Biomedical Zone graduate uses AI to meet challenges like COVID-19
From left: Aaron Leibtag of Pentavere and Linda Maxwell of the Biomedical Zone. Leibtag says the Biomedical Zone helped launch his business that will draw upon real-time information emerging from thousands of patient records that capture up-to-the-minute care techniques and outcomes. Photo by Alyssa K. Faoro.
The COVID-19 pandemic represents a moment in history when politicians, scientists and health authorities have been called upon to help Canadians protect their health. Unfortunately, in such unprecedented times, they often must perform these critical tasks without the benefit of definitive answers.
And although technology innovation has long been known as a remedy for many health-care challenges, the need is keenly felt now as the world races to fend off a deadly and mysterious pandemic.
The team, one of the first startups incubated at Ryerson University鈥檚 Biomedical Zone (BMZ), identified a paramount issue that their technology could help solve: health-care professionals make treatment decisions based on decades of training, published studies and their own experience - and policy-makers take rapid public health measures. And they鈥檝e historically done so without the ability to draw upon real-time information emerging from thousands of patient records that capture up-to-the-minute care techniques and outcomes.
Tackling big challenges
To address this issue, Pentavere, by Healthcare Insights, created their proprietary technology engine called DARWEN, that helps health-care organizations and researchers unlock powerful insights buried in their medical records to improve patient outcomes. In short, they find the needles in the haystack that save lives. An example is Pentavere鈥檚 ability to analyze the records of thousands of patients with lung cancer in order to find the few patients with certain characteristics that will benefit from new personalized treatments that are now available to patients. Before Pentavere this process would be manual, time consuming and costly.
Pentavere鈥檚 co-founder Steven Aviv was inspired by the unnecessary death of his mother during a routine hospital procedure, since her need for blood thinners was obscured within a clinical note. Teaming up with his friend Aaron Leibtag, they developed a technology solution that uses AI to uncover medical insights from vast amounts of clinical information, at a speed and accuracy few thought possible.
Despite their ground-breaking discovery, it wasn鈥檛 until the entrepreneurs connected with BMZ founder Dr. Linda Maxwell that their company started to gain traction. 鈥淒r. Maxwell at the BMZ saw the potential in us and she patiently taught us to navigate the complicated health-care system to gain clinical validation for our technology,鈥 says Leibtag. 鈥淲ithout her assistance, we would not be performing this important work that can measurably improve patient outcomes.鈥
Nurturing inclusion to strengthen invention
The Pentavere founders both say they benefited from the fresh-thinking and distinct perspectives they received through BMZ鈥檚 incubator environment, and they鈥檝e since graduated from the incubation space. Leibtag said that Dr. Maxwell鈥檚 mentoring includes encouraging entrepreneurs to incorporate diversity and inclusion by design to ensure their company is truly poised to drive innovation.
鈥淭o innovate, you must think differently and be really different from the norm. A health-care technology company requires true diversity of talent and skills, and that means a relentless commitment to inclusion from day one,鈥 she says.
The team took her advice to heart, and they鈥檝e hired employees who reflect different experiences. The team鈥檚 linguist may have no medical background, but Leibtag says she鈥檚 making important contributions: 鈥淪he has spent years analyzing the linguistic structure of the testimonials of women who survived genocide. That unique experience and skill has proven to be invaluable towards the work we are doing across Ontario to understand the impact COVID-19 is having on patients who suffer from major depression and suicidal ideation.鈥
Pentavere founders say they started their company to address one major question: Why is it we have all the data we need for financial markets to make money but don鈥檛 have the information we need to save lives? COVID-19 has made this question all the more pertinent, and Pentavere hopes to aggregate good quality data on its impact on different people with different histories, symptoms, pre-existing conditions and comorbidities.
鈥淭he need for good data has never been more important and clearer in light of what we are all going through with COVID-19. I believe we will see even more innovation and partnerships between industry, government and institutions to bridge our data gaps, because good data saves lives.鈥
Dr. Maxwell says the collaboration between Pentavere and the Biomedical Zone highlights how a high-performing team was able to build a strong business case for applied AI within the healthcare system. The story illustrates the massive platform that Ryerson potentially has developed to lead on health innovation. 鈥淭he Zone truly offers the collegial and collaborative ecosystem necessary to help CEOs and founders execute successfully on their innovation. The Biomedical Zone provides start ups with immersion in the clinical realm and buttresses that experience with rich intellectual and social capital of expert advisors and clinicians to accelerate validation of business hypotheses and advancement of technology adoption. We鈥檙e the only hospital-embedded incubator in the country and it鈥檚 a unique platform that Ryerson鈥檚 Biomedical Zone has steadfastly built over the last five years and one we continually update and improve towards excellence.鈥
This fall, the Biomedical Zone launched a first-in-class, fully digital innovation curriculum, for startups and innovators who would like to participate but aren鈥檛 able to relocate to Toronto. 鈥淭his curriculum will provide access and impact to start ups in a geographically agnostic and highly equitable manner, allowing us to be even more inclusive of innovators far beyond the GTA.鈥