ROBOT-assisted surgery is big business. Increasingly, surgeons are going into operating rooms equipped not just with their two hands but with robotic arms outfitted with miniature cameras, forceps, suturing tools, and other surgical instruments. Surgery can now be performed from across the room by someone seated at a computer console. Last year Intuitive Surgical, the leading manufacturer of surgical robot systems, shipped more than 900 units of its most popular model, the da Vinci, each priced at roughly $1.5 million. In 2018, the global market share for surgical robotics was $5.4 billion, and it’s predicted to leap above $24 billion by 2025.

And for good reason. Acting alone, surgeons can operate only on what their eyes can see, and basically the only way to see inside a patient is to cut them open. With surgical robots, tiny cameras and tools can be inserted through a small incision, a “keyhole,” to perform fiddly procedures with exquisite precision. The minimally invasive approach is meant to promote faster patient recovery times and reduce postoperative complications. It may also lessen the physical toll on the physician: Long hours in the operating room are less demanding when the surgeon works from a seated position.

With the mechanization and miniaturization of surgery, however, comes a side effect that has the capacity to add a completely new dimension to health care. Massive amounts of data detailing every snip, clamp, and stitch that takes place in the operating room could be made available for collection and analysis. Before robotic surgery “you had a surgeon who was operating, and nobody else knew what was going on in there,” explains Khurshid Guru, one of the earliest masters of surgical robotics. But what if everybody — medical trainees, hospital administrators, insurance companies, even the robots’ manufacturers — could follow along?

The da Vinci, the most popular surgical robot in use today, resembles an oversized, four-armed tarantula. In 2018, more than 1 million procedures were performed worldwide with the da Vinci, up from 136,000 in 2008. Roughly three in four of those procedures were performed in the U.S.

As with other surgical robots, video and movements from the da Vinci can be recorded. On its face, that data could become a valuable training tool, with apprentices receiving detailed feedback about their performance in the operating room. In an article published in 2017, researchers were able to analyze a robot’s movements during a suture or other discrete task to tell whether it was controlled by a “novice” or “experienced” robot surgeon. Guru, who leads the robotic surgery group at Roswell Park Comprehensive Cancer Center, has even monitored the surgeons’ brain activity, assessing the focus and stress levels of novices and experts.

But how much data is too much? The American health care system is already subject to seemingly unending measurement. The National Quality Measures Clearinghouse, a database maintained by the U.S. Department of Health and Human Services, lists more than 2,500 metrics that can be used by insurers, government agencies, and other groups to assess the performance of health care providers. An American College of Physicians committee recently studied a subset of those measures and concluded that only 37 percent of them were valid and meaningful indicators of physician performance. Robot surgery data could end up adding more noise than clarity.

It could also add considerable emotional stress to an already-stressful profession. A report this year from the Massachusetts Medical Society, Massachusetts Health and Hospital Association, and Harvard University cited survey results suggesting that 78 percent of U.S. physicians experience burnout, a crisis the authors attributed to “a ‘collision of norms’ between a historical investment in physician professional autonomy and a new era of measurement and accountability targeting quality, errors, inequities, and soaring costs.”

The act of collecting and analyzing data about a surgeon’s every move could put the surgeon under intense, protracted scrutiny. The numbers and rankings that a student earns during their surgical training could plausibly follow them throughout their career. What if administrators decide that a young medical student’s cognitive activity makes them unsuitable for a surgical career? What if they review a doctor’s careful performance and deem it — by algorithmic virtue — to be “inefficient”?

Almost certainly, the data will be used to try to improve surgical outcomes. To date, studies on surgical robot performance have been focused on small groups of trainees, but researchers want to expand their scale. One could imagine that, over several years, the surgical skills of an entire urology department could be assessed, with specific hand movements tracked against patient outcomes.

The temptation will be to use that data to hone in on the “perfect surgery.” But who would decide which metrics to prioritize? An under-staffed hospital might push its doctors toward faster surgery times at the expense of patient recovery times. Insurance companies, poised to start using the data to decide individual hospital reimbursement rates, will likely have their own priorities.

Guru thinks certification organizations like the American Board of Surgeons should hold responsibility for regulating robotic surgery data, and for prioritizing performance outcomes. The first universal priority should be causing “no harm to the patients,” he says, followed by improving patient outcomes.

Jim Torresen, professor and head of the Robotics and Intelligent Systems research group at the University of Oslo, sees the issue through a slightly different lens. “People have described the latest developments in artificial intelligence as ‘a tsunami of progress,’” he says, “but I think the same could not be said of robotic surgery, where the progress is in small incremental steps.”

Torresen expressed concern about the effects of overregulation. Researchers in the U.S. and Europe using data from robot-assisted surgeries already have to follow strict patient privacy protocols. Torresen thinks this is slowing down the speed of robot-surgery research and limiting collaborations. He believes most patients would be amenable to sharing more of their data, if they felt it would help themselves and others.

Robotic surgery is the future. Electronic data collection is the future. To be sure, some data generated by robot-assisted surgeries will benefit patient and physician alike. Patients have a right to hold medical institutions to account and to know whether they risk greater surgical complications at a particular hospital — or with a particular doctor — before they go under the knife. Recording every detail of a surgical procedure may also offer surgeons protection against patient litigation.

When it comes to data, however, more isn’t always better. Added information doesn’t always confer added wisdom. We now have to decide: Just because we can measure something, does it mean that we should?

Claire Jarvis is a scientific and technical writer covering the interface of chemistry, biology and medicine. Her writing has appeared in Chemistry World and The Open Notebook. She can be found on Twitter (@StAndrewslynx).

This article was originally published on Undark. Read the original article.

4 thoughts on “Robots are surging in popularity. So will their data

  1. Suryansh says:

    The data collected from the RAS should be used for training the robot not evaluating the surgeons qualifications.

    If the data collected can improve overall patient health outcome, then it’s just fine. If the data is used to only make the profit by compromising the patient’s health and putting extra pressure on surgeon, then it’s wrong.

    So need to justify the use of that data and RAS will be a great revolution in surgery.

  2. Samuel Baker says:

    Unfortunately this article fails to inform the reader of one very important point about expensive robotic surgery. There has never been any randomized controlled trial evidence for any surgical operation that robotic surgery is superior in outcome compared with a well trained experienced surgeon. In the early to mid 2000s it became a marketing tool for surgeons and hospitals around the world and any proper scientific validation of its efficacy and cost-benefit was ignored.

  3. Anonymous says:

    Is there such a thing as a robotic assistant doctor or lay helper/mechanic. If so, what is their training etc?

    Cheers Dr Roger BURGESS

  4. Ian Hargreaves says:

    Much like the proverbial serum rhubarb, there are physical performance data which are of dubious significance. The length of the bowler’s runup, the fidgetiness of the batsman between balls, whether the slips fielder chews gum. Yesterday watching the Tasmanian Symphony Orchestra from the front row gave a superb view of the violinists’ fingers. Most held the bow with the little finger fully extended, some in flexion, a minority in hyperextension. There was no discernible difference in timing or pitch.

    The slower knot-tier, like the slower driver, may be more safely meticulous or just dangerously scared and hesitant. The surgeon who boldly cuts may be supremely skilled or as risky as the driver who enters the roundabout at full speed without looking.

    Where the data come into their own is matching operative and outcome variables. The Da Vinci robot has done over 5 million prostatectomies worldwide, far beyond any entire unit let alone an individual human. Which movements correlate with lowest risks of impotence? Which diathermy setting is associated with complete oncological resection?

    Then the ultimate question, is the human of any advantage, or can the robot be programmed (or learn for itself) to use the safest tools, the most graceful cuts, the perfect balance of resection and preservation?

    When surgical results are reliably reproducible, the informed consent process can be customised – do you want a 7% risk of impotence and a 5% recurrence risk, or a 50% impotence risk and 0% recurrence? A 20% incontinence risk or a 6% metastasis risk? Or maybe your for-profit health insurer will offer you a 60% cure rate with Bronze, 80% with Silver, and 97% with their Gold cover?

    One thing is certain: at the turn of the next century, the notion of a human cutting you open will be as old fashioned as turning a crank-handle to start your car.

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