a humanoid robot could help by holding an ultrasound probe or an endoscopic camera for the surgeon during a procedure, or help as a scrub nurse handing off instruments while maintaining a sterile field. These types of assistance are critical and currently performed by other surgeons or nurses, which takes them away from helping other patients and can be physically draining. As a result, robots for these low-risk, common, time-consuming, and physically draining tasks would be hugely beneficial. But one can't justify purchasing special-purpose robots for every new task. A general-purpose humanoid form factor makes the most sense in the long run in this regard as well, writes Yip. Ultimately, as humanoid robots in industry build stronger AI foundation models, becoming more skilled at many tasks, and so too will humanoid robots participating in surgery in the operating room. Though not anytime in the near future, the promise is that one day, these robots will be a critical technology for addressing the skilled health care labor shortage challenges facing patients, doctors, and nurses around the world, Yip writes. Yip lays out his argument in more detail in an upcoming paper, currently in preprint: "Humanoids in Hospitals: A Technical Study of Humanoid Surrogates for Dexterous Medical Interventions."
[2]
The Robot Will See You Now | Newswise
Surgie, a humanoid medical robot, is about to give an ultrasound to a patient. Newswise -- As waiting rooms fill up, doctors get increasingly burnt out, and surgeries take longer to schedule and more get cancelled, humanoid surgical robots offer a solution. That's the argument that UC San Diego robotics expert Michael Yip makes in a perspective piece out July 9 in Science Robotics. Why? Today's surgical robots are costly pieces of equipment designed for specialized tasks and can only be operated by highly trained physicians. However, this model doesn't scale. Despite the drastic improvements in artificial intelligence and autonomy for industrial and humanoid robots in the past year, these improvements haven't translated to surgical robots. The scale of data required to train a truly capable artificial intelligence to perform surgery with today's robots would be too labor-intensive and cost-prohibitive, especially on existing platforms and with current practitioners. Building datasets based on medical procedures also raises privacy issues. But what if all the training data used by industrial humanoid robots could be made useful for training robots to perform medical procedures? This would be a game-changer, writes Yip, a professor in the UC San Diego Department of Electrical and Computer Engineering. The simplest way is to give arms and multi-fingered hands to our surgical robots, similar to the trend seen in industrial robots. Not only would this produce a new class of robots in the operating room-it would allow those robots to take full advantage of the AI foundation models that have been accelerating the capability of industrial robots learning new skills and assisting in a large variety of tasks. For example, a humanoid robot could help by holding an ultrasound probe or an endoscopic camera for the surgeon during a procedure, or help as a scrub nurse handing off instruments while maintaining a sterile field. These types of assistance are critical and currently performed by other surgeons or nurses, which take them away from helping other patients and can be physically draining. As a result, robots for these low-risk, common, time-consuming, and physically draining tasks would be hugely beneficial. But one can't justify purchasing special-purpose robots for every new task. A general-purpose humanoid form factor makes the most sense in the long run in this regard as well, writes Yip. Ultimately, as humanoid robots in industry build stronger AI foundation models, becoming more skilled at many tasks, and so too will humanoid robots participating in surgery in the operating room. Though not anytime in the near future, the promise is that one day, these robots will be a critical technology to addressing the skilled health care labor shortage challenges facing patients, doctors, and nurses around the world, Yip writes. Yip lays out his argument in more detail in an upcoming paper, currently in preprint: Humanoids in Hospitals: A Technical Study of Humanoid Surrogates for Dexterous Medical Interventions The robot will see you now: Foundation models are the path forward for autonomous robotic surgery Michael Yip, Department of Electrical and Computer Engineering, University of California San Diego
Share
Copy Link
UC San Diego robotics expert Michael Yip proposes using humanoid robots in operating rooms to address surgery delays and staff shortages. This approach could leverage AI foundation models from industrial robotics to assist in medical procedures.
In a groundbreaking perspective piece published in Science Robotics, UC San Diego robotics expert Michael Yip proposes a novel solution to the growing challenges of surgery delays and staff shortages in healthcare: humanoid robots in operating rooms 1.
Today's surgical robots are specialized, expensive machines that require operation by highly trained physicians. This model, according to Yip, doesn't scale well to address the increasing demands on healthcare systems. Despite significant advancements in artificial intelligence (AI) and autonomy for industrial and humanoid robots, these improvements haven't translated to surgical robots 2.
Source: Tech Xplore
Yip argues that leveraging AI foundation models from industrial robotics could be a game-changer for medical procedures. By giving surgical robots arms and multi-fingered hands similar to industrial robots, a new class of robots could emerge in operating rooms. These robots could take full advantage of AI foundation models that have been accelerating the capabilities of industrial robots, learning new skills and assisting in a variety of tasks 1.
Humanoid robots could assist in various ways during medical procedures:
These applications could free up human medical staff to focus on more critical patient care tasks, potentially addressing the skilled healthcare labor shortage 2.
Yip contends that a general-purpose humanoid form factor makes the most sense in the long run. While specialized robots for every task would be impractical and costly, humanoid robots could adapt to various roles in the operating room. As these robots build stronger AI foundation models in industry, their skills in medical settings would also improve 1.
While the potential benefits are significant, Yip acknowledges that widespread implementation is not imminent. Challenges include:
However, Yip believes that in the future, these robots could become a critical technology in addressing healthcare labor shortages worldwide 2.
Yip is expanding on his arguments in an upcoming paper titled "Humanoids in Hospitals: A Technical Study of Humanoid Surrogates for Dexterous Medical Interventions." This research aims to provide a more detailed exploration of the potential for humanoid robots in healthcare settings 1 2.
Databricks raises $1 billion in a new funding round, valuing the company at over $100 billion. The data analytics firm plans to invest in AI database technology and an AI agent platform, positioning itself for growth in the evolving AI market.
11 Sources
Business
14 hrs ago
11 Sources
Business
14 hrs ago
SoftBank makes a significant $2 billion investment in Intel, boosting the chipmaker's efforts to regain its competitive edge in the AI semiconductor market.
22 Sources
Business
22 hrs ago
22 Sources
Business
22 hrs ago
OpenAI introduces ChatGPT Go, a new subscription plan priced at ₹399 ($4.60) per month exclusively for Indian users, offering enhanced features and affordability to capture a larger market share.
15 Sources
Technology
22 hrs ago
15 Sources
Technology
22 hrs ago
Microsoft introduces a new AI-powered 'COPILOT' function in Excel, allowing users to perform complex data analysis and content generation using natural language prompts within spreadsheet cells.
8 Sources
Technology
14 hrs ago
8 Sources
Technology
14 hrs ago
Adobe launches Acrobat Studio, integrating AI assistants and PDF Spaces to transform document management and collaboration, marking a significant evolution in PDF technology.
10 Sources
Technology
13 hrs ago
10 Sources
Technology
13 hrs ago