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

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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.
AI/ML Innovations (AIML) ha rafforzato il proprio portafoglio di proprietà intellettuale depositando domande di brevetto provvisorie presso l'USPTO tramite la sua controllata Neural Cloud Solutions. I brevetti riguardano architetture avanzate di reti neurali e workflow di ottimizzazione del segnale ECG basati su cloud, proteggendo specificamente le piattaforme MaxYield e CardioYield. La tecnologia include l'elaborazione dei segnali ECG guidata dall'IA, workflow nativi per il cloud e un motore di reportistica dinamica che supporta i processi clinici. Le domande di brevetto mirano a tutelare sia le basi algoritmiche che l'infrastruttura di distribuzione, posizionando AIML strategicamente nel mercato della cardiologia assistita dall'IA. Il sistema CardioYield dell'azienda consente output strutturati tra cui classificazioni del ritmo, misurazioni degli intervalli e segnalazioni di eventi revisionabili, progettati per migliorare la revisione clinica in diversi contesti sanitari.
AI/ML Innovations (AIML) ha fortalecido su cartera de propiedad intelectual presentando solicitudes provisionales de patente ante la USPTO a través de su subsidiaria Neural Cloud Solutions. Las patentes cubren arquitecturas avanzadas de redes neuronales y flujos de trabajo en la nube para la optimización de señales ECG, protegiendo específicamente sus plataformas MaxYield y CardioYield. La tecnología incluye procesamiento de señales ECG impulsado por IA, flujos de trabajo nativos en la nube y un motor de informes dinámico que respalda los procesos clínicos. Las solicitudes de patente buscan proteger tanto las bases algorítmicas como la infraestructura de implementación, posicionando estratégicamente a AIML en el mercado de cardiología asistida por IA. El sistema CardioYield de la compañía permite salidas estructuradas que incluyen clasificaciones de ritmos, mediciones de intervalos y alertas de eventos revisables, diseñadas para mejorar la revisión clínica en diversos contextos.
AI/ML Innovations(AIML)는 자회사 Neural Cloud Solutions를 통해 미국 특허청(USPTO)에 임시 특허 출원을 하여 지적 재산권 포트폴리오를 강화했습니다. 이 특허들은 고급 신경망 아키텍처와 클라우드 기반 ECG 신호 최적화 워크플로우를 포함하며, 특히 MaxYield와 CardioYield 플랫폼을 보호합니다. 해당 기술은 AI 기반 ECG 신호 처리, 클라우드 네이티브 워크플로우, 임상 워크플로우를 지원하는 동적 보고 엔진을 포함합니다. 특허 출원은 알고리즘 기반과 배포 인프라 모두를 보호하여 AIML이 AI 지원 심장학 시장에서 전략적으로 위치하도록 합니다. 회사의 CardioYield 시스템은 리듬 분류, 간격 측정, 검토 가능한 이벤트 플래그 등 구조화된 출력을 제공하여 다양한 임상 환경에서 임상의의 검토를 향상시키도록 설계되었습니다.
AI/ML Innovations (AIML) a renforcé son portefeuille de propriété intellectuelle en déposant des demandes de brevets provisoires auprès de l’USPTO via sa filiale Neural Cloud Solutions. Les brevets couvrent des architectures avancées de réseaux neuronaux et des workflows d’optimisation des signaux ECG basés sur le cloud, protégeant spécifiquement leurs plateformes MaxYield et CardioYield. La technologie inclut un traitement des signaux ECG piloté par IA, des workflows natifs cloud et un moteur de reporting dynamique qui soutient les processus cliniques. Les dépôts de brevets visent à protéger à la fois les fondations algorithmiques et l’infrastructure de déploiement, positionnant AIML stratégiquement sur le marché de la cardiologie assistée par IA. Le système CardioYield de l’entreprise permet des sorties structurées comprenant des classifications de rythmes, des mesures d’intervalles et des indicateurs d’événements révisables, conçus pour améliorer la revue clinique dans divers contextes médicaux.
AI/ML Innovations (AIML) hat sein geistiges Eigentumsportfolio durch die Einreichung vorläufiger Patentanmeldungen beim USPTO über seine Tochtergesellschaft Neural Cloud Solutions gestärkt. Die Patente umfassen fortschrittliche neuronale Netzwerkarchitekturen und cloudbasierte Workflows zur Optimierung von EKG-Signalen und schützen speziell die Plattformen MaxYield und CardioYield. Die Technologie beinhaltet KI-gesteuerte EKG-Signalverarbeitung, cloudnative Workflows und eine dynamische Berichtsfunktion, die klinische Arbeitsabläufe unterstützt. Die Patentanmeldungen zielen darauf ab, sowohl die algorithmischen Grundlagen als auch die Bereitstellungsinfrastruktur zu schützen und positionieren AIML strategisch im Bereich der KI-gestützten Kardiologie. Das CardioYield-System des Unternehmens ermöglicht strukturierte Ausgaben wie Rhythmusklassifikationen, Intervallmessungen und überprüfbare Ereigniskennzeichnungen, die die klinische Überprüfung in verschiedenen medizinischen Kontexten verbessern sollen.
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.
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