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

 
 

Catch up on space news — from new partnerships at Rice University and the latest snub for the Space City. Photo via NASA.gov

It's been a busy few days for space news, and in Houston — the Space City — it's all relevant to the continued conversation of technology and innovation.

With so much going on — from Houston being passed over for the Space Command's headquarters and Rice receiving $1.4 million in federal funds for a new hub — here's what you may have missed in space news.

The Ion awarded $1.4M to launch Aerospace Innovation Hub

The Ion will be home to the Aerospace Innovation Hub, thanks to a federal grant. Courtesy of Rice University

Through a partnership with NASA's Johnson Space Center and DivInc, The Ion has been awarded $1.4 million in federal funding to create its Aerospace Innovation Hub. The ASCI-Hub will support and develop regional minority business enterprises addressing aerospace-related challenges.

"Landing this award is another win for the region that leverages the unique strengths of the crewed space program at NASA JSC," says Jan E. Odegard, interim executive director of the Ion, says in a news release. "As Houston was critical to landing men on the moon in the late-'60s, the Ion's Aerospace Innovation Hub will be key not only to advancing the future of spaceflight, including the mission to Mars in the future, but also to tackling challenges facing our everyday lives here on Earth."

The hub will provide NASA's expertise and resources across robotics, medicine, health support systems, additive manufacturing, and more — as well as community events, education and training, and an accelerator program.

"We're eager to partner with the MDBA, Rice University and the Ion to help develop and grow minority entrepreneurs and accelerate innovative and tech-forward solutions in Houston," says Vanessa Wyche, deputy director of the JSC, in the release. "This partnership builds toward NASA's goals to enhance scientific and technological knowledge to benefit all of humankind and catalyze economic growth, as we propel commercialization of space and extend our presence in the solar system."

Opening in 2021, the Ion announced $1.5 million in grant funds in September. Those funds are going toward accelerators, which will collaborate with the Aerospace Innovation Hub.

"While we have taken many small — and valuable — steps over the past few years, this is one giant leap forward for our efforts to promote sustainable inclusion in Houston's entrepreneurial and technological ecosystem," says Christine Galib, senior director of programs at the Ion, in the release.

The Air Force announces 6 potential sites for Space Force base — and Houston misses the mark

Houston will not be considered for the Space Command HQ — but Texas isn't completely out of the running. U.S. Air Force Graphic by Rosario "Charo" Gutierrez

The United States Department of the Air Force announced the six candidate locations for the U.S. Space Command Headquarters — and Houston didn't make the cut.

The six locations include:

  • Kirtland Air Force Base in New Mexico
  • Offutt AFB in Nebraska
  • Patrick AFB in Florida
  • Peterson AFB in Colorado (where temporary operations are located)
  • Port San Antonio in Texas
  • Redstone Army Airfield in Alabama

The Air Force evaluated self-nominated cities from across 24 states based on factors related to mission, infrastructure capacity, community support, and costs to the Department of Defense, according to a press release. U.S. Space Command Headquarters location announcement is expected in early 2021.

"We are disappointed that Houston is not among the finalist locations for the U.S. Space Command," Susan Davenport, chief economic development officer for the Greater Houston Partnership, says in a statement to the Houston Chronicle. "We believe we put together a strong case for why Houston should be chosen. We will continue to work with the U.S. Air Force and other branches of the military on future opportunities and we will remain vigilant in our pursuit of aerospace industry opportunities for this region."

Rice Space Institute to collaborate with Canada

The Rice Space Institute has a new partner is Canada. Photo courtesy of NASA

Rice University's Rice Space Institute has signed a memorandum of understanding with the Consulate General of Canada in Dallas to collaborate on space science and technology.

The parties made the collaboration official at a virtual event on November 20. RSI Director David Alexander OBE, a Rice professor of physics and astronomy, says the partnership is key to the continued commercialization of space exploration.

"What's different about this agreement is that with the rapid growth of commercial space worldwide and the strength of the aerospace industry in Houston, it presents a new pathway for potential interactions between Canadian science and industry and commercial entities not just in the Houston region but around the world," he says in a news release. "It's a nice, complementary aspect to our connection with NASA."

The United States has collaborated with Canada on space exploration for decades, and Canada's government is committed to advancing space technology.

"This MOU with the Rice Space Institute comes at an exciting time in human space exploration," says Rachel McCormick, the Consul General of Canada in Dallas and Canada's official representative in the U.S. South Central region, in the release. "In 2019, the Government of Canada announced an investment of $1.9 billion over 24 years for the next generation of smart, AI-powered space robotics for the U.S.-led Lunar Gateway program.

"We are also providing $150 million over five years for the Lunar Exploration Accelerator Program," she continues. "LEAP will fund the development and demonstration of lunar science and technologies in fields that include AI, robotics and health."

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