Companies that intentionally focus on their employees’ mental well-being will reap the benefits of a happier, healthier workforce. Photo via Getty Images

Conversations surrounding mental health have come to the forefront of business and is an imperative aspect that cannot be ignored by business leaders.

Approximately 20 percent of Americans, which is 50 million people (about twice the population of Texas), are experiencing a mental illness, 15 percent of Americans had a substance use disorder in the past year and nearly 5 percent, over 12.1 million adults, reported serious thoughts of suicide (Mental Health America). Notably, certain professions, such as construction, exhibit higher suicide rates, (CDC). With these staggering numbers, the foundation of workplace safety extends beyond physical well-being to encompass psychological health.

The landscape has undergone a transformation, stemming from the pandemic, and the stigma of mental health concerns and seeking help has loosened. Recognizing that September is Suicide Prevention Month, below are three ways businesses of every size can actively support the mental well-being of their employees.

Be Open

Long hours, physical strain and financial pressures can take a toll on employees. Many people are apprehensive to talk about mental health issues and feel it may show a sign of weakness.

Helping employees move mental health topics into everyday conversation begins with open communication. When leadership and managers listen to employees, they create an outlet for them to freely discuss their experiences and act if needed. Leadership sets the tone, and when leaders openly discuss mental health, it creates a ripple effect that encourages employees to feel more comfortable sharing their own experiences. By taking the lead in breaking the silence, leaders play a crucial role in dismantling the stigma surrounding mental health issues, fostering a workplace culture where open conversations and support are not just welcomed but embraced.

At Skanska in Houston and North Texas, we have gone as far as providing mental health first aid courses, which we call our “green sticker” program. Those who are willing to go through the training on how to talk with colleagues who may need to discuss challenges are given a green sticker to wear on their hard hat. This signifies to everyone on a job site that they are trained to discuss mental health issues and life’s challenges. In turn, these first aiders can direct them to the right resources for more in-depth assistance. Doing a simple thing like this helps break the silence and promotes mental well-being on the job site and in the workplace.

Provide Support

Shifting the workplace culture to include more open discussions has an incredible impact on employees. There are also policies companies can establish to make mental health and well-being more actionable. Employers can offer rotating mental health days or offer flexibility, which makes it easier for workers to ask for time off for a doctor’s visit or therapy session.

Also providing benefits like an employee assistance program (EAP), which is an anonymous way employees can seek mental health services or other resources for the root of the problem, such as financial and legal counseling, shows support. Employer-sponsored health screenings promote overall employee wellness, but it is another avenue where employees can address their own mental health and wellbeing in a private setting.

Stay Focused

Mental health and wellbeing concerns are much harder to spot than physical ailments, but they can have dire consequences if they are not addressed. Once the conversations start and the support is in place, it is not a time to become complacent. Leadership and managers need to continue to have regular conversations with their staff, which can help pinpoint when someone is struggling. Regular training for staff, even if they are not a mental health first aider, will help everyone stay vigilant in taking care of their own and watching out for their colleagues’ mental health.

There are numerous stressors in the workplace and when they are coupled with personal stressors, workers can be stretched thin. Companies that intentionally focus on their employees’ mental well-being will reap the benefits of a happier, healthier workforce.

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Dennis Yung is executive vice president and general manager at Skanska, one of the world's leading project development and construction groups, where he oversees building operations for Houston and North Texas.
Proactively engaging in advocating for opportunities within the industry across all job levels is essential to guaranteeing a consistent influx of skilled workers, meeting the growing construction demands of both our state and nation. Photo via Getty Images

Expert: Addressing skilled labor needs in Houston — including the role technology plays

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The construction industry in the U.S. is experiencing a substantial demand for skilled workers. There are over 438,000 job openings, and this demand is projected to increase, aiming to attract over half a million workers to meet the upcoming labor needs.

The urgency is heightened as a significant percentage — more than 40 percent — of the existing workforce is expected to retire within the next eight years.

To top it off, Texas is the fastest growing state with more than nine million new residents between 2000 and 2022. With a growing population, the requirement for robust infrastructure, encompassing various sectors like transportation, health care, education, and residential development, continues to escalate. Encouraging careers in construction among the younger generation becomes vital for everyone, no matter their industry, to meet these demands and bridge the deepening skills gap.

Viable Career Path: Attracting the next wave of construction talent involves dispelling misconceptions about the industry. Many young individuals might not realize the breadth of opportunities available in construction beyond traditional manual labor. I personally gained interest and experience in the industry at a young age before navigating through a few IT careers, and then landed back in construction and worked my way up, which exemplifies the diverse career paths within the industry.

Education and training play a pivotal role in molding the future workforce. Highlighting that formal education isn't the sole path to success, apprenticeships and on-the-job training programs emerge as excellent alternatives, providing hands-on learning experiences while earning a wage. Collaborating with educational institutions and organizations at an early stage can introduce students to the industry's diverse career avenues.

As with every industry, diversity encourages innovation. Business leaders who intentionally recruit from underrepresented groups, including women and minorities, within the industry will reap countless benefits.

Innovative Technologies: Showcasing the innovative and technological aspects of the industry, such as precision tools, drone technology, AI, and virtual reality, underscores the creative and forward-thinking nature of construction careers. The construction industry continues to evolve and become technologically advanced. The need for cutting-edge individuals who possess construction skills with an understanding of technical innovations will transform the industry.

Stability: Highlighting the industry’s stability, competitive compensation, and the promising opportunities for career growth can further attract potential candidates. Advocating for stringent safety measures and emphasizing the importance of sustainable building practices introduces an added layer of social responsibility, capturing the attention of those committed to ensuring a secure work environment.

Ultimately, the collective efforts of the current workforce and today’s business leaders are pivotal in addressing the imminent skills gap that stands to affect us all. Proactively engaging in advocating for opportunities within the industry across all job levels is essential to guaranteeing a consistent influx of skilled workers, meeting the growing construction demands of both our state and nation.

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Randy Pitre serves as the vice president of operations for Skanska USA Building’s North Texas and Houston building operations.

The benefits of construction digital twins, such as improved planning and design, streamlined collaboration, and effective risk management, are transforming how projects are executed. Photo via Getty Images

Why you should consider using construction digital twin tech, according to this Houston expert

GUEST COLUMN

The construction industry is no stranger to embracing technological advancements, and one of the latest breakthroughs is the advent of construction digital twin technology.

Blending the virtual and physical worlds, construction digital twins offer immense potential for enhancing efficiency, reducing costs, and improving decision-making in construction projects.

It is a fascinating and ever-changing world of technology in construction digital twin technology and the following information explores its key components, benefits, and real-world applications in the construction sector.

What is a construction digital twin?

A construction digital twin is a virtual replica of a physical asset, process, or system that integrates real-time data from various sources to provide a holistic and dynamic representation. It encompasses a portion of the entire lifecycle of the project, potentially starting from planning and design into construction, commissioning, and data collection for ongoing maintenance.

The key components of a construction digital twin include the physical asset, sensors, data acquisition systems, connectivity infrastructure, cloud platforms, and advanced analytics. Various tools or platforms can be used at different stages of a project.

Skanska, a construction and development company, has created an internal hybrid approach combining a digital twin model with a custom analytics dashboard. The process allows for tracking production control during construction. What is used is a less-is-more approach to manual data entry into models and link to automated external data sources, which are combined and analyzed together in a separate dashboard. These color-coded models are combined with external data for schedule, cost, and man hour data for predictive analysis and production rates.

Improved planning and design

Digital twins allow design and construction professionals to simulate and optimize designs with a virtual model of the building before physically implementing them. This capability enables early detection and resolution of design flaws, reducing rework and costly delays. Adjacent building and city data can inform early design decisions. By leveraging the existing data from a digital twin, renovation projects can streamline processes, reduce risks, improve efficiency, and make informed design decisions, ultimately resulting in more successful and cost-effective renovations.

Enhanced construction processes

A construction digital twin allows stakeholders to visualize and simulate the project, analyze potential issues, optimize workflows, and make informed decisions. Key data sources include: installation, schedule, man hours, and cost. Additional real-time data from sensors embedded in physical assets can be fed into construction digital twins, enabling real-time monitoring and analysis. Project teams can enhance collaboration, improve efficiency, maintain schedule, reduce costs, and minimize risks throughout the construction process.

Effective risk management

Digital twins enable construction companies to simulate and analyze potential risks, such as structural weaknesses and environmental or safety hazards. Builders and their clients are at an advantage since they can address these risks in the virtual environment and significantly reduce the occurrence of accidents and associated liabilities.

Streamlined collaboration

Construction digital twins act as a shared platform for all stakeholders involved in a construction project, including architects, engineers, contractors, and facility managers. This flow of information fosters seamless collaboration, improves communication, and results in better decision-making through a data-driven environment. Solutions vary per stage and parties involved.

Real-world applications

Construction digital twin technology is already finding practical application in the construction industry, including locally at 1550 on The Green, Skanska’s state-of-the art, sustainable office building bringing the outdoors in.

Smart building construction

By creating a digital twin of a smart building, companies can optimize energy efficiency, HVAC systems, and space. The real-time monitoring of energy consumption and occupancy patterns combined with as-built BIM and systems data allows for predictive maintenance. Automations and AI assisted controls are also on the horizon.

Bringing it all together

Construction digital twin technology is poised to revolutionize the construction industry. By merging the virtual and physical realms, it enables construction professionals to make more informed decisions, enhance efficiency, and minimize risks.

The benefits of construction digital twins, such as improved planning and design, streamlined collaboration, and effective risk management, are transforming how projects are executed. As this technology continues to evolve, there are bound to be greater advancements in construction practices, ultimately leading to safer, smarter, and more sustainable built environments. Key data points and use cases vary per phase and stakeholder, and digital twins are a great asset throughout the project lifecycle.

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Edwin Bailey is senior preconstruction technologist at Skanska, a leading multi-national project development and construction group, in Houston.

As Houston grows, the city needs more and more construction. However, with this growth comes the need to build responsibly — and that's where technology can come in. Photo via Getty Images

Houston expert calls for more innovation within the construction industry

guest column

The construction industry has the opportunity to drive positive change through the development and deployment of technologies influencing the way we work and live, ultimately affecting our environment, communities, and personal well-being.

Carbon emissions come from a handful of broad categories, including transportation, electricity production, and industry. According to the International Energy Agency, more than a third of all global greenhouse gases come from the building and construction industry. Concrete production alone contributes an estimated 8 percent of global carbon emissions. As a result, in Houston, we are vulnerable to longer, hotter summers, stronger hurricanes and once-in-a-lifetime storms. But I'm optimistic that there is opportunity for our industry to come together and reverse the current trajectory.

We must continue developing and deploying new technologies and best practices to reduce emissions. By using data to understand the environmental implications of the materials we use, we can make adjustments that are beneficial to both our clients and the environment.

One such example is the Embodied Carbon in Construction Calculator, known as "EC3." Skanska USA developed the open-source, freely available software in collaboration with Microsoft and C Change Labs. The tool democratizes important building data and allows the construction industry to calculate and evaluate carbon emissions associated with various building materials.

Now hosted and managed by Building Transparency, a new 501c3 organization, the EC3 tool was incubated at the Carbon Leadership Forum with input from nearly 50 industry partners. Like the tech industry, we should promote knowledge-sharing among general contractors to drive innovation and sustainability.

The demand for this tool is growing because it's not only the right thing to do, but it also benefits our communities and drives stakeholder value. Now more than ever, clients want to be responsible global citizens and they know that adopting green building practices is attractive to their prospective workforce and their clients and customers.

In Houston, the current population of 7.1 million will double to 14.2 million by 2050. With that population growth comes the need for more housing, more office space and more transportation options. Last April, Houston enacted a climate action plan that sets goals aligned with those from the Paris accord — carbon neutrality by 2050.

Similar local plans have been and are continually being developed all around the world, a necessary step to address a global issue that impacts all of us. Like others, the Houston plan contemplates how to reduce carbon emissions that are the result of energy consumption which accounts for about half of Houston's greenhouse-gas emissions.

Innovations in energy efficiency can help drive down energy consumption. As conscientious global and local citizens, we also have to consider the emissions that are created by the raw materials that are used in construction. That's become a much easier process with the EC3 tool. Now architects, engineers and others involved in the design process can make data-driven decisions that can have significant impact on the carbon footprint — as much as a 30 percent reduction in embodied carbon — of a structure that are mostly cost-neutral.

Embodied-carbon reductions can be made simply by smartly using data. The EC3 tool is one of many steps toward innovative building practices and complements the important ongoing work done by the U.S. Green Building Council, which oversees LEED certification.

Opting for sustainable building practices is good for the environment, but it's also good for the people who will spend time in these spaces. Green building reduces the use of toxic materials, and studies have found that sustainable structures, such as schools, health care facilities and airports, have positive impacts on cognitive ability, seasonal affective disorder and overall happiness.

We are also seeing an influx of client requests for sustainable and healthy building upgrades, especially since the onset of COVID-19. These upgrades are changing the way we live and work while supporting infection control, from touchless elevators to advanced air filtration systems.

For example, innovation has been instrumental throughout the pandemic for the aviation industry's safe operation. Increased biometrics across airport touchpoints, flexible passenger gathering areas that include modifications to passenger hold rooms and departure lounges, and environmental monitoring and wayfinding technology to alert passengers of airport congestion points are a few new concepts airports are incorporating into builds to keep travelers healthy now and in a post-COVID world.

Overall, the construction sector will play an essential role in how we approach expanding the built environment over the next 30 years. Using data and striving for continual innovation, we have a great opportunity to come together as an industry and create real change that will benefit our collective lives and those of generations to come.

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Dennis Yung is executive vice president and general manager at
Skanska, one of the world's leading project development and construction groups, where he oversees building operations for Houston and North Texas.
The 1550 on the Green tower will anchor a new mixed-use district. Rendering courtesy of Skanska

New downtown office tower will rise in bustling Discovery Green

new to hou

A new office tower will soon loom over the popular Discovery Green as the anchor of a new downtown district. Global development and construction firm, Skanksa, announced the new building at 1550 Lamar St. and its anchor tenant on January 13. The new 28-story, 375,000-square-foot Class-A office structure is dubbed 1550 on the Green, per a Skanska statement.

Global law firm Norton Rose Fulbright will relocate its Houston office in 2024 and acquire naming rights upon occupancy, according to a press release.

Bound by La Branch, Lamar, Crawford, and Dallas Streets, 1550 on The Green will feature extra-wide pedestrian zones with a canopy of trees, two tenant outdoor roof terraces, and wide views of the surrounding greenery.

International design firm BIG-Bjarke Ingels Group led the building's design; it is the company's first foray into Texas. BIG's design promises sustainability, energy efficiency, and an "airy" office environment for tenants, a release describes.

Some 7,000 square feet of retail space will greet first-floor guests. Michael Hsu Office of Architecture has been tapped to design the interior amenity spaces; those include a fitness center, rooftop event space and terrace, and community spaces.

The new 1550 on the Green tower is part of a new envisioned district that will be branded as Discovery West. The district will consist of 3.5 acres of mixed-use development boasting restaurants, retail, green space, and "world-class architecture," per a release.

Working with Central Houston Inc., Discovery Green, Bike Houston, the Kinder Foundation, as well as several brokers, Skanska and design firm of record, BIG-Bjarke Ingels Group, completed the master plan for Discovery West in early 2020.

Skanska has been noticeably active in the Houston office market, specifically with the development of Bank of America Tower, West Memorial Place I and II, and the future Discovery West. The company is behind the acquisition of a buzzy strip center in Montrose. Skanska also plans to multifamily to its Houston portfolio, the firm notes.

"As an organization that prides itself on building what matters to our communities, our team, made up of Houstonians, has been working alongside local stakeholders to develop a plan and a building that will transform this side of downtown Houston while still meeting the needs of the city," said Matt Damborsky, executive vice president for Skanska USA commercial development's Houston market, in a statement.

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This article originally ran on CultureMap.

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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.