Hospitals are processing massive amounts of data on a daily basis — but few are optimizing this information in life-saving capacities. A Houston company is seeking to change that.
"The convergence of technology, data, and deep learning has really opened up an avenue to look at large volumes of information and look at patterns that can be helpful in patient diagnosis and treatment planning," says CEO Jim Havelka on this week's episode of the Houston Innovators Podcast.
The InformAI team has developed two platforms that each of the company's tech products works within. One focuses on medical images and looks for subtle patterns of a medical condition, while the other can datamine patient information to identify patient risk predictors.
Currently, InformAI's sinusitis-focused product is undergoing Food and Drug Administration approval. About a quarter of the population has sinus-related issues, and the technology can help treatment and diagnosis, Havelka says.
"The data that we train our algorithms on are equivalent of 30 careers of a typical ear, nose, and throat surgeon. We see 30 times more patients in our training set than an ENT physician would see in a lifetime," Havelka says. "Being able to bring into play the patterns and unique subtleties that this data can bring into the decision making only makes the ENT more productive and more efficient, as well as creates better outcomes for patients."
InformAI has received venture capital support as well as a National Science Foundation award to advance its work. The company hopes to introduce a new round of funding later this year.
Havelka doesn't mince words when it comes to the importance of InformAI being located in Houston. The company's team works out of JLABS @ TMC as well as TMC Innovation Institute.
"Those relationships have been very helpful in getting data to build these particular products," Havelka says. "Just the Texas Medical Center alone has roughly 10 million patient encounters every year. The ability to get access to data and, equally important, the medical experts has been a tremendous benefit to InformAI."
Havelka discusses more about the revolutionary technology InformAI is working on — as well as advice he has for other health tech founders — on the episode. Listen to the full interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.