Texas Patent of the Month – March 2025
MedCognetics has received U.S. Patent No. 12,243,232, titled “Racially unbiased deep learning-based mammogram analyzer.” The patented technology uses artificial intelligence to improve breast cancer detection across diverse racial groups. It aims to reduce healthcare disparities by offering more accurate results for underrepresented populations.
AI That Adapts to Everyone
Unlike many existing systems, this AI doesn’t rely on one-size-fits-all data. Instead, it adjusts its analysis using race-specific layers trained on a wide variety of mammogram images. As a result, the system offers more balanced performance for all patients, regardless of background.
This is especially important in medical imaging. Traditionally, diagnostic tools have shown reduced accuracy in populations that were not well represented in training data. By designing an AI that accounts for this, MedCognetics is working to close the diagnostic gap.
A Step Toward Fairer Healthcare
The company’s invention could lead to earlier and more accurate breast cancer detection, especially for communities that have long been overlooked. Moreover, the technology is designed for easy integration into existing healthcare systems, which could speed up its real-world use.
Looking ahead, MedCognetics plans to expand partnerships with hospitals and research centers. With this patent, the company is paving the way for more equitable outcomes in cancer care.
Are you developing new technology for an existing application? Did you know your development work could be eligible for the R&D Tax Credit and you can receive up to 14% back on your expenses? Even if your development isn’t successful your work may still qualify for R&D credits (i.e. you don’t need to have a patent to qualify). To find out more, please contact a Swanson Reed R&D Specialist today or check out our free online eligibility test.
Who We Are:
Swanson Reed is one of the U.S.’ largest Specialist R&D tax advisory firms. We manage all facets of the R&D tax credit program, from claim preparation and audit compliance to claim disputes.
Swanson Reed regularly hosts free webinars and provides free IRS CE and CPE credits for CPAs. For more information please visit us at www.swansonreed.com/webinars or contact your usual Swanson Reed representative.
Are you eligible?
Why choose us?
Pass an Audit?
What is the R&D Tax Credit?
The Research & Experimentation Tax Credit (or R&D Tax Credit), is a general business tax credit under Internal Revenue Code section 41 for companies that incur research and development (R&D) costs in the United States. The credits are a tax incentive for performing qualified research in the United States, resulting in a credit to a tax return. For the first three years of R&D claims, 6% of the total qualified research expenses (QRE) form the gross credit. In the 4th year of claims and beyond, a base amount is calculated, and an adjusted expense line is multiplied times 14%. Click here to learn more.
Never miss a deadline again
Stay up to date on IRS processes
Discover R&D in your industry
R&D Tax Credit Preparation Services
Swanson Reed is one of the only companies in the United States to exclusively focus on R&D tax credit preparation. Swanson Reed provides state and federal R&D tax credit preparation and audit services to all 50 states.
If you have any questions or need further assistance, please call or email our CEO, Damian Smyth on (800) 986-4725.
Feel free to book a quick teleconference with one of our national R&D tax credit specialists at a time that is convenient for you.
R&D Tax Credit Audit Advisory Services
creditARMOR is a sophisticated R&D tax credit insurance and AI-driven risk management platform. It mitigates audit exposure by covering defense expenses, including CPA, tax attorney, and specialist consultant fees—delivering robust, compliant support for R&D credit claims. Click here for more information about R&D tax credit management and implementation.
Our Fees
Swanson Reed offers R&D tax credit preparation and audit services at our hourly rates of between $195 – $395 per hour. We are also able offer fixed fees and success fees in special circumstances. Learn more at https://www.swansonreed.com/about-us/research-tax-credit-consulting/our-fees/
Choose your state
