Human-tissue printing technology, blockchain networks, health care solutions, game-changing software — all this innovation and more is coming out of Houston startups. Courtesy photos

Thousands of startups call Houston home. According to the Greater Houston Partnership's data, the Houston area added 11,700 firms between 2013 to 2018. And, if you consider Crunchbase's tally, at the end of 2018, Houston had over 1,400 tech startups on the investment tracking website's radar.

This past year, InnovationMap featured profiles on dozens of these Houston startups — from blockchain and software companies to startups with solutions in health care and oil and gas. Here are 10 that stood out throughout 2019.

Topl — a blockchain startup connecting every step of the way

Houston-based Topl can track almost anything using its blockchain technology. Getty Images

For Topl, 2019 was a year of laying the groundwork. In a January 2019 article on InnovationMap, Kim Raath, president of the Houston-based blockchain company, explained that Topl's mission originated out of the fact that 60 percent of the world lives on $10 a day — and it's in the poorest regions of the world where it's the hardest to get funding for a new business.

Raath says that in her experience backpacking and volunteering all around the world she learned that banks are too overwhelmed to evaluate these potential businesses. Topl has created a technology where banks can easily generate a report on these entrepreneurs that evaluates and makes a loan or investment recommendation on the business.

"We are a generation that wants a story," she says. "We want an origin, and don't want to be fooled. And, because you might be able to reduce the cost by having this transparency, you might be able to bring down the cost on both sides."

Later that year, the company closed a 20 percent oversubscribed $700,000 seed round. With the money, Topl will be able to grow its platforms, provide better product features, and increase marketing efforts. Topl's customers are drawn to the technology because of the business efficiency the blockchain adds to their supply chain, but they are also excited about how having this technology differentiates them from their competition. Raath says she's interested in growing Topl's ability to do joint marketing campaigns with their customers.

Incentifind — finding green incentives for commercial and residential building

Natalie Goodman founded Incentifind, which connects home builders and commercial developers with green incentives. Courtesy of Incentifind

When asked about the origin story of IncentiFind — a Houston-based startup that connects real estate developers and home builders with green construction incentives — founder Natalie Goodman doesn't mince words.

"We're a complete accident," Goodman tells InnovationMap in an interview in March. "I'm an architect. We didn't set out to have a startup."

IncentiFind's mission is to increase the amount of green developments and construction projects in the U.S. The company is equipped with a massive database of green incentives that are offered by utility, county, city, state and federal agencies. Many home builders or commercial developers don't take advantage of green incentives because they're simply not aware of them, Goodman says. Commercial developers can expect to spend around $1,500 with IncentiFind, while homeowners can expect to spend between $50 and $150.

Lazarus 3D — 3D printed organs to better train surgeons

Lazarus 3D is using 3D printing to help advance surgeons' skills. Photo via laz3d.com

It's pretty standard for surgeons in training to practice complicated surgeries on produce — slicing bananas open and sewing grapes back together. But for a pair of Baylor College of Medicine-educated doctors, that didn't seem like sufficient prep for working with living bodies; fruit surgery was not fruitful enough. In 2014, Drs. Jacques Zaneveld and Smriti Agrawal Zaneveld founded Lazarus3D to build a better training model — and layer by layer, they created models of abs and ribs and even hearts with a 3D printer.

"We adapted pre-existing 3D printing technology in a novel proprietary way that allows us to, overnight, build soft, silicone or hydrogel models of human anatomy," Jacques, who serves as CEO, tells InnovationMap in July. "They can be treated just like real tissue."

This year, the company grew to seven people and aims to expand even more to add to its sales and manufacturing teams. Having been funded mostly by friends and family investors, Lazarus3D plans enter its first equity round to raise $6 million, InnovationMap reported last summer.

Mental Health Match — connecting people to the right therapists

Ryan Schwartz realized online dating was easier than finding a therapist. He created a tool to change that. Courtesy of Mental Health Match

Nearly five years ago, Ryan Schwartz sat in a coffee shop in crisis mode. His mother had just died suddenly and he was struggling to find an appropriate therapist. Across the table, his friend sat making a profile on a dating app. Quickly, her endeavor was complete and she was ready to swipe right, but Schwartz was still on the hunt for mental help.

"In two minutes she could have a profile matching her with a partner potentially for the rest of her life and I was sitting there for hours and hours trying to find a therapist," he told InnovationMap in June. "I thought it should be easier to find a therapist than a life partner. That's what sent me on my journey."

That journey reached a watershed last month when Schwartz launched Mental Health Match, a website designed to pair patients with their ideal therapist. The idea gained traction as Schwartz described it to people he met and found that many said they had experienced similar difficulties in finding the right practitioner for their needs.

Grab — making ordering food at the airport easier

Houston-based Grab makes it so you're waiting in one less line at the airport. Getty Images

Most airport lines are unavoidable, but a Houston startup has cut out at least some of those lines with its mobile ordering app. Houston-based software company Grab was founded by Mark Bergsrud in 2015, who worked in senior leadership roles for almost 20 years at Continental Airlines and then United Airlines, following the merger. For Bergsrud, Grab feels like another major mobile game changer the industry experienced.

"I spent many years thinking about the travel experience and how to make it better and faster," Bergsrud told InnovationMap in July. "This feels like how mobile check in felt. There was a problem customers didn't know they had — check in wasn't that difficult anyway, but to be able to have that control, people love it."

Grab now has a presence in over 37 airports around the world, including Dallas and Austin though, ironically, not yet either of Houston's airports. Expansion is in the works for Grab, which closed a multimillion-dollar Series A round this year — London-based Collinson Group was the sole contributor.

NurseDash — An app that connects nurses to shifts

Houston-based NurseDash is the Uber of staffing nursing shifts in medical facilities. Photo via nursedash.com

Across the country, medical facilities are short on nurses. Agencies play a role in matchmaking nurses to open shifts, but agencies charge a high percentage for placement and lack transparency, says Andy Chen, former CFO for Nobilis Health Corporation. That's why he and Jakob Kohl created their app, NurseDash in 2017. The project manager for the app is in New York, but official headquarters in Houston's Galleria area, where a staff of five works with the team spread out around the world.

Since its debut, NurseDash has attracted 40 facilities in Houston, InnovationMap reported in May, including hospitals, surgery centers, and senior living, and about 400 nurses. Chen says he isn't sure just what to call his technology yet, but compares it to the ride hailing of Uber or Lyft and calls it "a virtual bulletin board."

Syzygy — hydrogen cells battery to minimize natural gas

Trevor Best, CEO of Syzygy Plasmonics, walked away from EarthX $100,000 richer. Photo via LinkedIn

A Houston technology company is doing something that, for many decades, wasn't thought to be possible. Syzygy Plasmonics is creating a hydrogen fuel cell technology that produces a cheaper source of energy that releases fewer carbon emissions. The hydrogen-fueled technology originated out of research done over two decades by two Rice University professors, Naomi Halas and Peter Nordlander.

Syzygy's technology, CEO Trevor Best told InnovationMap in August, is structured more like a battery than that of a combustion engine. Inside the technology, there are cells, lights, and mirrors making as bright as possible, which then spurs a reaction that creates energy. It has the potential to be cheaper — it's made with cheaper materials — and, of course, cleaner than traditional fueling technology with fewer carbon emissions released.

This new photocatalytic chemical reactor has the potential to shake up the industrial gas, chemical, and energy industries — something that hasn't gone unnoticed by investors. Syzygy just closed a $5.8 million Series A round, and the funds will allow for Syzygy to continue to develop its technology and grow its team. Best tells InnovationMap that he expects to launch a full-size pilot by the end of 2020 and is already in talks with potential clients who are interested in the technology for industrial purposes.

Volumetric — 3D printed human tissue

Houston researchers are commercializing their organ 3D printing technology. Jordan Miller/Rice University

There may come a time when you or someone you love is in need of a new pair of lungs. Or perhaps it's a liver. It's not a scenario anyone dreams of, but thanks to Houston company Volumetric, you may never end up on a waiting list. Instead, that organ is made to order and 3D printed using a mix of medical plastics and human cells.

And this possibility isn't necessarily in the distant future. On the cover of the May 3 issue of the journal Science, is a contraption that looks a bit like a futuristic beehive. It's a working air sac complete with blood vessels, the beginnings of a technology that is perhaps only a decade from being implanted in humans. And it was crafted on a 3D printer in Jordan Miller's lab at Rice University. Miller and his bioengineering graduate student Bagrat Grigoryan are primed to profit from their inventions.

In 2018, they started Volumetric Inc., a company that sells both the hydrogel solutions used for printing organs like theirs and the printers themselves. Touring Miller's lab in the Houston Medical Center is a visual timeline of his team's progress designing printers. The version being manufactured is a slick little number, small enough to fit under chemical exhaust hoods, but fitted with everything necessary to print living tissues. It's made and sold in cooperation with CellInk, a larger bioprinting company.

"Our technology is based on projection," Miller told InnovationMap in May. Specifically, it's stereolithography, a type of 3D printing that produces the finished product layer-by-layer. Shining colored light of the right intensity turns the polymers into a solid gel.

Voyager — Email-less communication tool for maritime shipping

Voyager, a Houston SaaS company, has received fresh funds to develop its bulk shipping software. Tom Fisk/Pexels

Houston software startup Voyager is making waves in its quest to improve efficiency — and stem billions of dollars in losses — in the maritime bulk-shipping business. Now, it's got some fresh capital to help it achieve that mission.

InnovationMap reported in August that Houston-based Voyager revealed it secured $1.5 million in seed funding from four investors from around the world: Austin-based ATX Venture Partners, Houston- and California-based Blue Bear Capital, New York City-based GreenHawk Capital, and Oman-based Phaze Ventures. Previous investors include Boulder, Colorado-based Techstars and Spring-based Knightsgate Ventures.

With its software-as-a-service offering, Voyager aims to modernize the workflows of operators in the maritime bulk-commodities industry. The company says its technology will become more vital as autonomous shipping and internet- and Internet of Things-enabled cargo vessels grow in popularity. Voyager's technology enables all communication tied to a shipment to be handled via its web dashboard and app, essentially creating a one-stop shop for people who need to track messages about maritime bulk shipments.

"With Voyager, what it allows companies to do is essentially have all of those counter parties working together in a shared environment to manage the voyage together — entirely email free," Matthew Costello, CEO, tells InnovationMap in December.

Galen Data — cloud-based platform for connecting medical devices to the internet

Houston-based Galen Data is growing its clientbase and just formed two new partnerships with medical device companies. Photo via galendata.com

Educated as an engineer, Chris DuPont has stepped outside his professional comfort zone to generate funding for his Houston-based startup, Galen Data Inc. DuPont's pool of technical contacts in Houston is "wide and deep," he says, but his pool of financial contacts had been shallow.

Overcoming obstacles in Houston's business waters, DuPont has raised two rounds of angel funding — he declines to say how much — that have enabled Galen Data to develop and market its cloud-based platform for connecting medical devices to the internet, including pacemakers and glucose monitors. DuPont is the startup's co-founder and CEO.

Galen Data's patent-pending technology lets medical device manufacturers tailor the cloud-based software to their unique needs. DuPont says his company's software is geared toward medical devices that are outside, not inside, hospitals and other healthcare facilities. He declines to divulge how many customers the startup has.

Hatched within Houston-based Tietronix Software Inc., DuPont's previous employer, Galen Data launched in 2016 but didn't roll out its first product until 2018. Galen Data's emergence comes as the market for internet-connected mobile health apps keeps growing. One forecast envisions the global space for mobile health exceeding $94 billion by 2023.

"We want to be at the forefront of that technology curve," DuPont tells InnovationMap in May. "We might be six months early, we might be a year early, but it's starting to happen."

Airports, spaceports, and carports — these three Houston innovators represent the city's future. Courtesy photos

3 Houston innovators to know this week

Who's who

This week's Houston innovators to keep an eye on are working on technologies that are true testaments to the day and age we live in. From commercial space travel to a product that protects vehicles from floodwaters that are more and more frequent, these entrepreneurs are providing solutions to problems no one even dreamed of having a few decades ago.

Mark Bergsrud, co-founder and CEO of Grab

Courtesy of Grab

For over 20 years, Mark Bergsrud worked at the intersection of travel and technology — first at Continental Airlines, then at United Airlines following the merger, and now for himself as the co-founder of Grab, a Houston startup that's making grabbing a bite at the airport way easier.

Grab's technology digitizes and optimizes the airport dining experience — from ordering pickup remotely ahead of time to kiosks or table tablet ordering. The company, which has operations in 37 airports, just closed a multimillion-dollar Series A fundraising round to help continue its growth.

"We've called ourselves a startup for a long time, and now we think of ourselves as more of a scale-up company," Bergsrud says. "Now it's about having the money to scale faster."

Read more about the company by clicking here.

Rahel Abraham, founder of ClimaGuard

Courtesy of ClimaGuard

For inventors, you can usually pinpoint a particular "eureka" moment. For Rahel Abraham, it was seeing her 2008 Infiniti G35 completely totaled by the rain waters of Hurricane Harvey. She knew there had to be some way to protect cars and valuables from flooding, so she invented ClimaGuard's Temporary Protective Enclosure.

Abraham, who was selected for the 12-week DivInc accelerator program in Austin for her company, wants to make the product available to everyone.

"My goal is not to make it to where it's an exclusive product — available only to those who can afford it — but I want to be able to help those who it would make even more of an economic impact for," Abraham says.

Read more about the company by clicking here.

Arturo Machuca, general manager of Ellington Airport and the Houston Spaceport

Arturo Machuca

Courtesy of the Houston Airport System

Arturo Machuca is playing a waiting game. Various companies are developing commercial spaceflight and — whether that technology delivers in two years or 10 years, Machuca wants Houston to be ready. Ellington Airport and the Houston Spaceport are being developed throughout a multiphase, multimillion-dollar process, while also serving as an active airport.

"We use what we already have at Ellington Airport," Machuca tells InnovationMap. "We're serving aviation today until commercial spaceflight gets here."

Read the full interview by clicking here.

Houston-based Grab makes it so you're waiting in one less line at the airport. Getty Images

Houston-based travel software company closes multimillion-dollar Series A and plans growth

Just plane convenient

When you fly, you can definitely rely on the fact that you're going to encounter two things: long airport walks and even longer airport lines. This Houston startup is ensuring that you have less of both of those.

Grab is a mobile software company that's designed an app where travelers can see what eateries they are going to pass in their airport visit and order their meal from their phone. The company has also expanded on their technology to include restaurant kiosks and mobile ordering from the table.

Grab was founded by Mark Bergsrud, who worked in senior leadership roles for almost 20 years at Continental Airlines and then United Airlines, following the merger. For Bergsrud, Grab feels like another major mobile game changer the industry experienced.

"I spent many years thinking about the travel experience and how to make it better and faster," Bergsrud says. "This feels like how mobile check in felt. There was a problem customers didn't know they had — check in wasn't that difficult anyway, but to be able to have that control, people love it."

Grab launched in the Atlanta airport in 2015 and now has a presence in 37 airports around the world, including Dallas and Austin though, ironically, not yet either of Houston's airports. Expansion is in the works, says Bergsrud.

"Our strategy is to build a ubiquitous network of partners, marketplace, and restaurants at all major airports," he says.

Also included in Grab's growth plans is to white label the software to include it in existing travel apps, like airline apps. Grab is already integrated into the American Airlines app.

"We don't want customers to have to work hard to figure out they can take advantage of this," Bergsrud says.

Grab, which has grown to a team of 20 people based in Headquarters in EaDo, has new resources to continue its growth. London-based Collinson Group was the sole contributor to Grab's multimillion-dollar Series A round, which closed last week. Along with financial support, the company, which is best known for its Priority Pass lounge membership program, also offers a huge network of partners and years of travel experience.

"We've called ourselves a startup for a long time, and now we think of ourselves as more of a scale-up company," Bergsrud says. "Now it's about having the money to scale faster."

As for where Grab will be scaling, Bergsrud says they are focused on the top 30 airports based on enplanements — including Hobby Airport and George Bush Intercontinental Airport — as well as creating more partnerships with airlines.

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Where to work: These 2024 Houston Innovation Awards finalists are hiring

growing biz

About a third of this year's startup finalists for the Houston Innovation Awards are hiring — from contract positions all the way up to senior-level roles.

The finalists, announced last week, range from the medical to energy to AI-related startups and will be celebrated next month on Thursday, November 14, at the Houston Innovation Awards at TMC Helix Park. Over 50 finalists will be recognized for their achievements across 13 categories, which includes the 2024 Trailblazer Legacy Awards that were announced earlier this month.

Click here to secure your tickets to see which growing startups win.

Let's take a look at where you could land a job at one of Houston's top startups.

Double-digit growth

When submitting their applications for the 2024 Houston Innovation Awards, every startup was asked if it was hiring. Four Houston startups replied that they are growing their teams rapidly.

Houston e-commerce startup Cart.com, one of the city's few $1 billion-plus “unicorns," reported that it is hiring approximately 50 new employees. The company, which focuses on commerce and logistics software development, secured $105 million in debt refinancing from investment manager BlackRock this summer following a $25 million series C extension round that brought Cart.com’s Series C total to $85 million. It currently has about 1,500 employees and 4 offices in three companies since it was founded in 2020, according to its website.

Houston energy tech company Enovate Ai (previously known as Enovate Upstream) reported that it is hiring 10-plus positions. The company, with 35 current employees, helps automate business and operational processes for decarbonization and energy optimization. Its CEO and founder, Camilo Mejia, sat down for an interview with InnovationMap in 2020. Click here to read the Q&A.

Square Robot is hiring about 10 new Houston employees and 15 total between Houston and other markets, according to its application. The advanced robotics company was founded in Boston in 2016 and opened its Houston office in August 2019. It develops submersible robots for the energy industry, specifically for storage tank inspections and eliminating the need for humans to enter dangerous and toxic environments. Last year it reported to be hiring 10 to 30 employees as well, ahead of the 2023 Houston Innovators Award. It currently has 25 Houston employees and about 50 nationally.

InnoVent Renewables LLC is also hiring 15 new employees to be based in Mexico. The company launched last year with its proprietary continuous pyrolysis technology that can convert waste tires, plastics, and biomass into fuels and chemicals. The company scaled up in 2022 and has operations in Pune, India, and Monterrey, Mexico, with plans for aggressive growth across North America and Latin America. It has 20 employees in Mexico and one in Houston currently.

Senior roles

Geothermal energy startup Sage Geosystems reported that it is looking to fill two senior roles in the company. It also said it anticipates further staff growth after its first commercial energy storage facility is commissioned at the end of the year in the San Antonio metro area. The company also recently expanded its partnership with the United States Department of Defense's Defense Innovation Unit and announced this month that it was selected to conduct geothermal project development initiatives at Naval Air Station in Corpus Christi. It has 12 full-time employees, according to its application.

Steady growth

Other companies reported that they are hiring a handful of new workers, which for some will increase headcount by about 50 percent to 100 percent.

Allterum Therapeutics reported that it is adding six employees to its current team of 13. The biopharmaceutical company that is under the Fannin Partners portfolio of med tech companies was awarded a $12 million product development grant from the Cancer Prevention and Research Institute of Texas this spring.

Dauntless XR will add between five and eight employees, according to its application. It currently has four employees. The augmented reality software company, originally founded as Future Sight AR in 2018, recently secured a NASA contract for space weather technology after rebranding and pivoting. The company's CEO, Lori-Lee Elliott, recently sat down with the Houston Innovators Podcast. Click here to hear the interview.

Syzygy Plasmonics is hiring four positions to add to its team of 120. The company was named to Fast Company's energy innovation list earlier this year.

Venus Aerospace is adding five to 10 key hires to its team of 72. Andrew Duggleby founded the company with his wife and CEO Sassie in 2020, before relocating to the Houston Spaceport in 2021. Last year, Venus raised a $20 million series A round, and it successfully ran the first long-duration engine test of their Rotating Detonation Rocket Engine in partnership with the Defense Advanced Research Projects Agency, or DARPA, earlier this year.

​Seeking selectively

Other finalists are adding to their teams with a handful of new hires of contract gigs.

​Future roles

Other finalists reported that they are currently not hiring, but had plans to in the near future.

NanoTech Materials Inc., which recently moved to a new facility, is not currently. Hiring but said it plans with new funding during its series B.

Renewable energy startup CLS Wind is not hiring at this time but reported that it plans to when the company closes funding in late 2024.

Houston-area researchers score $1.5M grant to develop storm response tech platform

fresh funding

Researchers from Rice University have secured a $1.5 million grant from the National Science Foundation to continue their work on improving safety and resiliency of coastal communities plagued by flooding and hazardous weather.

The Rice team of engineers and collaborators includes Jamie Padgett, Ben Hu, and Avantika Gori along with David Retchless at Texas A&M University at Galveston. The researchers are working in collaboration with the Severe Storm Prediction, Education and Evacuation from Disasters (SSPEED) Center and the Ken Kennedy Institute at Rice and A&M-Galveston’s Institute for a Disaster Resilient Texas.

Together, the team is developing and hopes to deploy “Open-Source Situational Awareness Framework for Equitable Multi-Hazard Impact Sensing using Responsible AI,” or OpenSafe.AI, a new platform that utilizes AI, data, and hazard and resilience models "to provide timely, reliable and equitable insights to emergency response organizations and communities before, during and after tropical cyclones and coastal storm events," reads a news release from Rice.

“Our goal with this project is to enable communities to better prepare for and navigate severe weather by providing better estimates of what is actually happening or might happen within the next hours or days,” Padgett, Rice’s Stanley C. Moore Professor in Engineering and chair of the Department of Civil and Environmental Engineering, says in the release. “OpenSafe.AI will take into account multiple hazards such as high-speed winds, storm surge and compound flooding and forecast their potential impact on the built environment such as transportation infrastructure performance or hazardous material spills triggered by severe storms.”

OpenSafe.AI platform will be developed to support decision makers before, during, and after a storm.

“By combining cutting-edge AI with a deep understanding of the needs of emergency responders, we aim to provide accurate, real-time information that will enable better decision-making in the face of disasters,” adds Hu, associate professor of computer science at Rice.

In the long term, OpenSafe.AI hopes to explore how the system can be applied to and scaled in other regions in need of equitable resilience to climate-driven hazards.

“Our goal is not only to develop a powerful tool for emergency response agencies along the coast but to ensure that all communities ⎯ especially the ones most vulnerable to storm-induced damage ⎯ can rely on this technology to better respond to and recover from the devastating effects of coastal storms,” adds Gori, assistant professor of civil and environmental engineering at Rice.

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This article originally ran on EnergyCapital.

3+ Houston innovators to know this week

who's who

Editor's note: Every week, I introduce you to a handful of Houston innovators to know recently making headlines with news of innovative technology, investment activity, and more. This week's batch includes a drone tech startup founder, biotech investor, and health care innovator.

Divyaditya Shrivastava, co-founder of Paladin

Paladin’s AI-enhanced autonomous drones help public safety agencies, such as police and fire departments, respond to 911 calls. Photo via LinkedIn

Houston-based Paladin, whose remotely controlled drones help first responders react quickly to emergencies, has collected $5.2 million in seed funding.

Gradient, a seed fund that backs AI-oriented startups, led the round. Also participating were Toyota Ventures, the early-stage VC arm of Japanese automaker Toyota; venture capital firm Khosla Ventures; and VC fund 1517. The company was co-founded by Divyaditya Shrivastava and Trevor Pennypacker.

Among the agencies that have tried out Paladin’s technology is the Houston area’s Memorial Villages Police Department. The department participated in a three-month Paladin pilot project in 2019. Read more.

Veronica Breckenridge (née Wu), founder of First Bight Ventures

Veronica Breckenridge, founder of First Bight VenturesInvestor advocates now is the time to position Houston as a leading biomanufacturing hub

Veronica Breckenridge is the founder of First Bight Ventures, which just celebrated three portfolio companies. Photo courtesy

Three portfolio companies of Houston venture capital firm First Bight Ventures have received a combined $5.25 million from the U.S. Defense Department’s Distributed Bioindustrial Manufacturing Program.

“The allocation of funds by the federal government will be critical in helping grow biomanufacturing capacity,” Veronica Breckenridge (née Wu), founder of First Bight, says in a news release. “We are very proud to represent three dynamic companies that are awardees of this competitive and widely praised program.” Read more.

Sunil Sheth, associate professor in the Department of Neurology at McGovern Medical School at UTHealth Houston

UTHealth Houston has secured millions in grant funding — plus has reached a new milestone for one of its projects. Photo via utsystem.edu

UTHealth recently received a grant that will improve the odds for patients who have had a stroke with the successful re-opening of a blocked vessel through endovascular surgery. The $2.5 million grant from the National Institute of Neurological Disorders and Stroke, part of the National Institutes of Health, will fund a five-year study that will include the creation of a machine-learning program that will be able to predict which stroke patients with large blood vessel blockages will benefit most from endovascular therapy.

The investigators will form a database of imaging and outcomes of patients whose blockages were successfully opened, called reperfusion, from three U.S. hospitals. This will allow them to identify clinical and imaging-based predictors of damage in the brain after reperfusion. From there, the deep-learning model will help clinicians to know which patients might go against the tenet that the sooner you treat a patient, the better.

“This is shaking our core of deciding who we treat, and when, and how, but also, how we are evaluating them? Our current methods of determining benefit with imaging are not good enough,” says principal investigator and associate professor in the Department of Neurology at McGovern Medical School at UTHealth Houston, Sunil Sheth. Read more.

Top innovators: 2024 Houston Innovation Awards finalists revealed

Here's what Houston startups and innovators will be honored at the Houston Innovation Awards on November 14. Graphic via Gow Media

After nearly 300 nominations, InnovationMap and its group of judges are ready to reveal the finalists for this year's Houston Innovation Awards.

Taking place on Thursday, November 14, the Houston Innovation Awards celebrates all of Houston's innovation ecosystem — startups, entrepreneurs, investors, mentors, and more. Over 50 finalists will be recognized in particular for their achievements across 13 categories, which includes the 2024 Trailblazer Legacy Awards that were announced earlier this month.

Click here to see the 2024 Houston Innovation Awards finalists.