Can artificial intelligence help prevent cardiovascular diseases? Biotech startup, Prevencio, has developed a proprietary panel of biomarkers that uses blood proteins and sophisticated AI algorithms to detect cardiovascular conditions like coronary and peripheral artery disease, aerotic stenosis, risk for stroke and more. Dean Loizou, Prevencio’s VP of Business Development, breaks down the process step-by-step and explains exactly how Prevencio reports its clinically viable scores to doctors. How does the AI fit into all this? We get to that too, plus the details around this startup’s plans for raising a B-round on the heels of this work with Bayer.
Filmed at Bayer G4A Signing Day in Berlin, Germany, October 2019.
This month, we saw historic turnout at the polls for midterm elections with over 114 million ballots cast. One noteworthy observation regarding voter turnout is record rates of participation by younger voters aged between 18 to 29 years old. Around 31 percent of people aged 18 to 29 voted in the midterms this year, an increase from 21 percent in 2014, according to a day-after exit poll by Tufts University.
Surely their political engagement counters the criticism that millennials are disengaged and disconnected with society and demonstrates that millennials are fully engaged when issues are relevant to them, their friends, and their families. Why, then, do we not see the same level of passion, engagement and commitment when young adults are asked to consider their health and well-being?
I have had the privilege of being a member of the National Heart, Lung and Blood Institute-funded Coronary Artery Risk Development in Young Adults (CARDIA) study research team. In over 5,000 black and white adults who were initially enrolled when they were 18 to 30 years old and have now been followed for nearly 35 years, we have described the decades-long process by which heart disease develops. We were able to do this because, in the 1980s when these studies began, young adults could be reached at their home telephone numbers. When a university researcher called claiming to be funded by the government, there was a greater degree of trust.
Unfortunately, that openness and that trust has eroded, particularly in younger adults and those who may feel marginalized from our society for any number of valid reasons. However, the results—unanswered phone calls from researchers, no-shows at the research clinic and the absence of an entire group of adults today from research studies, looks like disengagement. Disengagement is a very real public health crisis with consequences that are as dire as any political crisis. Continue reading…
“Why aren’t you taking your cholesterol medication?” I asked the woman.
With the coronary disease I diagnosed a year ago, my discovery that she had not taken her medication was very troubling.
“It made me tired,” she replied matter-of-factly. ”And besides, the cardiologist said the stress test was negative, so my heart is fine!”
I ordered the stress test after her heart calcium score was significantly elevated, revealing significant atherosclerosis. She totally misunderstood the results, and I needed to fix that problem. So I pulled out my secret weapon: a good analogy.
“The purpose of the calcium score test was to see if you had termites in your home” I explained. ”I found them. The negative stress test just said that the termites hadn’t eaten through your walls. It’s good news that your walls aren’t falling down, but they will if we don’t stop the termites.”
Her eyes opened wide comprehension: the termites were eating her walls. She was living on borrowed time.
“Would you take a medication if it didn’t have side effects?” I asked.
She quickly nodded. Of course she would. From now on she would be a compliant patient.
Compliance is good. Noncompliance is bad. It’s something I learned very early in my training: patients who do what their doctors say are compliant (good), and those who don’t follow instructions are noncompliant (bad). If you are lucky as a doctor, you have compliant patients. They are the best kind. They obey their doctors. They are submissive. Noncompliant patients are bad; they are a bunch of deadbeats.
Please hold your nasty comments; I don’t really believe my patients should obey or submit to me.*