TMC Innovation hosts 12 life science startups for semiannual accelerator bootcamp

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TMC's bootcamp companies have been announced. The 12 startups get to interact with Houston's health tech ecosystem and potentially join TMCi for its next accelerator cohort. Photo via TMC

The Texas Medical Center's Innovation Factory has brought in 12 life science startups to immerse them in the Houston innovation ecosystem, learn more about their businesses, and select its next cohort for its semiannual accelerator.

Twice a year, the TMC Innovation Factory hosts its HealthTech Accelerator Bootcamp. It a time to see if both sides of the table — TMC and the startups — are a fit for further acceleration. The 12 startups hail from three continents, represent a wide spectrum of specialties, and were widdle down from over 100 applicants.

“These startups are tackling significant challenges facing our health care ecosystem not only locally, but also globally. We are delighted to bring together solutions in the areas of maternal health, enabling care at home, nursing support and education, oncology and neurology, to name a few,” says Devin Dunn, head of the HealthTech Accelerator, in a news release.

Newly appointed entrepreneur in residence, Zaffer Syed, will help in supporting and guiding the cohort. Zaffer has experience as a medtech entrepreneur and has brought health care innovations to market.

“Participation in the Accelerator can certainly fast-track growth for early stage startups,” says Syed in the release. “I am eager to work with the caliber of companies entering bootcamp and to watch what they will achieve with the dedicated support of the TMCi team.”

The 12 companies that were invited to TMCi's bootcamp are as follows, according to TMC.

  • Avia Vascular, from Salt Lake City, Utah, creates Ally, a needle-free blood collection device intended to reduce the need for venipuncture when obtaining blood samples in patients with an established peripheral IV catheter.
  • Queenstown, Singapore-based Biorithm aims to reverse the poor maternal outcomes curve with its remote monitoring system to bring data-driven, accessible, and personalized care to every mother and baby.
  • CranioSense, founded in Bedford, Massachusetts, unlocks the hidden parameters of brain health across the neurological care spectrum with its development of a non-invasive way of assessing and monitoring intracranial pressure.
  • Milwaukee-based Debtle focuses on the patient portion of billing and uses its centralized communications and payment hub to save Revenue Cycle time, improve patient retention, and enable clients to easily resolve their overdue balances.
  • EmpNia Inc., from Minneapolis, enables precision imaging and radiation therapy for all cancer patients by providing an accurate, universal, easy-to-use, and cost-effective respiratory motion management solution.
  • Austin-based Highnote is a generative AI-powered mentor in the nurse’s pocket that build skills and confidence through just-in-time bits of information to make nurses feel supported and better equipped, to provide better patient care, and to improve retention rates.
  • LeQuest, from Rotterdam, Netherlands, aids health care professionals’ skills and knowledge advancement through online stimulation training with its comprehensive remote education solution, resulting in reduced cost of education, increased utilization and better patient outcomes.
  • Lucid Lane, founded in Los Altos, California, provides data-driven digital health solutions to empower both chronic and surgery pain patients, to prevent dependence on prescribed addictive medications and reduces persistent opioid use.
  • RizLab Health Inc., a Princeton, New Jersey company, brings blood cell analysis to patients’ fingertips with its Cytotracker portable device that measures white blood cell counts with a drop of blood to minimize infections from venipuncture in cancer patients.
  • Rose Health, based in Centennial, Colorado, connects occupational therapists and home remodeling service companies to households in need of accessible home modifications to enable homes to age with dignity.
  • Los Angeles-based Spark Neuro offers objective and accessible AI technology for the diagnosis and monitoring of brain health conditions.
  • Vitala, from Stockholm, Sweden, is a digital platform, enables health care providers to prescribe, monitor, and manage diagnoses-specific medical exercises for patients with chronic health conditions.

After the bootcamp, TMCi will decide which of the companies will move on to the six-month accelerator that's slated to start later this year. TMCi recently announced a new accelerator with Denmark, previously announced its spring cohorts.

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Houston researchers develop material to boost AI speed and cut energy use

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A team of researchers at the University of Houston has developed an innovative thin-film material that they believe will make AI devices faster and more energy efficient.

AI data centers consume massive amounts of electricity and use large cooling systems to operate, adding a strain on overall energy consumption.

“AI has made our energy needs explode,” Alamgir Karim, Dow Chair and Welch Foundation Professor at the William A. Brookshire Department of Chemical and Biomolecular Engineering at UH, explained in a news release. “Many AI data centers employ vast cooling systems that consume large amounts of electricity to keep the thousands of servers with integrated circuit chips running optimally at low temperatures to maintain high data processing speed, have shorter response time and extend chip lifetime.”

In a report recently published in ACS Nano, Karim and a team of researchers introduced a specialized two-dimensional thin film dielectric, or electric insulator. The film, which does not store electricity, could be used to replace traditional, heat-generating components in integrated circuit chips, which are essential hardware powering AI.

The thinner film material aims to reduce the significant energy cost and heat produced by the high-performance computing necessary for AI.

Karim and his former doctoral student, Maninderjeet Singh, used Nobel prize-winning organic framework materials to develop the film. Singh, now a postdoctoral researcher at Columbia University, developed the materials during his doctoral training at UH, along with Devin Shaffer, a UH professor of civil engineering, and doctoral student Erin Schroeder.

Their study shows that dielectrics with high permittivity (high-k) store more electrical energy and dissipate more energy as heat than those with low-k materials. Karim focused on low-k materials made from light elements, like carbon, that would allow chips to run cooler and faster.

The team then created new materials with carbon and other light elements, forming covalently bonded sheetlike films with highly porous crystalline structures using a process known as synthetic interfacial polymerization. Then they studied their electronic properties and applications in devices.

According to the report, the film was suitable for high-voltage, high-power devices while maintaining thermal stability at elevated operating temperatures.

“These next-generation materials are expected to boost the performance of AI and conventional electronics devices significantly,” Singh added in the release.

Houston to become 'global leader in brain health' and more innovation news

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Editor's note: The most-read Houston innovation news this month is centered around brain health, from the launch of Project Metis to Rice''s new Amyloid Mechanism and Disease Center. Here are the five most popular InnovationMap stories from December 1-15, 2025:

1. Houston institutions launch Project Metis to position region as global leader in brain health

The Rice Brain Institute, UTMB's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department will lead Project Metis. Photo via Unsplash.

Leaders in Houston's health care and innovation sectors have joined the Center for Houston’s Future to launch an initiative that aims to make the Greater Houston Area "the global leader of brain health." The multi-year Project Metis, named after the Greek goddess of wisdom and deep thought, will be led by the newly formed Rice Brain Institute, The University of Texas Medical Branch's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department. The initiative comes on the heels of Texas voters overwhelmingly approving a ballot measure to launch the $3 billion, state-funded Dementia Prevention and Research Institute of Texas (DPRIT). Continue reading.

2.Rice University researchers unveil new model that could sharpen MRI scans

New findings from a team of Rice University researchers could enhance MRI clarity. Photo via Unsplash.

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI. In a study published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Continue reading.

3. Rice University launches new center to study roots of Alzheimer’s and Parkinson’s

The new Amyloid Mechanism and Disease Center will serve as the neuroscience branch of Rice’s Brain Institute. Photo via Unsplash.

Rice University has launched its new Amyloid Mechanism and Disease Center, which aims to uncover the molecular origins of Alzheimer’s, Parkinson’s and other amyloid-related diseases. The center will bring together Rice faculty in chemistry, biophysics, cell biology and biochemistry to study how protein aggregates called amyloids form, spread and harm brain cells. It will serve as the neuroscience branch of the Rice Brain Institute, which was also recently established. Continue reading.

4. Baylor center receives $10M NIH grant to continue rare disease research

BCM's Center for Precision Medicine Models has received funding that will allow it to study more complex diseases. Photo via Getty Images

Baylor College of Medicine’s Center for Precision Medicine Models has received a $10 million, five-year grant from the National Institutes of Health that will allow it to continue its work studying rare genetic diseases. The Center for Precision Medicine Models creates customized cell, fly and mouse models that mimic specific genetic variations found in patients, helping scientists to better understand how genetic changes cause disease and explore potential treatments. Continue reading.

5. Luxury transportation startup connects Houston with Austin and San Antonio

Shutto is a new option for Houston commuters. Photo courtesy of Shutto

Houston business and leisure travelers have a luxe new way to hop between Texas cities. Transportation startup Shutto has launched luxury van service connecting San Antonio, Austin, and Houston, offering travelers a comfortable alternative to flying or long-haul rideshare. Continue reading.

Texas falls to bottom of national list for AI-related job openings

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For all the hoopla over AI in the American workforce, Texas’ share of AI-related job openings falls short of every state except Pennsylvania and Florida.

A study by Unit4, a provider of cloud-based enterprise resource planning (ERP) software for businesses, puts Texas at No. 49 among the states with the highest share of AI-focused jobs. Just 9.39 percent of Texas job postings examined by Unit4 mentioned AI.

Behind Texas are No. 49 Pennsylvania (9.24 percent of jobs related to AI) and No. 50 Florida (9.04 percent). One spot ahead of Texas, at No. 47, is California (9.56 percent).

Unit4 notes that Texas’ and Florida’s low rankings show “AI hiring concentration isn’t necessarily tied to population size or GDP.”

“For years, California, Texas, and New York dominated tech hiring, but that’s changing fast. High living costs, remote work culture, and the democratization of AI tools mean smaller states can now compete,” Unit4 spokesperson Mark Baars said in a release.

The No. 1 state is Wyoming, where 20.38 percent of job openings were related to AI. The Cowboy State was followed by Vermont at No. 2 (20.34 percent) and Rhode Island at No. 3 (19.74 percent).

“A company in Wyoming can hire an AI engineer from anywhere, and startups in Vermont can build powerful AI systems without being based in Silicon Valley,” Baars added.

The study analyzed LinkedIn job postings across all 50 states to determine which ones were leading in AI employment. Unit4 came up with percentages by dividing the total number of job postings in a state by the total number of AI-related job postings.

Experts suggest that while states like Texas, California and Florida “have a vast number of total job postings, the sheer volume of non-AI jobs dilutes their AI concentration ratio,” according to Unit4. “Moreover, many major tech firms headquartered in California are outsourcing AI roles to smaller, more affordable markets, creating a redistribution of AI employment opportunities.”

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