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Deep empathy: How AI can strengthen doctor-patient connections
Some experts may worry that AI will depersonalize health care, but others see its potential to deepen relationships.
- Today's rate of innovation and change has made it difficult for patients and physicians to effectively integrate technology into medical best practices.
- Experts agree that physicians need more time in their day to build bonds with patients.
- Dr. Eric Topol believes that artificial intelligence may help restore that time, creating what he calls "deep medicine."
Today's rate of technological change is as unprecedented as it is unpredictable. This speed of innovation has created medical marvels that improve and save lives. Other technologies, however, have proven more difficult for physicians and patients alike to integrate successfully into health care practices.
"Exhibit A is the electronic health record (EHR), which has made the blood of countless physicians boil with frustration," writes Michael Dowling, president and CEO of Northwell Health, in his book Health Care Reboot. Created to store, track and share patient records, "[t]he EHR can be a cruel taskmaster, demanding a doctor's attention during a patient visit and requiring numerous clicks to enter even basic data."
Physicians spend an average of six hours per workday logging clinical data into the EHR—and face-time with patients suffers. The average doctor-patient consultation clocks in at 18 minutes, and a fair amount of that time goes to logging information.
Like it or not, technology is part of the patient experience. One study found that barriers to widespread adoption of electronic personal health records will likely include computer anxiety and concerns for security and privacy.
For better or worse, technology is affecting the doctor-patient relationship. According to Eric Topol, executive vice president of Scripps Research, the most beneficial change can come if we properly navigate artificial intelligence.
Will AI replace doctors?
With AI taking on the routine work, doctors will have more time to be actively involved with patients and referring physicians.
Photo: Tom Werner/Getty Images
That may sound counterintuitive. Technology like EHRs have affected doctor-patient interactions, and when we speak of AI entering a job market, it's with premonitions of the robopocalypse. Consider America's roughly 2 million truckers, who may lose their jobs to self-driving vehicles.
Yet blue-collar jobs are not the only ones subject to AI takeover. Some jobs that require the most advanced education are more likely to become obsolete, according to entrepreneur Andrew Yang. "Doctors, lawyers, accountants, wealth advisers, traders, journalists, and even artists and psychologists who perform routine activities will be threatened by automation technologies," he writes in The War on Normal People.
Day-to-day workplace routines will determine whether AI can perform a job, because the technology can perform routine tasks faster and more accurately than people, without needing a break.
To pick one example from medical practice, radiologists spend much of their time analyzing patient films. It takes years of education to develop that skill. Even then, certain diagnoses can be tricky and human deficiencies, such as confirmation bias and inattentional blindness, can lead to mistakes.
Deep learning could streamline the process of analyzing medical images. One day, AI may be able to read more medical images more quickly and compare them to a catalog exponentially larger than anyone could memorize. It may also detect anomalies too fine for detection by the human eye. And you only have to develop an AI once, as opposed to the extensive costs of training and maintaining human radiologists.
AI is unlikely to eliminate the need for radiologists, but rather it may enable radiologists to be more actively involved with patients and referring physicians as part of the care team. We're years away from AI becoming commonplace in radiology departments. However, the principles are sound and the technology is already under development. Some day, when AI can manage standalone diagnosis for routine cases, radiologists will be free to focus on the most challenging cases.
AI will free up radiologists' time to work on the most challenging cases. Here, neuroradiologists in Paris operate on a patient affected with an arteriovenous deformation.
Photo GERARD JULIEN/AFP/Getty Images
Deep learning, deeper empathy
In Deep Medicine, Topol suggests that well-implemented AI can free physicians from repetitive tasks, providing more face time to meet, inform, reassure and follow up with patients. It can also minimize burnout and improve health care quality. Topol cites one study from the National Bureau of Economic Research that found for every extra minute a home visit lasts, risk of readmission was reduced by 8 percent.
The same gains may be possible with EHRs. Integrated AI can make it easier to log entries, consolidate records, and draw data from external sources such as a patient's smartwatch or mobile device.
"Human performance is unlikely to change materially over time. But machines will progressively outperform humans for various narrow tasks," Topol writes. "To take humans to the next level, we need to up our humanist qualities, that which will always differentiate us from machines." He calls deep learning's potential to support medical empathy and outcomes "deep empathy."
A humane pairing
Busywork and routine labor so severely cut into physician schedules that Danielle Ofri, an associate professor of medicine at New York University School of Medicine, has suggested imposing fines on hospitals that detract too much from patient face-time.
As the National Bureau of Economic Research survey suggests, health care is a field where literally every minute counts.
"Most importantly ... when people are sick, they need empathy," Topol told Big Think in an interview. "They need the person who is their doctor to be with them, to understand what they're going through, because being in pain and being sick is the loneliest thing in the world. And if you don't have a doctor that is empathic, that is the worst-case scenario. We've got to get that back."
But Topol indicates a caveat: Implementing AI in health care just as an efficiency tool would counteract potential gains in doctor-patient relationships.
Michael Dowling agrees. As he told Big Think in an interview: "A lot of publicity has been given to a lot of these [big tech] players. But the core of the care being delivered to people who are very sick is still being done at hospitals and doctors' and ambulatory sites."
And that core must be building a humane — and, indeed, human — doctor-patient relationship.
A growing body of research suggests COVID-19 can cause serious neurological problems.
- The new study seeks to track the health of 50,000 people who have tested positive for COVID-19.
- The study aims to explore whether the disease causes cognitive impairment and other conditions.
- Recent research suggests that COVID-19 can, directly or indirectly, cause brain dysfunction, strokes, nerve damage and other neurological problems.
Brain images of a patient with acute demyelinating encephalomyelitis.
COVID-19 and the brain<p>A growing body of research reveals alarming neurological complications among COVID-19 patients. On Wednesday, for example, researchers from University College London published a <a href="https://academic.oup.com/brain/article/doi/10.1093/brain/awaa240/5868408" target="_blank">study</a> in the journal Brain that describes how some patients have suffered temporary brain dysfunction, strokes, nerve damage and other neurological problems concurrent with COVID-19.</p><p>Some patients suffered brain inflammation as a result of a rare disease called acute disseminated encephalomyelitis, which can cause numbness, seizures and confusion. One patient in the study even hallucinated monkeys and lions in her home.</p>
Photo by Mario Tama/Getty Images<p>A separate study published in the <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7198407/" target="_blank">Journal of Clinical Neuroscience</a> notes that some COVID-19 patients have also suffered neurological complications like impaired consciousness and acute cerebrovascular disease. The study notes that past viruses like MERS and SARS also seemed to cause neurological problems.</p><p>A troubling finding among this growing body of research is that some patients seem to suffer neurological damage even when respiratory symptoms aren't obvious. Additionally, scientists aren't sure whether damage from the disease will be permanent.</p><p style="margin-left: 20px;">"Given that the disease has only been around for a matter of months, we might not yet know what long-term damage COVID-19 can cause," Dr. Ross Paterson, joint first author of the University College London study, in a <a href="https://www.eurekalert.org/pub_releases/2020-07/ucl-iid070620.php" target="_blank">press release</a>. "Doctors needs to be aware of possible neurological effects, as early diagnosis can improve patient outcomes."</p><p>If you've been diagnosed with COVID-19 and want to enroll in the study, visit <a href="https://www.cambridgebrainsciences.com/studies/covid-brain-study" target="_blank">cambridgebrainsciences.com/studies/covid-brain-study</a>.</p>
Coronavirus layoffs are a glimpse into our automated future. We need to build better education opportunities now so Americans can find work in the economy of tomorrow.
- Outplacement is an underperforming $5 billion dollar industry. A new non-profit coalition by SkillUp intends to disrupt it.
- More and more Americans will be laid off in years to come due to automation. Those people need to reorient their career paths and reskill in a way that protects their long-term livelihood.
- SkillUp brings together technology and service providers, education and training providers, hiring employers, worker outreach, and philanthropies to help people land in-demand jobs in high-growth industries.
Source: McKinsey Global Institute analysis [PDF]<p>Work in understanding the skills at the heart of the new digital economy is leading to novel assessments that allow individuals to prove mastery to faithfully represent their abilities—but also to give weight and stackability to the emerging ecosystem of micro-credentials that make education more seamless across time and education providers. And we are seeing the beginnings of a renewal in the liberal arts, focused on building human skills in affordable ways that are accessible to many more individuals and far more effective.</p><p>Amidst these dark times, there is much opportunity to refresh the nation's education and training solutions to support the success of individuals and society writ large.</p>
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