The Texas Heart Institute — located in the Texas Medical Center — has upgraded its tech to reach more patients. Photo via texasheart.org

The Texas Heart Institute launched a new translation technology on its websites this month that will allow speakers of more than 100 languages to learn from and interact with its digital resources.

Known as a neural machine translation network, the artificial intelligence service has been deployed on THI's texasheart.org and texasheartmedical.org to translate heart-health information in several Spanish dialects, Vietnamese, Chinese, Arabic, and numerous other languages.

Now, when users visit these sites they are presented with a drop down menu of a long list of languages to choose from. Once they make their selection, the website is shown in their native or chosen language in a form that's nearly identical to its presentation in English. These thousands of shifts were achieved through machine translation that predicts the likelihood of a sequence of words in a sentence.

“The Texas Heart Institute remains committed to serving as a trusted source of health information and patient empowerment by simplifying access to our extensive library of knowledge,” Dr. Joseph G. Rogers, CEO and President of The Texas Heart Institute, said in a statement.

Neural machine translations, or NMTs, are considered to be more accurate that statistical translations when translating to and from the English language. Rather than running a set of rules to translate a set of words and phrases in a sentence, known as machine or statistical translations, NMT uses a series of nodes to look at the language as a whole and understand the context to create a more fluent translation.

NMT translations have accuracy scores of 8.3 out of 10, and are expected to improve with more adoption, THI shared from a 2021 study by the UCLA Medical Center. Human translations have accuracy scores of 8.5 out of 10.

According to the institute, the shift aligns with THI's mission of providing access to heart-health information, regardless of language barriers. In 2011, the institute launched heart-health topics and articles in Spanish on its sites. Those pages are among the most used on the side today, the institute says, and people from about 235 countries, territories, and dependencies visit THI's website every year.

Last year, Innovation Map spoke with THI's then-newly appointed manager of innovation partnerships Allison Post, whose mission is to support THI's in-house inventors while making sure it is bringing in the best new external technologies out there to its patients. Click here to learn more or listen to the full interview on the Houston Innovators Podcast.

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Houston maritime startup raises $43M to electrify vessels, opens new HQ

Maritime Mission

A Houston-based maritime technology company that is working to reduce emissions in the cargo and shipping industry has raised VC funding and opened a new Houston headquarters.

Fleetzero announced that it closed a $43 million Series A financing round this month led by Obvious Ventures with participation from Maersk Growth, Breakthrough Energy Ventures, 8090 Industries, Y Combinator, Shorewind, Benson Capital and others. The funding will go toward expanding manufacturing of its Leviathan hybrid and electric marine propulsion system, according to a news release.

The technology is optimized for high-energy and zero-emission operation of large vessels. It uses EV technology but is built for maritime environments and can be used on new or existing ships with hybrid or all-electric functions, according to Fleetzero's website. The propulsion system was retrofitted and tested on Fleetzero’s test ship, the Pacific Joule, and has been deployed globally on commercial vessels.

Fleetzero is also developing unmanned cargo vessel technology.

"Fleetzero is making robotic ships a reality today. The team is moving us from dirty, dangerous, and expensive to clean, safe, and cost-effective. It's like watching the future today," Andrew Beebe, managing director at Obvious Ventures, said in the news release. "We backed the team because they are mariners and engineers, know the industry deeply, and are scaling with real ships and customers, not just renderings."

Fleetzero also announced that it has opened a new manufacturing and research and development facility, which will serve as the company's new headquarters. The facility features a marine robotics and autonomy lab, a marine propulsion R&D center and a production line with a capacity of 300 megawatt-hours per year. The company reports that it plans to increase production to three gigawatt-hours per year over the next five years.

"Houston has the people who know how to build and operate big hardware–ships, rigs, refineries and power systems," Mike Carter, co-founder and COO of Fleetzero, added in the release. "We're pairing that industrial DNA with modern batteries, autonomy, and software to bring back shipbuilding to the U.S."

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This article originally appeared on EnergyCapitalHTX.com.

Innovative Houston-area hardtech startup closes $5M seed round

fresh funding

Conroe-based hardtech startup FluxWorks has closed a $5 million seed round.

The funding was led by Austin-based Scout Ventures, which invests in early-stage startups working to solve national security challenges.

Michigan Capital Network also contributed to the round from its MCN Venture Fund V. The fund is one of 18 selected by the Department of Defense and Small Business Administration to participate in the Small Business Investment Company Critical Technologies Initiative, which will invest $4 billion into over 1,700 portfolio companies.

FluxWorks reports that it will use the funding to drive the commercialization of its flagship Celestial Gear technology.

"At Scout, we invest in 'frontier tech' that is essential to national interest. FluxWorks is doing exactly that by solving critical hardware bottlenecks with its flagship Celestial Gear technology ... This is about more than just gears; it’s about strengthening our industrial infrastructure," Scout Ventures shared in a LinkedIn post.

Fluxworks specializes in making contactless magnetic gears for use in extreme conditions, which can enhance in-space manufacturing. Its contactless design leads to less wear, debris and maintenance. Its technology is particularly suited for space applications because it does not require lubricants, which can be difficult to control at harsh temperatures and in microgravity.

The company received a grant from the Texas Space Commission last year and was one of two startups to receive the Technology in Space Prize, funded by Boeing and the Center for the Advancement of Science in Space (CASIS), in 2024. It also landed $1.2 million through the National Science Foundation's SBIR Phase II grant this fall.

Fluxworks was founded in College Station by CEO Bryton Praslicka in 2021. Praslicka moved the company to Conroe 2024.