AIML Strengthens IP Portfolio with Provisional Patents for AI Driven ECG Signal Processing

Rhea-AI Summary

AI/ML Innovations (AIML) has strengthened its intellectual property portfolio by filing provisional patent applications with the USPTO through its subsidiary Neural Cloud Solutions. The patents cover advanced neural network architectures and cloud-based ECG signal optimization workflows, specifically protecting their MaxYield and CardioYield platforms. The technology includes AI-driven ECG signal processing, cloud-native workflows, and a dynamic reporting engine that supports clinical workflows. The patent filings aim to protect both algorithmic foundations and deployment infrastructure, positioning AIML strategically in the AI-assisted cardiology market. The company's CardioYield system enables structured outputs including rhythm classifications, interval measurements, and reviewable event flags, designed to enhance clinician review across various clinical contexts.

Positive

• Filing of comprehensive provisional patents strengthens IP protection for proprietary AI technology
• Patents cover both algorithmic foundations and deployment infrastructure, creating stronger market barriers
• Technology supports device-agnostic ECG enhancement, enabling broader market applications
• Dynamic reporting framework enhances clinical workflow integration and practical utility

Negative

• Provisional patents provide only temporary protection and will require full patent applications
• No mention of current revenue or commercialization timeline
• Competitive landscape and market differentiation not addressed

• Neural Cloud Solutions, an AIML subsidiary, files broad provisional patent applications covering advanced neural network architectures and cloud‑based ECG signal optimization workflows

• Filings enhance the scope of AIML's device‑agnostic ECG enhancement platform, supporting global commercialization strategy

VANCOUVER, BC / ACCESS Newswire / June 10, 2025 / AI/ML Innovations Inc. ("AIML" or the "Company") (CSE:AIML)(OTCQB:AIMLF)(FWB:42FB) today announced that its wholly owned subsidiary, Neural Cloud Solutions Inc., has filed a comprehensive suite of provisional patent applications with the United States Patent and Trademark Office ("USPTO"). These applications cover key innovations within AIML's proprietary AI signal‑processing platforms, including MaxYield™ and CardioYield™.

The filings seek to protect a range of novel technologies, including:

• Advanced neural network architectures trained on diverse ECG datasets

• Cloud-native workflows for signal optimization and analysis

• A dynamic ECG reporting engine that supports clinical workflows with customizable components and adaptable output structures

These patents strengthen AIML's position in the growing field of AI-assisted cardiology by protecting both the algorithmic foundations and the applied deployment stack of its technology. The dynamic reporting framework in CardioYield is designed to enhance clinician review by enabling structured outputs such as rhythm classifications, interval measurements, and reviewable event flags across a broad range of clinical and performance contexts.

Paul Duffy, CEO & Executive Chairman, AIML
"This broad patent coverage is a pivotal step in safeguarding our breakthrough neural‑network technology and the value it creates for patients, clinicians, and shareholders. It underlines our commitment to leading the future of AI‑powered cardiovascular care."

Esmat Naikyar, President, Neural Cloud Solutions Inc. / Chief Product Officer, AIML
"These filings reflect years of focused R&D and a clear vision for how AI can enhance cardiac signal interpretation without replacing clinical judgment. By protecting both the neural infrastructure and its integration into clinical workflows, we're creating a durable foundation for future applications-from diagnostics and digital health to research and remote monitoring."

Peter Kendall, Director, President & Chief Commercialization Officer, AIML
"These filings represent more than technical protection-they signal our readiness to commercialize at scale. With a defensible IP foundation in place, we can engage partners and regulators with confidence, offering a protected, cutting-edge platform that transforms ECG clarity while supporting real-world clinical and performance workflows. This is where innovation becomes momentum."

For more information about AIML:
For detailed information please see AIML's website or the Company's filed documents at www.sedarplus.ca.

Contact:
Blake Fallis
(778) 405-0882
info@aiml.health

About AIML Innovations Inc.
https://www.aiml.health/

AIML Innovations Inc. is a global technology company pioneering the use of artificial intelligence and neural networks to transform digital health. Our proprietary platforms leverage advanced signal processing and deep learning to convert complex biometric data into actionable clinical insights-supporting earlier diagnosis, personalized treatment, and more effective care.

With a growing portfolio of regulatory filings, including a 510(k) premarket notification and a registered FDA Device Master File, AIML is committed to rigorous validation and broad interoperability.

AIML's shares trade on the Canadian Securities Exchange (CSE:AIML), the OTCQB Venture Market (AIMLF), and the Frankfurt Stock Exchange (42FB).

Forward Looking Statements - Certain information set forth in this news release may contain forward-looking statements that involve substantial known and unknown risks and uncertainties, including risks associated with the implementation of the Company's products and services. These forward-looking statements are subject to numerous risks and uncertainties, certain of which are beyond the control of the Company, including with respect to the nature and timing of future operations and the receipt of all applicable regulatory approvals. Readers are cautioned that the assumptions used in the preparation of such information, although considered reasonable at the time of preparation, may prove to be imprecise and, as such, undue reliance should not be placed on forward-looking statements.

On behalf of the Board of Directors:
Paul Duffy, Executive Chairman and CEO

Neither the CSE nor its Regulation Services Provider (as that term is defined in the policies of the CSE) accepts responsibility for the adequacy or accuracy of this release.

SOURCE: AI/ML Innovations, Inc.

View the original press release on ACCESS Newswire

FAQ

What patents did AIML (AIMLF) file in June 2025?

AIML filed provisional patents covering advanced neural network architectures, cloud-based ECG signal optimization workflows, and dynamic ECG reporting systems through its subsidiary Neural Cloud Solutions.

What is the purpose of AIML's CardioYield technology?

CardioYield is designed to enhance clinician review of ECG data by providing structured outputs including rhythm classifications, interval measurements, and reviewable event flags across various clinical contexts.

How will these patent filings benefit AIML shareholders?

The patents protect AIML's proprietary technology and create barriers to entry, potentially securing long-term value for shareholders as the company commercializes its AI-powered cardiovascular care solutions.

What are the key components of AIML's ECG enhancement platform?

The platform includes advanced neural network architectures trained on ECG datasets, cloud-native workflows for signal optimization, and a dynamic ECG reporting engine with customizable components.

What markets is AIML targeting with its ECG technology?

AIML is targeting markets in diagnostics, digital health, research, and remote monitoring with its device-agnostic ECG enhancement platform.