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

 
 

Percy Miller, aka Master P, took the virtual stage at the Houston Tech Rodeo kick-off event. Photo courtesy of HTR

Percy Miller developed his music career as Master P, but it's far from his only entrepreneurial endeavor. At Houston Exponential's kick-off event for the 2021 Houston Tech Rodeo, Miller took the virtual stage with Zack O'Malley Greenburg, a journalist and author.

In the discussion, Miller shared his experience in his many fields of entrepreneurship, including music, fashion, consumer packaged goods, and more. He focused on trusting your own hard work, surrounding yourself with a good support system, and embracing failure — something he's done throughout his career.

"I don't look at it as a loss. I look at it as a lesson. Every 'L' is a lesson," he says. "Every time I had a business fail, I learned something from it and it opened up a door into a future."

To hit the highlights from the fireside chat with Master P, check out some overheard moments below. To stream the full broadcast, click here.

“A music career only lasts 3 to 5 years at the most. … I started diversifying my portfolio and I looked at the tech side and said, ’This is where you got to be at.’”

Miller says he was out in the Bay Area in the '90s and early '00s, and he saw first hand the tech scene developing in Silicon Valley. He even released an album in 2005 called Ghetto Bill, a reference to Bill Gates.

“I have failed a lot — don’t be afraid to fail. Get out and take that chance on yourself.”

Miller's music career mirrors, in some ways, the dynamic path of a startup. He received a $10,000 investment from his grandparents and used it to launch his career.

"I created an empire with $10,000," he says.

But It wasn't always easy, and Miller remembers the hustle, selling his music from the trunk of his car, and his many failures.

“You have to be committed to what you do — and you have to love it. It never was about money. When you’re passionate about something, you have a purpose. You’ll get there. If you do it for money, you’ll probably never be successful.”

Passion is a key ingredient in the recipe for success, Miller explains. It drives accomplishment and, "if you get it that easy, you'll probably lose it even quicker," he continues.

“I have an entrepreneurial spirit — I have to learn everything about what I’m doing.”

When it came to developing his music career, Miller says he wore every different hat in the process because he knew he would work the hardest.

"For me, if I can be the talent and the person who runs the company, I feel like there's no limit," Miller says. "I knew I could depend on myself."

“Show me your friends, and I can show you your future.”

Miller started his own record label, No Limit Records, and it was here he cultivated an environment of artists who didn't just want to perform, get pampered, and hang out at the club.

"People at No Limit — it was like a university," he says. "Everybody was coming to study to not only learn how to be an artist but also learn entrepreneurship and financial literacy."

“Most people wanted that advanced check, that money upfront. But my thing was I wanted the control in the end. When you come from a poor culture, you look at things differently. At least I did.”

Miller says he learned this at a young age, that if you hold the power, you make the decisions. "I want better for my kids and the only way I am going to do that is by creating longevity where I own the largest percent of the company," he says.

“It’s all about economic empowerment — we’re stronger together.”

Miller says he's focused on product and taking over the grocery stores, as well as driving economic empowerment for other BIPOC-founded companies and putting money back into the community.

"I want to focus on other minority-owned companies and brands get their products on the shelves,' he says.

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