Report card

See where Texas falls among best states, according to a recent report

We're more so the worst than the best, a study finds. Photo by gguy44/Getty Images

How does Texas measure up to the rest of the United States? A new study comparing the 50 U.S. states in terms of healthcare, education, the economy, and numerous other factors shows that we aren't the worst state in the country, but we're certainly not the best, either.

Texas ranks 38th overall in U.S. News & World Report's best states rankings for 2019, down two spots from 2018. Washington takes the top spot, while Louisiana has the misfortune of being in last place.

For the study, U.S. News asked Americans "how satisfied they were with various state government services and where they thought their state governments should focus resources." The site took those results and rated each state on the areas above, as well as infrastructure, opportunity, fiscal stability, crime and corrections, and natural environment. The most weight was given to healthcare, followed by education.

The Lone Star State, which is home to many notable companies (AT&T, Southwest Airlines, Whole Foods, Dell, and others), ranks best in fiscal stability (No. 12) and economy (No. 15).

America's oil boom in the early 1900s transformed Texas, and the state continues to be a key player in the industry, as well as a leading destination for business, the study explains.

"Texas' diverse industrial base has drawn many businesses and workers in recent decades because of light regulation, low taxes and a low cost of labor," U.S. News says. "Entrepreneurs are particularly attracted to Austin, which emerged as a major player in the technology industry in the 1990s. Its 'South by Southwest' is one of the preeminent national tech conferences."

What else is working in Texas? "Traditionally, agriculture has been among the state's largest industries, and it produces the most livestock and livestock product in the country," the study adds. "The state also is a leader in export revenues, according to the U.S. Census Bureau. Other industries driving growth include business, education and health, hospitality and manufacturing."

Texas, however, could stand to improve in many areas: infrastructure (33), crime and corrections (33), education (34), healthcare (37), opportunity (39), and natural environment (40).

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This article originally ran on CultureMap.

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Building Houston

 
 

Houston-based Melax Tech has developed multiple Natural language processing tools that are used by more than 650 health care and life science organizations. Photo via MelaxTech.com

Melax Tech Partners, a leader in natural language technology processing, announced a new partnership with the University of California at Irvine that will help researchers derive insights from the UCI Health Data Science Platform’s electronic health records system and improve patient care.

Melax will implement its signature text annotation tool LANN to pull information from clinical notes, and its CLAMP product to develop natural language processing customizations through the use of AI, according to a statement from the company.

“There has been a strong desire among UCI researchers to have the capability to analyze free-text clinical narrative data using cutting-edge NLP technologies," Kai Zheng, chief research information officer at UCI Health Affairs, says in a statement. "We are delighted to have this opportunity to work with Melax Tech to deploy their AI-driven annotation and analytics tools to help our researchers advance their research agenda by leveraging the vast amount of free-text data that our health system has accumulated in the past two decades.”

Natural language processing, or NLP, allows organizations and healthcare groups to sift through and analyze massive amounts of data at a rapid rate through the use of machine learning and AI. Houston-based Melax Tech, founded in 2017, has developed multiple NLP tools that are used by more than 650 health care and life science organizations, according to its website.

In addition to the recent partnership with UC Irvine, Melax has also recently partnered with Vanderbilt University Medical Center and the University of Western Pennsylvania on similar clinical projects.

Melax has also used its platforms to pull vital information from datasets relating to COVID-19, in both medical and social settings.

In March 2022, it was awarded a Phase 1 NIH Award, valued at $300,000, to develop informatics tools based on COVID-19 datasets with the San Diego Supercomputer Center at UC San Diego. The tool aims to help researchers better understand vast amounts of virus-related data and connect findings with other similar results.

In August, Melax also received another $300,000 grant from the National Institute of Allergy and Infectious Diseases to develop NLP-based algorithms that will "model, extract and synthesize vaccine misinformation from multiple popular social media sources," according to a statement. Melax will also develop a visualization that presents its findings on the misinformation into a compressible format.

"This is a very real topic affecting culture at present," Andre Pontin, CEO at Melax Tech, says in a statement. "And shows that we as a collective business and group of experts continue to be on the cutting-edge of science in the NLP and AI domain."

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