Data driven

Houston artificial intelligence startup aims to impact medical field

InformAI can use its data technology to help doctors with preventative care and diagnoses. Courtesy of InformAI

A Houston-based startup has a new technology that allows hospitals and medical establishments better access to its own data – which translates into more effective diagnoses and preventative care.

InformAI — founded by Jim Havelka, CEO, in 2017 — is introducing the technology to the Texas Medical Center. Havelka saw a need within the medical industry for this type of service.

"There were several things missing," says Havelka. "One was access to very large data sets, because it wasn't really until the last five or 10 years that digitalization of data, especially in the healthcare vertical became more widespread and available in a format that's usable. The second convergence was the technology, the ability to process very large data sets."

InformAI currently offers four unique solutions using artificial intelligence and deep learning algorithms: Paranasal Sinus Classifier; Brain Cancer Classifier; Patient Outcome Predictors; and Surgical Risk Predictors.

According to the website, both medical image classifiers assist physicians in detecting the presence of medical conditions. The Paranasal Sinus Classifier detects and distinguishes medical conditions prevalent in the paranasal sinuses. The classifier assists physicians by evaluating sinus medical conditions at the point of care, speeding up radiologist workflow by flagging medical conditions for further review, and providing a triage of pending sinus patient study reviews. The Brain Cancer Classifier focuses on several tumor types and has the potential to provide radiologists and surgeons with additional insights to inform their diagnoses and treatment plans.

In addition to the classifier solutions, the predictors are also key to patient care, as InformAI patient outcome predictors evaluate the risk of adverse outcomes from a surgical procedure.

"Our data set has 275,000 surgical procedures that we can use to look for patterns, and then use that to understand how a patient may react to going through that surgical procedure and that's a very valuable input to surgeons," Havelka tells InnovationMap. Patient outcome risks include mortality, stroke, prolonged ventilation, infection, re-operation, and prolonged hospitalization.

"The innovation is the ability to use artificial intelligence to augment the capabilities of the physician and flag diagnostics for them to consider," says Havelka. "For example, one of our image classifiers that reads three-dimensional CT head scans has the equivalent of thirty lifetimes of an ENT contained in the AI labeled training dataset. It would take thirty lifetimes of an ENT to see that same number of scans and associated disease state patterns. InformAI currently has 10 full-time employees and works with radiologists-in-residence in building solutions and conducting research. The startup partners with the Texas Medical Center, Nvidia, Amazon, and Microsoft.

"They're quite interested in what we've built because it's really cutting edge technology that we're doing," Havelka tells InnovationMap.

Havelka and his team also work with some of the largest physician groups and imaging companies in the country to build products. "At the end of the day our core competency is the ability to take data, medical images or patient data, and put it into a usable format to assist physicians in making better treatment decisions for patients," says Havelka. "We can flag and detect patterns, disease states, and risk profiles that can improve the decision making of the physicians for the patient.

InformAI has plans to fundraise this year, with a goal of raising $5 million to $6 million in a round.

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Building Houston

 
 

Kelly Avant, investment associate at Houston-based Mercury Fund, shares how and why she made her way into the venture capital arena. Photo courtesy of Mercury

Kelly Avant didn't exactly pave a linear career path for herself. After majoring in gender studies, volunteering in the Peace Corps, and even attending law school — she identified a way to make a bigger impact: venture capital.

"VC is an awesome way to shape the future in a more positive way because you literally get to wire money to the most innovative thinkers, who are building solutions to the world’s problems," Avant tells InnovationMap.

Avant joined the Mercury Fund team last year as an MBA associate before joining full time as investment associate. Now, after completing her MBA from Rice University this month, Avant tells InnovationMap why she's excited about this new career in investment in a Q&A.

InnovationMap: From law school and the peace corps, what drew you to start a career in the VC world?

Kelly Avant: I graduated from Rice University with an MBA, starting scouting for an investment firm in my first year, and by the summer after my first year I was essentially working full-time interning with Mercury. But, I like to tell people about my undergraduate degree in gender studies and rhetoric from a little ski college in Colorado. If you meet someone else in venture capital with a degree in gender studies, please connect us, but I think I might be the only one. I’ll spare you what I used to think — and say — about business students, but I have really come full circle.

I always thought I would work in a nonprofit space, but after serving in Cambodia with the Peace Corps, working for the National Domestic Violence Hotline, and briefly attending Emory Law School with the intention of becoming a civil rights lawyer.I found that time and time again the root of the problem was a lack of resources. The world’s problems were not going to be solved with my idealism alone.

The problem with operating as a nonprofit in a capitalism is you basically always pandering to the interests of the donors. The NFL was a key sponsor of The National Domestic Violence Hotline. The United States has a complicated, to put it lightly, relationship with Cambodia and Vietnam. It became pretty clear that the donor/nonprofit relationship was oftentimes putting the wrong party in the driver’s seat. I was, and still am, very interested in alternative financing for nonprofits. I became convinced that the most exciting businesses were building solutions to the world’s problems while also turning a profit, which allows them to survive to have a sustainable positive impact.

VC is an awesome way to shape the future in a more positive way because you literally get to wire money to the most innovative thinkers, who are building solutions to the world’s problems.

IM: What are some companies you’re excited about?

KA: There are a couple super interesting founders I’ve met directly engaging with . To name a few: CiviTech, DonateStock, and Polco.

I’m very proud to work on mercury investments like Houston’s own, Topl, which has built an extremely lightweight and energy efficient Blockchain that enables tracking of ethical supply chains from the initial interaction.
I’m also excited about mercury’s investment in Zirtue, which enables relationship based peer to peer lending to solve the massive problem of predatory payday loans.

We have so many awesome founders in our portfolio. The best part about working in VC is meeting passionate innovators every day. I get excited to go to work everyday and help them to build better solutions.

IM: Why are you so passionate about bringing diversity and inclusion into Mercury?

KA: I love working with exciting, highly capable, super smart people. That category includes so many people who have been historically excluded. As an investment team member at Mercury, I do have a voice, and I have an obligation to use that voice to speak highly of the best people in rooms of influence.

IM: With your new role, what are you most focused on?

KA: In my new role, I am identifying and researching high potential investments. We’re building out a Mercury educational series to lift the veil of VC. We want to facilitate a series that gives all founders the basic skills to pass VC due diligence and have the opportunity to build the next innovative companies. My goal is ultimately to produce the best returns possible for our investors, and we can’t accomplish that goal unless we’re building out resources to meet the best founders and help them grow.

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This conversation has been edited for brevity and clarity.

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