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

 
 

Here's what companies are in the latest cohort for gBETA. Photo courtesy of gBETA

An early-stage accelerator has picked its latest cohort of five Houston companies.

The Fall 2020 cohort of gBETA Houston includes:

  • AllIDoIsCook is founded by Tobi Smith and focused on exposing the world to Africa's cuisine by manufacturing gourmet food products delivered directly to customer doors and available at grocers. Since launching, AllIDoIsCook has built out a manufacturing facility, shipped over 8,000 boxes and generated $1.1 million in revenue all without outside funding.
  • Chasing Watts makes it easy for cyclists to coordinate or find rides with fellow riders in their area with its web-based and native application. The company has over 3,000 users and grew 135 percent from Q2 to Q3 in new ride views.
  • DanceKard, founded by Erica Sinner, is a new dating platform that connects individuals and groups with one another by bringing the date to the forefront of the conversation and making scheduling faster and easier with special promotions featuring local establishments. Since launching in August of 2021, DanceKard has over 170 users on the platform.
  • Dollarito is a digital lending platform that helps the low-income Hispanic population with no credit history or low FICO score access fair credit. Founded by Carmen Roman, Dollarito applies AI into banking, transactional and behavioral data to evaluate the repayment capability more accurately than using FICO scores. The company has1,000 users on their waitlist and plans to beta test with 100 or more customers in early 2022.
  • SeekerPitch, founded by Samantha Hepler, operates with the idea that jobseekers' past job titles and resumes are not always indicative of their true capabilities. Launched last month, SeekerPitch empowers companies to see who jobseekers are as people, and get to know them through comprehensive profiles and virtual speed interviews, and the company already has 215 jobseekers and 20 companies on the platform, with one pilot at University of Houston and three more in the pipeline.

The companies kicked off their cohort in person on October 18, and the program concludes on December 14 with the gBETA Houston Fall 2021 Pitch Night. At this event, each company will present their five-minute pitch to an audience of mentors, investors, and community members.

"The five founding teams selected for our gBETA Houston Fall 2021 cohort are tackling unique problems they have each experienced personally, from finding access to cultural foods, fitness communities and authentic dating experiences to challenges with non-inclusive financing and hiring practices," says Kate Evinger, director of gBETA Houston, in the release. "The grit and passion these individuals bring to their roles as founders will undoubtedly have a tremendous impact in the Houston community and beyond."

The accelerator has supported 15 Houston startups since it launched in Houston in early 2020. The program, which is free and hosted out of the Downtown Launchpad, is under the umbrella of Madison, Wisconsin-based international accelerator, gener8tor.

"Downtown Launchpad is an innovation hub like no other, and I am so proud of what it is already and what it will become," says Robert Pieroni, director of economic development at Central Houston Inc., in the release. "The five startups selected for the gBETA Houston Fall 2021 cohort are exploring new challenges that can become high-impact Houston businesses."

gBETA announced its plan to launch in Houston in September 2019. The program's inaugural cohort premiered in May and conducted the first program this summer completely virtually. The second cohort took place last fall, and the third ran earlier this year.

"These founders are building their companies and benefiting from the resources Downtown Launchpad provides," Pieroni continues, "and the proof is in the data – companies in these programs are creating jobs, growing their revenues and exponentially increasing their funding, which means these small starts up of today, working in Downtown Launchpad, are growing into the successful companies of tomorrow."

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