Houston health tech founder shares the monumental impact data can have on health care

HOUSTON INNOVATORS PODCAST EPISODE 68

Jim Havelka, founder and CEO of InformAI, joins the Houston Innovators Podcast to discuss the difference his technology can make on the health care industry. Photo courtesy of InformAI

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.

InformAI has created several tech products to allow hospitals to tap into their data for game-changing health care.

"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.

Artificial intelligence is changing Houston — one industry at a time. Photo via Getty Images

3 ways artificial intelligence is changing Houston's future

Guest column

Artificial intelligence is the buzzword of the decade. From grocery shopping assistance to personal therapy apps, AI has sunk its teeth into every single industry. Houston is no exception to the AI boom. Enterprise-level companies and startups are already flocking to H-town to make their mark in AI and machine learning.

Since the world is generating more data every minute — 1,736 terabytes to be exact — Houston-based companies are already thinking ahead about how to make sense of all of that information in real-time. That's where AI comes in. By 2021, 80 percent of emerging technologies will have AI foundations — Houston is already ninth on the list of AI-ready cities in the world.

AI and machine learning can process large amounts of data quickly and use that data to inform decisions much like a human would. Here are three ways Houston-based companies are using these emerging technologies to revolutionize the city's future.

Health care

The health care industry is primed for AI's personalization capabilities. Each patient that doctors and nurses encounter has different symptoms, health backgrounds, and prescriptions they have to remember. Managing that amount of information can be dangerous if done incorrectly. With AI, diseases are diagnosed quicker, medications are administered more accurately, and nurses have help monitoring patients.

Decisio Health Inc., a Houston-based health tech startup has already made its mark in the healthcare industry with its AI software helping to tackle the COVID-19 pandemic. Their software, in collaboration with GE Healthcare Inc, allows health care providers to remotely monitor patients. By looking at data from ventilators, patient monitoring systems, health records, and other data sources, doctors can make better decisions about patients from a safe distance.

Climate change

Climate change isn't solved overnight. It's an issue that covers water salinity, deforestation, and even declining bee populations. With a problem as large as climate change, huge amounts of data are collected and need to be analyzed. AI can interpret all of that information, show possible future outcomes, track current weather patterns, and find solutions to environmental destruction.

One Houston-based company in the energy tech industry, Enovate Upstream, has created a new AI platform that will help digitize the oil and gas sector. Their AI-powered platform looks at data from digital drilling, digital completions, and digital production, to give oil companies real-time production forecasting. Their work will hopefully make their oil production more efficient and reduce their carbon emission output. Since oil drilling and fracking are a major cause for concern around climate change, their work will make a difference in slowing climate change and make their industry as a whole more climate-conscious.

Energy

Energy is an industry rich with data opportunities—and as Houston's energy sector grows, AI has become a core part of their work. Houston's large influence in the energy sector has primed it for AI integration from startups like Adapt2 Solutions Inc. By using AI and machine learning in their software, they hope to help energy companies make strategic predictions on how to serve energy to the public efficiently. Their work has become especially important in the wake of COVID-19 and the resulting changing energy needs.

Another Houston-based company using AI to influence the energy industry is the retail energy startup Evolve Energy. Their AI and machine learning system help customers find better prices on fluctuating renewable resource—helping them save money on electricity and reducing emissions. The positive feedback from the public on their AI model has shown how energy companies are using emerging technologies like AI in a positive way in their communities.

The bottom line

Houston is more primed than most cities to integrate AI and machine learning into every industry. While there are valid concerns as to how much we should lean on technology for necessary daily tasks, it's clear that AI isn't going anywhere. And it's clear that Houston is currently taking the right steps to continue its lead in this emerging AI market.

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Natasha Ramirez is a Utah-based tech writer.

This energy tech startup is using tech to change the game within the exploration and production industry. Photo via Getty Images

Houston-based startup makes a splash with cloud technology for E&P in oil sector

big computing

A Houston area environmental and energy tech company offers a new pay-as-you-go SaaS application that uses chemistry, physics, artificial intelligence, and cloud technology to build simulation platforms for major exploration and production companies.

AquaNRG Consulting's new technology has already been used by major independent E&P companies, helping to increase energy production and optimization. With new products like aiRock™, it uses cloud-based technology to simulate the physical and chemical processes in natural and human-made porous media driven by data.

The company, founded in 2017 by Babak Shafei, a Ph.D. in Earth and Environmental Sciences, uses data chemistry-physics in a new scientific methodology that uses data-driven methods including machine learning to complement and enhance theoretical modeling on reactive transport modeling (RTM) principles.

"We have been working on the product while also thinking of new ways to provide services needed in the energy industry for a number of years," says Shafei.

Babak Shafei founded Houston-based AquaNRG. Photo courtesy of AquaNRG

AquaNRG has been awarded three prestigious Small Business Innovation Research grants totaling $1.4 million from the US Department of Energy and National Science Foundation.

Shafei says that his team of in the research lab continues to develop and improve the set of techniques that can optimize the oil and gas industry. The technology offers a number of solutions in the geology area, including geochemistry or petrophysical calculations, or even in the environmental area for biogeochemistry and remediation calculations.

"Our technology is oriented to big data and big computing," says Shafei. "The platform is armed machine learning and artificial intelligence that uses the chemistry-physics methodology while using a cloud-based application that is very popular and essential for the energy sector."

Shafei says that during the ongoing coronavirus crisis, the digitization of the energy industry has only increased, and helped AquaNRG grow their brand. They plan to use this upward push to their advantage, by expanding their business and thinking well into the future.

"Our team of researchers is focused on our product and our offerings," says Shafei. "There's a lot of exciting things on our mind, including different verticals in terms of new hiring and new facilities, we're looking forward to rolling forward with that."

"Superteams," or workforces optimized by artificial intelligence, may shape the energy sector. Getty Images

AI-optimized teams are a game changer for energy companies, this Houston expert says

guest column

The speed and scale of change in the business world had been on a fast track, with technology enabling bigger and bolder advances within shorter time frames.

Enter 2020: a global pandemic struck, and here in the Gulf Coast region, we were also hit by an energy industry downturn. The effects of both these crises have touched nearly every sector and revealed the factors that are essential to effectively managing through economic recovery. In a time of extreme challenges, two areas — human talent and technology — are now more important and intertwined than ever.

Earlier this year, Deloitte released its 2020 Global Human Capital Trends report, "The social enterprise at work: Paradox as a path forward," which addresses the intricacies of this issue. The survey was conducted before the pandemic took hold only to see its findings on the future of work play out in real time as companies respond to COVID-19 and the economic toll it's taking.

The rise of the superteam

Despite some dramatic predictions about machines replacing humans, many organizations, including oil and gas companies, are looking to integrate artificial intelligence into teams of people. These "superteams" of human talent and AI may enable organizations to reinvent themselves to create new value and meaning. For organizations that still view AI mainly as an automation tool to reduce costs, connecting AI initiatives with efforts to craft more effective teams is a first step toward enabling humans and machines to work together in new, more productive ways.

In the report, 60 percent of respondents said their organizations are currently using AI to assist, rather than to replace, workers. An additional 58 percent explained that they are using it to improve consistency and quality because superteams can allow organizations to both transform the nature of their output and create worker capacity. Furthermore, 66 percent of respondents believed that the number of jobs would either stay the same or increase as a result of AI's use in the next three years.

Drilling down on the energy sector

As the oil and gas industry reels from the dual effects of a global health crisis and oil price shocks, most organizations are focused on recovery, but forward-looking companies are devising strategies for better integrating technology into their operations.

The value of superteams is clear: they offer the promise of enabling organizations to reinvent themselves while giving employees the potential to further their careers by learning sought-after skills. It's no surprise, then, that many oil and gas companies are rethinking how the future of work may play out within their operations. For example, as outlined in Deloitte's Tech Trends 2020 report, a growing cohort of AI-powered solutions is increasing the need for technology that understands and responds to humans. This might take shape via a field worker being equipped with digital tools to provide real-time support for maintenance and upgrades. Augmented reality applications could offer the employee context-based instructions and the ability to connect with remote workers for live support.

This is just one example of how superteams can transform the sector; there are many other ways that humans and technology can work together to drive organizational value.

Working together to shape the new normal

As the future of work rapidly evolves amidst the world's "new normal," business leaders are wrestling with an increasing range of challenges. These challenges are especially pronounced at the intersection between humans and technology, where new questions have risen about the impact of emerging technologies on workers and society. Organizations that tackle these issues head-on – changing their perspectives to consider not only "could we" but also "how should we" – will be well-positioned to make the bold choices that drive organizational value.

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Amy Chronis is the Houston managing partner at Deloitte.

Impact Hub Houston has signed a new lease for the Downtown Houston Launch Pad, Rice students re-think dorm design, and more local innovation news. Photo courtesy of The Cannon

Impact Hub Houston has new HQ, HCC creates AI program, and more innovation news

Short stories

Houston's innovation ecosystem has been booming with news, and not all make the news. For this roundup of short stories within Houston innovation, a Houston startup incubator has a new home, a local school creates AI-focused program, Astros manager taps into sports tech, and more.

Impact Hub Houston makes downtown partnership

Impact Hub Houston has a new headquarters in downtown. Photo courtesy of Central Houston

Impact Hub Houston, a nonprofit organization that promotes and accelerates sustainability-focused startups, is resident partner at Downtown Launchpad, according to Central Houston and the Downtown Redevelopment Authority.

The organization now has a 10-year lease and a new headquarters for its team and events. Impact Hub joins two accelerator programs — MassChallenge Texas and gener8tor — which both have a global presence and launched in Houston in the past two years.

"We celebrate Central Houston's vision in launching this 'vertical village' and appreciate their ongoing support in including Impact Hub Houston as a part of it," says Grace Rodriguez, CEO and executive director of Impact Hub Houston, in a news release. "It takes a village to raise an entrepreneur, and now we have that village with the infrastructure and community to raise generations of diverse innovators. It's another exciting step towards our goal to build an authentically inclusive and equitable entrepreneurial ecosystem that looks like Houston and works for all in our region."

HCC introduces artificial intelligence program

Data science startup based in Houston focus on neuroscience software nabs $3.78M grant

A local college system is training the future AI workforce. Getty Images

Houston Community College is the first community college in the state to introduce a new program focused on artificial intelligence. The new Associate of Applied Science degree program has been approved by Southern Association of Colleges and Schools Commission on Colleges, according to a press release from HCC, and is available for the fall 2020 semester at HCC Southwest, HCC Northeast and HCC Southeast.

"It is the latest of HCC's ongoing efforts to embrace new technologies and keep a pulse on the ever-changing needs of the industry," HCC Chancellor Cesar Maldonado says in the release. "Offering an innovative program like AI will allow our students to take advantage of all the accelerated job openings in Houston, in Texas and beyond."

The new program exists to fill the rising need for AI professionals. Last year, the job site indeed.com identified machine learning engineers at the top of its annual list of the 25 best jobs, citing a 344 percent increase in job postings from 2015 to 2018 with an annual base salary of $146,000.

"Because of a dire shortage of AI specialists, many companies are offering big salaries," says G. Brown, Ph.D., program coordinator of Networking and Telecommunications at HCC Southwest, in the release. "AI specialists are in high demand by companies like Microsoft, Apple and Amazon, as well as NASA and SpaceX."

Rice project re-envisions dorm layouts

The dorm design created socially-distant spaces that can be used in times of a pandemic. Photo via rice.edu

Two Rice University students received top marks in the 2020 American Institute of Architects Houston (AIAH) Gulf Coast Green Student Competition for their pandemic-proof dorm design. Carrie Li and Mai Okimoto, both 2022 Rice master's of architecture students, won first place in the competition that challenged students to design a dorm for the University of Houston-Downtown that would adhere to the Centers for Disease Control's social distancing guidelines.

"Carrie and Mai's timely and innovative proposal is beautifully conceived, highly resolved and elegantly presented," says interim dean, John J. Casbarian, in a news release. "I am particularly struck by how seamlessly it addresses the pressing issues of flooding, natural ventilation and social distancing, and how well sited it is in relation to UHD while mitigating the adversity of the freeway expansion.The competition consisted of eight teams from Texas and Louisiana which presented to judges from Kirksey, PDR Corporation, Gensler, Walter P Moore and UH-D. Li and Okimoto's project features 432 units across three villages and even factored in the area's flooding challenges.

"[Our design] aims to: allow social interaction to happen on different scales, from the one-on-one connection to larger scale gatherings; provide the users with safe but varied circulation paths, through which natural ventilation also occurs; treat dining as a key socializing program; and address the site's flooding risks and impacts of the I-45 corridor expansion," Li says in the release.

City of Houston passes small business-focused economic relief initiative

A new program from the city of Houston is helping to provide funds for businesses affected by COVID-19. Getty Images

Last week, Mayor Sylvester Turner and the Houston City Council passed the city's Small Business Economic Relief Program, funded with $15 million of the City's allocated CARES Act 2020 funds. Small businesses can apply for up to $50,000 and the grant can be used for payroll, accounts payable, rent, mortgage, PPE for employees, marketing strategies, including creating an online presence and other sales alternatives.

"We know small businesses throughout Houston have suffered greatly due to the global pandemic, and it could take months or years before the business climate returns to normal," says Mayor Sylvester Turner in a news release. "I thank Vice Mayor Pro-Tem Martha Castex Tatum and other council members for bringing this program forward. We are working on other relief packages that will keep us Houston Strong as we navigate the public health crisis."

The program will be administered by Houston's Office of Business Opportunity and the Houston Business Development Inc.

To qualify for the SBERP, businesses must be located in Houston, have been in business for at least one year, provide evidence for revenue decrease due to COVID-19-caused closures, have less than $2 million in gross annual revenue pre-COVID-19, be in good standing with the city, and commit to complete technical assistance.

"The SBERP will help all sizes of small businesses move one step closer toward financial recovery. This program is intended to maximize the long-term, positive impact of these small businesses on our local economy through their contribution to job retention and the continued availability of their services," says Marsha Murray, director for the Office of Business Opportunity, in the release. "If our local small businesses did not qualify for other federal or local programs, or did not receive enough funds to mitigate the impact of the crisis, we encourage them to apply for this program."

Astros manager joins venture capital firm

Not only is Dusty Baker at the helm of the 2017 World Series-winning Astros, but he's also a founding partner of a sports-focused venture capital firm. Getty Images

The Houston Astros manager, Dusty Baker, is a founding partner of a new venture capital firm focused on sports tech and innovation. New York-based Turn2 Equity Partners is a new fund is beginning with a focus on amateur and professional baseball markets.

"For decades, baseball players, managers and executives have lended their credibility to brands as endorsers," Baker says in a press release. "With the establishment of Turn2 Equity, for the first time, faces of the game have the opportunity to own and influence people at all levels."

Co-founded by sports venture capitalists Jarett Sims and Peter Stein, the firm's team also includes Jim Duquette, New York Mets general manager; Bobby Evans, who was formerly with the San Francisco Giants as general manager; and John Haegele, the former CEO of Van Wagner Sports & Entertainment.

GotSpot Inc. places at veterans competition

A Houston startup that's using technology to optimize short-term real estate space took home a prize in a virtual pitch competition. Image via LinkedIn

Houston-based GotSpot Inc. has claimed another pitching competition prize for veteran-owned businesses. Reda Hicks, founder of the Houston startup, received third place and $10,000 at the Ford Fund Virtual Pitch Competition last month. Memphis-based Pure Light Clean Air Services took first place and $15,000 and Raleigh, North Carolina-based Blue Recruit won second place and $10,000.

"The experiences, teamwork and skills learned in service of our country can serve as a solid foundation for these men and women as they build sustainable businesses," says Yisel Cabrera, manager of the Ford Motor Company Fund, in a news release. "We're proud to work with Bunker Labs to assist these inspiring entrepreneurs as they pursue new roads to success."

Calling all energy startups

Upstream startups can submit to a new virtual pitch competition. Photo via atce.org

The Society of Petroleum Engineers is calling for applications from energy startups to compete in a virtual pitch competition. Applications for the ATCE Startup Village, which is a collaboration between SPE and the Rice Alliance for Technology and Entrepreneurship, are live online and due by August 14. The competition will take place Tuesday, October 13.

The competition is free to compete and to apply, and open to early stage upstream technology companies. Each company selected to present will have 5 to 8 minutes to provide a "quick pitch" about their company to a group of venture capitalists, angel investors, and industry leaders. Judging will be based on innovative technology, commercial strategy and business plan, market potential, and management team and advisers.

We're living in the age of machine learning and artificial intelligence. Miguel Tovar/University of Houston

Now is the time to expand machine learning, says Houston researcher

Houston voices

One might not expect the game of checkers to have anything to do with artificial intelligence, but the game really marked the beginning of machine learning in 1959. Pioneered by an MIT professor named Arthur Lee Samuel, it was discovered that teaching a simple strategy game to a computer is not so simple when every move needs to be anticipated.

Smart machines Additionally, in a Forbes article about the difference between artificial intelligence and machine learning, Bernard Marr comments, "Artificial Intelligence is the broader concept of machines being able to carry out tasks in a way that we would consider 'smart'. And, machine learning is a current application of AI based around the idea that we should really just be able to give machines access to data and let them learn for themselves."

That's the premise of many a movie involving computers which become sentient, but is it really science fiction anymore?

Meet the new boss

Teaching a computer to think like a human is advantageous and includes the added bonus of increased speed. Computers aren't biased, either — which is why huge corporations, such as Unilever, use computers to thin out their first wave of applicants. You actually interview with a bot when you begin the employment process there.

Cause and effect AI and ML are often used in cybersecurity efforts — at least one would suppose. But in Security magazine, Jordan Mauriello writes: "AI/ML cannot do causation." That means artificial intelligence cannot, at this point in time, tell you why something happened. The why? is best left to experts who deal with game theory and other ways of determining how to defend against hypothetical attacks.

Get in on the ground floor

The field is growing and students at colleges across the country are beginning to train for careers in it in droves.

"America's top colleges are ramping up their research efforts and developing concentrations for their computer science degree programs to accommodate this high-tech field," writes Great Value Colleges on their blog. It looks as though this discipline is on an upward trajectory and shows no sign of slowing down.

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This article originally appeared on the University of Houston's The Big Idea. Sarah Hill, the author of this piece, is the communications manager for the UH Division of Research.

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These are the events to attend each day during the Houston Tech Rodeo 2021

where to be

For the second year, Houston Exponential has tapped into the Houston innovation ecosystem to coordinate a week of events to speak to the city's startups, investors, and startup development organizations.

Houston Tech Rodeo will feature over 160 events between May 16 to 23 both online and all across town. From panels and meetups to office hours and pitch events, there's a lot to navigate in the second annual week. For a complete list of Tech Rodeo events (most of which are free), head to the website.

Here are the events you should make sure not to miss. (InnovationMap is a partner for the event.)

Note: You must register for HTR to be able to register for each event. For that reason, the event pages aren't linked directly. Find the information for each event through the HTR event website under the agenda tab, then sort by the day to find the specific event.

Monday: Gettin' in the Game with Master P: A Fireside Chat

The second annual Houston Tech Rodeo kicks off with hip-hop mogul, actor, producer, entrepreneur, and philanthropist, Percy (Master P) Miller on Monday, May 17, at 8 pm. "Gettin' In the Game with Master P" will be an exclusive fireside chat with the legend himself, interviewed by A-List Angels author and former Forbes editor, Zack O'Malley Greenburg. Hear about Master P's journey going from an international rap artist to a CEO, avid investor, and founder of Nemesis RR-- adding diversity in the automotive industry and empowering a culture of dreamers.