Houston researches tap into GenAI for communicating genetic test results

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Researchers at Baylor College of Medicine’s Human Genome Sequencing Center have trained an AI assistant to explain genetic test results to patients. Photo via Getty Images

Artificial intelligence in the health care setting has a lot of potential, and one Houston institution is looking into one particular use.

Researchers at Baylor College of Medicine’s Human Genome Sequencing Center have trained an AI assistant to explain genetic test results to patients. According to findings published in the Journal of the American Medical Informatics Association (JAMIA), the team has developed generative AI to understand and interpret genetic tests. They have also tested its accuracy against Open AI’s ChatGPT 3.5.

“We created a chatbot that can provide guidance on general pharmacogenomic testing, dosage implications, and the side effects of therapeutics, and address patient concerns,” explains first author Mullai Murugan in a press release. Murugan is director of software engineering and programming at the Human Genome Sequencing Center. “We see this tool as a superpowered assistant that can increase accessibility and help both physicians and patients answer questions about genetic test results.”

The initial chatbot training specifically targeted pharmacogenomic testing for statins, meaning a patient’s potential response to cholesterol-lowering drugs, as dictated by genetics.

Murugan explains why they decided to create their own chatbot in the key publication on statin pharmacogenomics was published in May 2022, four months after the training cutoff date for ChatGPT 3.5 in January 2022. Alternatively, her team’s technology uses Retrieval Augmented Generation (RAG) and was trained on the most recent guidelines.

How did the two AI assistants compare? Four experts on cardiology and pharmacogenomics rated both chatbots based on accuracy, relevancy, risk management, and language clarity, among other factors. Though the AI scored similarly on language clarity, Baylor’s chatbot scored 85 percent in accuracy and 81 percent in relevancy compared to ChatGPT’s 58 percent in accuracy and 62 percent in relevancy when asked questions from healthcare providers.

“We are working to fine-tune the chatbot to better respond to certain questions, and we want to get feedback from real patients,” Murugan says. “Based on this study, it is very clear that there is a lot of potential here.” Nonetheless, Murugan emphasized that there is much work still to be done before the program is ready for clinical applications. That includes training the chatbot to explain results in the language used by genetic counselors. Funds from the NIH’s All of Us Research Program helped to make the research possible.

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Houston-based alive5 has over 800 customers using their chatbox services — and has found a special niche in sports team's websites. Photo via alive5.com

Houston startup hopes to revolutionize the chatbot business

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It seems like every other webpage nowadays has a virtual assistant that pops up via a chat box. A Houston startups is hoping to ride the wave of this digital marketing initiative.

Houston-based alive5 has created a platform that allows small-to-medium-sized businesses to engage customers using Chatbot Technology, from their websites, apps, SMS text-message, and social media pages.

"What we do at alive5 is really simple," says Glenn Gutierrez, COO and co-founder of alive5. "We help your business make more conversations."

Gutierrez and his co-founder Dustin Yu started out in 2017 as Alive Chat System and they were one of the first chat systems in Texas.

"Our chat system was kind of a common system that you might see on a website that says, 'Hey, how can I help you today?" says Gutierrez. "And when you press that button, somebody on the other end sends a message and says, 'Hey, how are you doing today? How can I help you?"

After exploring how to take the company, which was initially a lifestyle product, to scale, they added new products and found new ways for their clients to have more conversations with their customers.

"We had to create as many channels as possible outside of web chat," says Gutierrez. "We talked about the live chat system, moving into SMS text message, moving into social media and interestingly enough, we started moving into business cards with QR codes where people can actually scan a QR code or text a phone number and we can automatically build a relationship with a customer at an event, in person or from a billboard.

"And that activates pretty much all the rest of the system for businesses to be able to engage a customer. So we think about ourselves as the best way to help you create more conversations, not just on your website, but pretty much anywhere you would engage a customer."

The platform enjoyed a meteoric rise in the chat space due to its participation in Capital Factory's accelerator program. From there, they were placed in another accelerator program in Philadelphia, the Comcast NBCUniversal LIFT Labs Accelerator, powered by Techstars.

"Because of the boost from the accelerator programs, we developed relationships with a lot of great organizations," says Gutierrez. "Today, we service over 800 customers, including 200 of the top college sports teams and pro teams like the NBA, NFL and NHL."

The platform's collaboration helps teams sell more tickets, especially premium seat tickets, by facilitating conversations with VIP clients and allowing fans the opportunity to go to the team's website to use the automated chat solution.

"A good example of one of those is the Jacksonville Jaguars website," says Gutierrez. "You can go there and see one of our chat boxes available to assist with inquiries or questions that you may have before, during or after a game. And our solution is built for organizations with a high volume of customer interactions to automate some of those tier one questions."

Alive5 also services customers like Royal Caribbean Cruise Line, major hotel brands and other companies in the hospitality space. They are also now collaborating with Spectra Venue Management, which manages hundreds of venues throughout North America, to pilot alive5's messaging and concierge services.

Outside of their inroads in the chat space, the platform is creating AI-powered strategies to help companies maximize their communication opportunities at personal touchpoint events such as conferences and trade shows.

"With our A.I. powered business cards, we're able to take an engagement that happens at a conference, an event or at a networking session and turn that into a prospect that's now part of a company's digital lead funnel," says Gutierrez. "What we're proposing is to give them a laser-etched metal business card with the QR code. That is better than just giving them a paper business card that they will take and may or may not call you and that's it, that's the end of the interaction.

"With the QR code, a potential contact can scan it and it will send them a demo of our product to their phone and it will give them all of a client's contact details so they can reach out to that client anytime they're ready to buy. The best part about that is that now you have something that no other system can do and you have that customer's phone number available to you at any point in time."

Moving forward, the Houston-based platform wants to do everything within its power to be one of the most successful chat companies nationwide.

"I like to think about our product like a Lego set," says Gutierrez. "It's up to you to choose what package you want. I've been in the startup space for a long time and to finally see that ecosystem starting to mature to the point that businesses are more open to digitally transforming their organizations, where they're understanding the need to take risks, to try new things, that's great for us.

"When you think about a company that can help you with your communication, I want alive5 to be the first company on their minds."

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UH researchers develop breakthrough material to boost efficiency of sodium-ion batteries

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A research lab at the University of Houston has developed a new type of material for sodium-ion batteries that could make them more efficient and boost their energy performance.

Led by Pieremanuele Canepa, Robert Welch assistant professor of electrical and computer engineering at UH, the Canepa Research Laboratory is working on a new material called sodium vanadium phosphate, which improves sodium-ion battery performance by increasing the energy density. Energy density is the amount of energy stored per kilogram, and the new material can do so by more than 15 percent. With a higher energy density of 458 watt-hours per kilogram — compared to the 396 watt-hours per kilogram in older sodium-ion batteries — this material brings sodium technology closer to competing with lithium-ion batteries, according to the researchers.

The Canepa Lab used theoretical expertise and computational methods to discover new materials and molecules to help advance clean energy technologies. The team at UH worked with the research groups headed by French researchers Christian Masquelier and Laurence Croguennec from the Laboratoire de Reáctivité et de Chimie des Solides, which is a CNRS laboratory part of the Université de Picardie Jules Verne, in Amiens France, and the Institut de Chimie de la Matière Condensée de Bordeaux, Université de Bordeaux, Bordeaux, France for the experimental work on the project.

The researchers then created a battery prototype using the new materia sodium vanadium phosphate, which demonstrated energy storage improvements. The material is part of a group called “Na superionic conductors” or NaSICONs, which is made to let sodium ions move in and out of the battery during charging and discharging.

“The continuous voltage change is a key feature,” Canepa says in a news release. “It means the battery can perform more efficiently without compromising the electrode stability. That’s a game-changer for sodium-ion technology.”

The synthesis method used to create sodium vanadium phosphate may be applied to other materials with similar chemistries, which could create new opportunities for advanced energy storage. A paper of this work was published in the journal Nature Materials.

"Our goal is to find clean, sustainable solutions for energy storage," Canepa adds. "This material shows that sodium-ion batteries can meet the high-energy demands of modern technology while being cost-effective and environmentally friendly."

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This article originally appeared on EnergyCapital.

Houston hospital names leading cancer scientist as new academic head

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Houston Methodist Academic Institute has named cancer clinician and scientist Dr. Jenny Chang as its new executive vice president, president, CEO, and chief academic officer.

Chang was selected following a national search and will succeed Dr. H. Dirk Sostman, who will retire in February after 20 years of leadership. Chang is the director of the Houston Methodist Dr. Mary and Ron Neal Cancer Center and the Emily Herrmann Presidential Distinguished Chair in Cancer Research. She has been with Houston Methodist for 15 years.

Over the last five years, Chang has served as the institute’s chief clinical science officer and is credited with strengthening cancer clinical trials. Her work has focused on therapy-resistant cancer stem cells and their treatment, particularly relating to breast cancer.

Her work has generated more than $35 million in funding for Houston Methodist from organizations like the National Institutes of Health and the National Cancer Institute, according to the health care system. In 2021, Dr. Mary Neal and her husband Ron Neal, whom the cancer center is now named after, donated $25 million to support her and her team’s research on advanced cancer therapy.

In her new role, Chang will work to expand clinical and translational research and education across Houston Methodist in digital health, robotics and bioengineered therapeutics.

“Dr. Chang’s dedication to Houston Methodist is unparalleled,” Dr. Marc L. Boom, Houston Methodist president and CEO, said in a news release. “She is committed to our mission and to helping our patients, and her clinical expertise, research innovation and health care leadership make her the ideal choice for leading our academic mission into an exciting new chapter.”

Chang is a member of the American Association of Cancer Research (AACR) Stand Up to Cancer Scientific Advisory Council. She earned her medical degree from Cambridge University in England and completed fellowship training in medical oncology at the Royal Marsden Hospital/Institute for Cancer Research. She earned her research doctorate from the University of London.

She is also a professor at Weill Cornell Medical School, which is affiliated with the Houston Methodist Academic Institute.

Texas A&M awarded $1.3M federal grant to develop clean energy tech from electronic waste

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Texas A&M University in College Station has received a nearly $1.3 million federal grant for development of clean energy technology.

The university will use the $1,280,553 grant from the U.S. Department of Energy to develop a cost-effective, sustainable method for extracting rare earth elements from electronic waste.

Rare earth elements (REEs) are a set of 17 metallic elements.

“REEs are essential components of more than 200 products, especially high-tech consumer products, such as cellular telephones, computer hard drives, electric and hybrid vehicles, and flat-screen monitors and televisions,” according to the Eos news website.

REEs also are found in defense equipment and technology such as electronic displays, guidance systems, lasers, and radar and sonar systems, says Eos.

The grant awarded to Texas A&M was among $17 million in DOE grants given to 14 projects that seek to accelerate innovation in the critical materials sector. The federal Energy Act of 2020 defines a critical material — such as aluminum, cobalt, copper, lithium, magnesium, nickel, and platinum — as a substance that faces a high risk of supply chain disruption and “serves an essential function” in the energy sector.

“DOE is helping reduce the nation’s dependence on foreign supply chains through innovative solutions that will tap domestic sources of the critical materials needed for next-generation technologies,” says U.S. Energy Secretary Jennifer Granholm. “These investments — part of our industrial strategy — will keep America’s growing manufacturing industry competitive while delivering economic benefits to communities nationwide.”