Should Computers Replace Physicians?

In 2012, at the Health Innovation Summit in San Francisco, Vinod Khosla, Sun Microsystems co-founder and venture capitalist, declared: “Health care is like witchcraft and just based on
tradition.” Biased and fallible physicians, he continued, don’t use enough science or data — and thus machines will someday rightly replace 80 percent of doctors. Earlier that same year, Khosla had penned an article for TechCrunch in which he had made a similar point.
With the capacity to store and analyze every single biological detail, computers would soon outperform human doctors. He writes, “there are three thousand or more metabolic pathways, I was once told, in the human body and they
impact each other in very complex ways. These tasks are perfect for a computer to model as ‘systems biology’ researchers are trying to do.” In Khosla’s
vision of the future, by around 2022 he expects he will “be able to ask Siri’s great great grandchild (Version 9.0?) for an opinion far more accurate than the one I get
today from the average physician.” In May 2014,

Khosla reiterated his assertion that computers will replace most doctors
. “Humans are not good when 500 variables affect a disease. We can handle three to five to seven, maybe,” he said. “We are guided too much by opinions, not by
statistical science.”

The dream of replacing doctors with advanced artificial intelligence is unsurprising, as talk of robots replacing human workers in various fields — from eldercare to taxi driving — has become common. But is Vinod Khosla right about medicine? Will we soon
walk into clinics and be seen by robot diagnosticians who will cull our health information, evaluate our symptoms, and prescribe a treatment? Whether or not the technology will exist is difficult to predict, but we are certainly on our way there. The IBM
supercomputer Watson is already being used in some hospitals to help diagnose cancer and recommend treatment, which it does by sifting through millions of patient records and producing treatment options based on previous outcomes. Analysts at Memorial Sloan Kettering Cancer Center are training Watson “to extract and interpret
physician notes, lab results, and clinical research.” All this is awe-inspiring. Let us generously assume, then, for a moment, that the technology for Khosla’s future will be
available and that all knowledge about and treatment options for medical problems will be readily analyzable by a computer within the next decade or so. If this is the future, why
shouldn’t physicians be replaced?

There are several errors in Khosla’s way of thinking about this issue. First of all, modern health care is not “like witchcraft.” Academic
physicians, for example, use evidence-based medicine whenever it is available.
And when it isn’t, then they try to reason through a problem using what biologists know about disease presentation, physiology, and pharmacology.

Moreover, Khosla mischaracterizes the doctor-patient interaction. For Khosla, a visit to the doctor involves “friendly banter” and questions about symptoms. The
doctor then assesses these symptoms, “hunts around … for clues as to their source, provides the diagnosis, writes a prescription, and sends you off.” In Khosla’s estimation the entire
visit “should take no more than 15 minutes and usually takes probably less than that.” But the kind of visit Khosla writes about is an urgent care visit wherein quick and minor issues are addressed: strep throat or a small laceration requiring a
stitch or two. Yes, these visits can take fifteen minutes, but so much of medicine does not involve these brief interactions. Consider the diabetic
patient who has poorly controlled blood sugars, putting her at risk for stroke, heart attack, peripheral nerve destruction, and kidney failure, but who hasn’t
been taking her medications. Or consider a patient addicted to cigarettes or on the verge of alcoholism. Consider the patient with Parkinson’s disease who wonders how this new diagnosis
will affect his life. And what about the worried parents who want antibiotics for their child even though their child has a viral infection and not a
bacterial infection? I can go on and on with scenarios like these, which occur hourly, if not daily, in nearly every medical specialty. In fact,
fifteen-minute visits are the exception to the kind of medicine most physicians need to practice. One cannot convince an alcoholic to give up alcohol, get
a diabetic patient to take her medications, or teach a Spanish-speaking patient to take his pills correctly in fifteen minutes. In addition, all this is impossible without “friendly banter.”

As Dr. Danielle Ofri, an associate professor of medicine at the New York University School of Medicine,

wrote in a New York Times blog post, compliance with blood pressure medications or diabetic medications is extremely difficult, involving multiple factors:

Besides obtaining five prescriptions and getting to the pharmacy to fill them (and that’s assuming no hassles with the insurance company, and that the
patient actually has insurance), the patient would also be expected to cut down on salt and fat at each meal, exercise three or four times per week, make
it to doctors’ appointments, get blood tests before each appointment, check blood sugar, get flu shots — on top of remembering to take the morning pills
and then the evening pills each and every day.

Added up, that’s more than 3,000 behaviors to attend to, each year, to be truly adherent to all of the
doctor’s recommendations.

Because of the difficulties involved in getting a patient to comply with a complex treatment plan, Dr. John Steiner argues in an article in the Annals of Internal Medicine that in
order to be effective we must address individual, social, and environmental factors:

Counseling with a trusted clinician needs to be complemented by outreach interventions and removal of structural and organizational barriers. …[F]ront-line clinicians, interdisciplinary teams, organizational leaders, and policymakers will need to coordinate efforts in
ways that exemplify the underlying principles of health care reform.

Therefore, the interaction between physician and patient cannot be dispensed with in fifteen minutes. No, the relationship involves, at minimum, a
negotiation between what the doctor thinks is right and what the patient is capable of and wants. To use the example of the diabetic patient, perhaps the
first step is to get the patient to give up soda for water, which will help lower blood sugars, or to start walking instead of driving, or taking the
stairs instead of the elevator. We make small suggestions and patients make small compromises in order to change for the better — a negotiation that helps
patients improve in a way that is admittedly slow, but necessarily slow. This requires the kind of give-and-take that we naturally have in relationships with other people, but not with computers.

This kind of interaction also necessitates trust — trust regarding illicit drugs, alcohol, tobacco, and sexual activity, all of which can contribute to or
cause certain medical problems. And a computer may ask the questions but cannot earn a patient’s confidence. After all, these kinds of secrets can only be
exchanged between two human beings. David Eagleman, a neuroscientist at the Baylor College of Medicine, writes in his book Incognito that when we reveal a secret, we almost always feel that “the receiver of the secrets
has to be human.” He wonders why, for example, “telling a wall, a lizard or a goat your secrets is much less satisfying.” As patients, we long for that human reception
and understanding that a physician can provide and use to our advantage in coming up with a diagnosis.

Khosla neglects other elements of medical care, too. Implicit in his comments is the idea that the
patient is a consumer and the doctor a salesman. In this setting, the patient buys health in the same way that he or she buys corn on the cob. One doesn’t need friendly banter or a packet of paperwork to get the best corn, only a short visit to the
grocery store.

And yet, issues of health are far more serious than buying produce. Let’s take the example of a mother who brings her child in for ADHD medication, a
scenario I’ve seen multiple times. “My child has ADHD,” she says. “He needs Ritalin to help his symptoms.” In a consumer-provider scenario, the doctor gives the
mother Ritalin. This is what she wants; she is paying for the visit; the customer is king. But someone must explain to the mother what ADHD
is and whether her child actually has this disorder. There must be a conversation about the diagnosis, the medication, and its side effects, because the consequences of these are lifelong. Machines would have to be more than just clerks. In many instances, they would have to convince the parent that, perhaps, her child does not have
ADHD; that she should hold off on medications and schedule a follow-up to see how the child is doing. Because the exchange of goods in
medicine is so unique, consequential, and rife with emotion, it is not just a consumer-cashier relationship. Thus computers, no matter how
efficient, are ill-fitted to this task.

Khosla also misunderstands certain treatments, which are directly based on human interactions. Take psychiatry for example. We know that

cognitive behavioral therapy and medication combined are the best treatment for a disease like depression
. And cognitive behavioral therapy has at its core the relationship between the
psychiatrist or therapist and the patient, who together work through a depressed patient’s illness during therapy sessions. In cognitive behavioral therapy, private
aspects of life are discussed and comfort is offered — human expressions and emotions are critical for this mode of treatment.

To be sure, Khosla is right about quite a lot. Yes, technology ought to make certain aspects of the patient visit more efficient. Our vital signs may one day easily be taken with the help of our mobile phones, as he suggests, which
would save time checking in to a clinic and could help give physicians constant and accurate measurements of blood pressure in hypertensive patients or EKG
recordings in patients with heart disease. Technology of this sort could also indicate when an emergency is happening or how a patient ought to alter medication
Furthermore, Khosla correctly identifies some of the limitations of human physicians: “We cannot expect our doctor to be able to remember everything from medical
school twenty years ago or memorize the whole Physicians Desk Reference (PDR) and to know everything from the latest research, and so on and so forth.”
True, the amount of information accumulated by modern medical research is beyond the capability of any human being to know, and doctors do make mistakes because they forget or are not up on the latest research. In a 2002 study in the Journal of Neurology, Neurosurgery and Psychiatry, investigators found that 15 percent of patients with a diagnosis of Parkinson’s disease do not
necessarily fulfill criteria for the disease and 20 percent of patients with Parkinson’s disease who have already seen medical providers have not been diagnosed.
These are large percentages that have profound implications for people’s lives. And this is exactly why physicians must use technologies like Watson to do a
better job, not necessarily abdicate the job altogether. Most of us already carry smartphones or tablets on rounds, to look up disease processes or confirm
our choice of antibiotic.
Lastly, Khosla wisely points out that physician bias can negatively affect a patient’s treatment. As he writes, “a physician’s bias makes all these
personal decisions for patients in a majority of the cases without the patient (or sometimes even the physician) realizing what ‘preferences’ are being
incorporated into their recommendations. The situation gets worse the less educated or economically less well-off the patient is, such as in developing
countries, in my estimation.” Undoubtedly, this dilemma is real. I have spent many of my posts on this blog writing about the issue of remaining unbiased or level-headed in the face of difficult patient interactions.
study published in Obesity in 2013 found that physicians “demonstrated less emotional rapport with overweight and obese patients … than for normal weight patients,” which may
“weaken the patient-physician relationship, diminish patients’ adherence to recommendations, and decrease the effectiveness of behavior change counseling.”

as Tara Parker-Pope remarks in the New York Times
, “studies show that patients are far more likely to follow a doctor’s advice and to have a better health outcome when they believe their doctor empathizes
with their plight.” If bias exists in lieu of empathy, it makes sense that patients have worse outcomes. What makes doctors most valuable,
their humanity, can have negative consequences.
But people can learn from studies, alter their behavior, and remain human. Computers or robots can learn from studies and alter their behavior, but they will
always be robots. They will never earn the trust of the chronically ill drug addict. They will never be able to negotiate with the most difficult patients
who demand specific treatments but may not be entirely sure why. An ideal system would not be one built solely on fallible human doctors but one
in which new tools significantly augment human physicians’ skill and knowledge. A measured combination of these will put all the information at a doctor’s
fingertips while keeping the art of medicine alive.

Physicians in Wartime

“Here is a hand-to-hand struggle in all its horror and frightfulness,” wrote Henri Dunant, a nineteenth-century international activist,
in his book A Memory of Solferino. The book concerns the Battle of Solferino in June of 1859 between the Austrians and the French. Dunant describes
the combatants “trampling each other under foot, killing one another on piles of bleeding corpses, felling their enemies with their rifle butts, crushing
skulls, ripping bellies open with sabre and bayonet.”

An 1897 illustration depicting ambulance corps from
Russia (left) and England (right).
Image via Shutterstock

But amidst these horrors, Dunant gives us at least some hope in the form of the field hospitals. As a volunteer there, he points out that French surgeons
did not rest for more than twenty-four hours, amputating legs and taking care of soldiers, eventually fainting from exhaustion. And this was not just done
for French soldiers. Dunant observes that many wounded Austrians and Hungarians were “given the same food as the French officers, and their wounded were
treated by the same doctors.” In the hospitals only the soldiers’ uniforms on the shelves above their beds, not the quality of the care they received, indicated which side they fought for.

After witnessing this, Dunant proposed that the international community establish relief societies composed of volunteers and sanctioned by a convention
that would govern the treatment of the wounded during wartime. His proposal drew huge international support and on August 22, 1864, 16 countries signed
onto the first treaty of the Geneva Conventions which,

in its first article, reads that

“Ambulances and military hospitals shall be recognized as neutral, and as such, protected and respected by the belligerents as long as they accommodate
wounded and sick. Neutrality shall end if the said ambulances or hospitals should be held by a military force.”

Implied in this law is a principle far more ancient, one embodied in the physician’s Hippocratic Oath. In it, the doctor swears, “in every house where I come I will enter only for
the good of my patients, keeping myself from all intentional ill-doing….” The physician, therefore, is responsible only for the good of the patient no
matter what uniform that patient may wear. The Oath makes no exception for wartime or for the treatment of an enemy. Even if physicians disagree about who
bears the blame for a conflict, they must abide by this ancient promise and its nineteenth-century ideological successor.

But what if one side in the conflict obstructs or prevents physicians from following this code? On July 23, during the latest war between
Hamas and Israel in Gaza, more than twenty leading physicians and scientists from the U.K. and Italy sent a letter to the distinguished British medical
journal The Lancet, claiming that Israel does exactly that. This letter is filled with accusations leveled
against Israel regarding the political origins and conduct of this conflict, but I’ll let others in the medical field and outside the medical field cover that ground. There is one aspect of the letter I would like to
address — specifically, the role of medicine in this conflict. On the basis of their “ethics and practice,” the physicians go on to claim:

As we write, the BBC reports of the bombing of another hospital, hitting the intensive care unit and operating theatres, with deaths of patients and
staff. There are now fears for the main hospital Al Shifa. Moreover, most people are psychologically traumatised in Gaza. Anyone older than 6 years has
already lived through their third military assault by Israel.
The massacre in Gaza spares no one, and includes the disabled and sick in hospitals, children playing on the beach or on the roof top, with a large
majority of non-combatants. Hospitals, clinics, ambulances…. As we write, other massacres and threats to the medical personnel in emergency services and
denial of entry for international humanitarian convoys are reported. We as scientists and doctors cannot keep silent while this crime against humanity

Though there is death and destruction in every war, the physicians want to point out that Israel, and not Hamas, is particularly bad in trampling on the
inviolability of the medical profession and its principled goal to care for all, Israeli or Palestinian.

And yet, this accusation glosses over some very important information. Financial Times reporter John Reed

tweeted that rockets are being fired by Hamas from Gaza’s main hospital, Al Shifa
. William Booth at the Washington Post

reported that

Hamas has been using Shifa Hospital as “de facto headquarters for Hamas leaders, who can be seen in the hallways and offices.” In

another article
 in the Washington Post, Adam Taylor reports that the Israeli military targeted Gaza City’s el-Wafa Rehabilitation Center (after
calling the hospital and telling them to evacuate), because they believed that rockets “were being fired from the vicinity of the hospital” and that there
were “militants firing from the building.” In an
al Jazeera article describing an Israeli attack on al-Aqsa hospital in Gaza, Israeli officials claim that there was a weapons cache near the hospital which the military was

There are those who doubt these reports. But Hamas has a history of doing this. The United Nations Relief and Works Agency (UNRWA) recently released a statement
saying that its inspectors had found rockets, for a second time, in a UNRWA school for Palestinian children. As Adam Taylor

points out
 in the Washington Post, “If Hamas is hiding missiles in schools, why not in hospitals?” And Hamas has a long track record of exploiting civilians and civilian infrastructure in this way. In an article for the New York Times in 2009, Steven Erlanger wrote that “Weapons are hidden in mosques, schoolyards and civilian houses, and the leadership’s war
room is a bunker beneath Gaza’s largest hospital, Israeli intelligence officials say. Unwilling to take Israel’s bait and come into the open, Hamas
militants are fighting in civilian clothes.”

And what of the Israeli hospitals? Israeli physicians recently treated
the mother-in-law of Ismail Haniyeh, the leader of Hamas, for cancer in a Jerusalem hospital.
Israeli physicians also treated, though unsuccessfully, the granddaughter of Haniyeh
in a children’s hospital in Israel. Even as the fighting started, Israeli physicians were operating on Palestinian children with heart defects. As Dr.
Akiva Tamir, head of pediatric cardiology at Wolfson Medical Center in Holon, stated, “It does not matter what side of the political map you are on. The
parents of these children want them to live — just like parents [in Israel].” Indeed. And, as ABC News has reported, Israel opened up a
field hospital at the Gaza border to treat Palestinians wounded in the conflict. CNN reports that Barzilai Hospital in Israel, which treats soldiers, civilians, and
injured Palestinians, is “frequently hit by rocket attacks from Gaza.”

These facts make the letter from the international physicians and scientists incomprehensible: the signatories support an organization that defies the
very principles integral to the job of the physician. While Israeli physicians hold to the oath of Hippocrates and to the principles of Henri
Dunant, Hamas uses the very place where lives are supposed to be saved as a place to plan the end of human life. This renders their hospitals in clear
violation of the original Geneva text: “Neutrality shall end if the said ambulances or hospitals should be held by a military force.” And the consequences have been devastating for
Palestinians in need of medical care. Physicians, in the spirit of Dunant, must seek to treat enemies and friends, combatants and noncombatants. Hamas and its defenders are obfuscating this principle.