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Houston hospital ranks among the top health care institutions in the nation

Memorial Hermann has been recognized for its overall performance in serving both individuals and the community. Photo via memorialhermann.org

Houston hospitals have been evaluated by a new ranking to determine the institutions that are doing their best to serve their patients and the community as a whole.

Brookline, Massachusetts-based think tank, The Lown Institute, has revealed its national rankings on its Lown Institute Hospitals Index — which evaluated hospitals based on civic leadership (based on inclusion and access), value of care, and patient outcomes (which evaluates safety and satisfaction).

"At a time when communities are relying on them like never before, hospitals must rethink what it means to be great," says Dr. Vikas Saini, president of the Lown Institute, in a news release. "COVID-19 highlights how hospitals are essential community partners for anyone in need. To be great, however, a hospital cannot only provide care that's high in quality. It must also deliver value and advance equality. Our index is designed to help them do just that."

The Texas Medical Center's Memorial Hermann Hospital ranked as No. 9 on the list that evaluated over 3,000 hospitals in the country. The hospitals are also given a grade on each of the three categories. Memorial Hermann received an A for civic leadership, an A- for value of care, and an A+ for patient outcomes — for an overall A+ grade.

Based on ranking, the Houston area's top 10 hospitals, which all received an overall grade of A- or above, are:

  1. Memorial Hermann Texas Medical Center (No. 9 in the country; No. 3 in the state)
  2. Harris Health System (No. 23 in the country; No. 5 in the state)
  3. Memorial Hermann Northeast Hospital in Humble (No. 165 in the country; No. 15 in the state)
  4. Memorial Hermann Hospital System (No. 297 in the country; No. 17 in the state)
  5. Brazosport Regional Health System in Lake Jackson (No. 304 in the country; No. 18 in the state)
  6. The Woman's Hospital of Texas (No. 373 in the country; No. 25 in the state)
  7. Memorial Hermann Katy Hospital in Katy (No. 374 in the country; No. 26 in the state)
  8. Houston Methodist San Jacinto Hospital in Baytown (No. 627 in the country; No. 43 in the state)
  9. Memorial Hermann Sugar Land Hospital in Sugar Land (No. 648 in the country; No. 44 in the state)
  10. Memorial Hermann Memorial City Medical Center (No. 652 in the country; No. 45 in the state)

The Harris Health System ranked the highest in Houston for civic leadership, and the Memorial Hermann Memorial City Medical Center scored the highest in the region for patient outcomes.

There were three other Texas hospitals among the top 10 in the nation — JPS Health Network in Fort Worth ranked as No. 1, Seton Northwest Hospital in Austin ranked as No. 4, and Parkland Health and Hospital System in Dallas ranked as No. 10.

The point of the study, according to the release, is to hold hospitals accountable for more than just one factor of success.

"There are some very fine hospitals that feel forced to focus on profitable elective procedures to stay in business," says Saini in the release. "This can lead to business decisions that make them look good on outcomes like mortality, but at the expense of equity. The data show that gaps between a hospital's clinical results and its performance in the community are sometimes very wide, which can contribute to disparities in care and put certain communities at risk."

The study factored in data from a variety of sources, including the 100 percent Medicare claims datasets (MEDPAR and outpatient); Internal Revenue Service pulled from Community Benefit Insight database; Healthcare Cost Report Information System administered by the Centers for Medicare and Medicaid Services; Securities and Exchange Commission filings; public records; Bureau of Labor Statistics; and other databases, according to the release.

"No other hospital ranking provides a 360-degree view of hospital performance," says Shannon Brownlee, senior vice president at the Lown Institute, in the release. "Many of the best-known hospitals score highly on patient outcomes but poorly on civic leadership and value of care. Our data show that it's possible to do well in all three categories, because some hospitals are doing it. That means all the people in their communities are being served effectively and fairly."

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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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