Med tech moves

Houston health tech startup using AI in palliative care scores $256,000 grant to test its product

Koda Health, Houston, uses AI to help guide difficult conversations in health care, starting with end-of-life care planning. Image via kodahealthcare.com

A new Houston-based digital advanced care planning company is streamlining some of the most difficult conversations in the health care industry around palliative care.

Founded by Tatiana Fofanova, Dr. Desh Mohan, and Katelin Cherry, Koda Health uses AI to help patients create advance medical care directives and documents—such as a living will—through an easy to use web-based interface.

Koda Health uses a conversational platform where users can enter information about their values, living situations, quality of life wishes, and more while learning about different care options at their own speed. It also uses a proprietary machine learning approach that personalizes audio-video guided dialogue based on the patient's individual and cultural preferences.

The app then autogenerates legal and medical documents, which patients can notarize or electronically witness the forms through the app or on their own.

According to Fofanova, who earned her PhD in in Molecular Medicine at Baylor College of Medicine in Houston and now acts as the company's CEO, what historically has been a time consuming and expensive process, through Koda Health, takes an average of 17 minutes and is completely free of charge to the end user.

"We hope to reduce any outstanding barriers to access that might exist," Fofanova says. "It is very frequently the oldest and the poorest that are the highest utilizers of health care that don't have access to these solutions."

The app is also projected to save health care systems roughly $9,500 per patient per year, as it allows for hospitals and organizations to better plan for what their patient population is seeking in end-of-life-care.

The B2B platform was born out of the TMC's Biodesign Fellowship, which tasked Koda's founding members with finding solutions to issues surrounding geriatric care in the medical center. In March 2020, Koda incorporated. Not long after ICU beds began to fill with COVID-19 patients, "galvanizing" the team's mission, Fofanova says.

"It was no longer this conceptual thing that we needed to address and write a report on. Now it was that people were winding up in the hospital at alarming rates and none of those individuals had advanced care planning in place," she says.

After accelerating the development of the product, Koda Health is now being used by health care systems in Houston, Texas, and Virginia.

The company recently received a Phase I grant of $256,000 from the National Science Foundation, which will allow Koda to deploy the platform at Atrium Health Wake Forest Baptist and test it against phone conversations with 900 patients. Fofanova says the company will also use the funds to continue to develop personalization algorithms to improve Kona's interface for users.

"We want to make this a platform that mimics a high quality conversation," she says.

After Koda completes the Phase I pilot program it will then be eligible to apply for a Phase II award of up to $1 million in about a year.

Koda Health was founded by Tatiana Fofanova, Dr. Desh Mohan, and Katelin Cherry. Photos via kodahealthcare.com

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Building Houston

 
 

When examining how you can better prepare and respond to ongoing climate-related challenges, the CRE community needs to prioritize marginalized communities that are already experiencing most of the negative impacts. Photography by Peter Molick

Houston is no stranger to hurricanes, and in recent years winter storms have become an increasing concern. Following the winter freeze in 2021, more than 4 million Texans were left without power, water, or heat. The state’s infrastructure system was adversely impacted concurrently — including workplaces, hospitals, transportation, homes, drinking water distribution, electric power generation, agriculture, and grocery stores. Now, a new potential disaster is on the horizon. Recent research shows Houston is most likely to be affected by wildfires, a climate-related challenge that our city has not previously faced.

According to the Gensler Research Institute’s 2022 U.S. Climate Action Survey, since 2019, only 18 percent of Americans believe their communities are built to withstand climate change. The good news is Americans overwhelmingly agree that addressing climate change is urgent. The question many are asking is — “How can we take action to better prepare buildings and cities to weather the climate challenge?” The solution is simple. In order to understand where we need to go, we must understand how we got here.

With a population that has more than doubled in the past 50 years, it is challenging for most Houstonians to imagine a time when The Bayou City was nothing more than agricultural lands and oil fields. Today, Houston is known for being the fourth-most populous city in the United States. It is a sprawling concrete jungle home to the world’s largest concentration of healthcare and research institutions. When reflecting on the past 50 years, one can’t help but evaluate the city’s successes and shortcomings. While Houston has succeeded in becoming a diverse, international city, we have sacrificed the very ecology that once made up one of the country’s most productive agricultural areas. By 1980, Houston possessed the least amount of green space per person in the country.

As new developments popped up across the city, it became difficult to convince developers to pursue third-party certifications such as LEED, a globally recognized symbol of sustainability that provides the framework for designing healthy, efficient, carbon saving buildings. We can credit Hines with being one of the few developers in Houston to prioritize green design during the early-2000s. City leaders also began advocating for resilient strategies and more green space to attract and retain international talent and businesses. In recent years, we have seen an increase in buildings that are achieving LEED certification, and soon it will become the baseline.

The Houston Advanced Research Center, Photography by Shau Lin Hon, Slyworks Photography

An example of a project leading the way for resilient design is The Houston Advanced Research Center (HARC). In 2017 the organization completed work on its LEED Platinum Certified headquarters which was designed to meet the ENERGY STAR certification rate of 99 (out of 100). This means that the building is more efficient than 99 percent of all office buildings in the United States. Skanska is another construction and development company bringing a sustainable mindset to downtown Houston with its work on Bank of America Tower. In 2019, the 775,000 square foot building became the largest LEED v4 Platinum Core and Shell certified project in the world to date and was developed with harvesting technology that will significantly reduce energy usage.

It’s also important to understand the impact that the climate crisis is having on people. 91 percent of U.S. Gen Z/Millennials have been affected by extreme weather events since 2019, the most of any generation. These experiences have resulted in two generations preparing to react and combat climate change and has encouraged a spirit of transparency among companies who choose to share their environmental goals and strategies.

For architects and designers, addressing building and energy codes is proving to be the next big design consideration. As codes progress in the coming years, the result will be more unique and unexpected building designs.

When reimagining the use of buildings, Architects Paulina Abella and Tayler Trojcak propose an experimental process for repurposing vacant buildings called High Hackers. The concept provides an opportunity for developers to offer prime downtown real estate to people with diverse skill sets, whom they call “hackers,” to pursue projects shaped by their individual ideas. These hackers—makers, artists, and academics—will work alongside one another in spaces that encourage them to coexist with creatives from other fields and disciplines. More importantly, it fosters a collaborative, organic, and innovative workflow.

When examining how you can better prepare and respond to ongoing climate-related challenges, we encourage prioritizing marginalized communities that are already experiencing most of the negative impacts. Promoting awareness and optimism in our communities is another simple yet effective way to make a difference. For businesses, creating a sense of continuity in the face of climate events, investing in energy and resource efficiency and adaptation, and addressing insurability and the long-term value of real estate will ultimately help lead Houston and its community members toward a place of preparedness and resiliency.

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Rives Taylor directs Gensler’s Global Design Resilience teams and initiatives and has been a faculty member of both Rice University and the University of Houston for 30 years. Maria Perez is a design resilience leader for Gensler’s South Central region and director of sustainable design based in Gensler’s Houston office.

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