Renovaro Secures Key AI Patents, Strengthening Market Position in $20B Biomedical AI Sector
Renovaro (NASDAQ:RENB) has secured multiple U.S. patent allowances strengthening its position in the $20B biomedical AI sector. The patents focus on federated learning technology and unbiased drug discovery predictions, including U.S. Application No. 18/058,732 and recently awarded Application No. 18/058,752.
The company's breakthrough technology enables AI model training across decentralized healthcare datasets without exchanging sensitive raw data, providing bidirectional security for both data sources and AI models. The patents cover methods for integrating heterogeneous healthcare data, including EHRs, imaging, genomics, and trial data, supporting applications in drug discovery, clinical trials, rare disease research, and precision medicine.
Renovaro (NASDAQ:RENB) ha ottenuto diverse concessioni di brevetti negli Stati Uniti, rafforzando la sua posizione nel settore dell'intelligenza artificiale biomedica da 20 miliardi di dollari. I brevetti riguardano la tecnologia di apprendimento federato e previsioni imparziali nella scoperta di farmaci, inclusi il brevetto statunitense n. 18/058,732 e il più recente n. 18/058,752.
La tecnologia innovativa dell'azienda permette il training di modelli AI su dataset sanitari decentralizzati senza scambiare dati grezzi sensibili, garantendo una sicurezza bidirezionale sia per le fonti dati che per i modelli AI. I brevetti coprono metodi per integrare dati sanitari eterogenei, come cartelle cliniche elettroniche, immagini, genomica e dati di sperimentazioni, supportando applicazioni in scoperta di farmaci, sperimentazioni cliniche, ricerca sulle malattie rare e medicina di precisione.
Renovaro (NASDAQ:RENB) ha asegurado múltiples concesiones de patentes en EE. UU., fortaleciendo su posición en el sector de IA biomédica de 20 mil millones de dólares. Las patentes se centran en la tecnología de aprendizaje federado y predicciones imparciales para el descubrimiento de fármacos, incluyendo la solicitud estadounidense No. 18/058,732 y la recientemente concedida No. 18/058,752.
La tecnología innovadora de la compañía permite entrenar modelos de IA en conjuntos de datos sanitarios descentralizados sin intercambiar datos sensibles en bruto, proporcionando seguridad bidireccional tanto para las fuentes de datos como para los modelos de IA. Las patentes cubren métodos para integrar datos sanitarios heterogéneos, incluyendo registros electrónicos de salud, imágenes, genómica y datos de ensayos, apoyando aplicaciones en descubrimiento de fármacos, ensayos clínicos, investigación de enfermedades raras y medicina de precisión.
Renovaro (NASDAQ:RENB)는 미국 내 다수의 특허 허가를 확보하여 200억 달러 규모의 생의학 AI 분야에서 입지를 강화했습니다. 이 특허들은 연합 학습 기술과 편향 없는 신약 발견 예측에 중점을 두고 있으며, 미국 출원 번호 18/058,732와 최근 승인된 출원 번호 18/058,752가 포함됩니다.
회사의 혁신적인 기술은 민감한 원시 데이터를 교환하지 않고도 분산된 의료 데이터셋 전반에 걸친 AI 모델 학습을 가능하게 하여 데이터 소스와 AI 모델 모두에 대해 양방향 보안을 제공합니다. 이 특허들은 전자의무기록(EHR), 영상, 유전체학, 임상시험 데이터 등 이질적인 의료 데이터를 통합하는 방법을 다루며, 신약 개발, 임상 시험, 희귀 질환 연구 및 정밀 의학 분야의 응용을 지원합니다.
Renovaro (NASDAQ:RENB) a obtenu plusieurs brevets aux États-Unis, renforçant ainsi sa position dans le secteur de l'IA biomédicale de 20 milliards de dollars. Les brevets portent sur la technologie d'apprentissage fédéré et des prédictions impartiales pour la découverte de médicaments, incluant la demande américaine n° 18/058,732 et la récente demande n° 18/058,752.
La technologie révolutionnaire de l'entreprise permet l'entraînement de modèles d'IA sur des ensembles de données de santé décentralisées sans échanger de données brutes sensibles, offrant une sécurité bidirectionnelle tant pour les sources de données que pour les modèles d'IA. Les brevets couvrent des méthodes d'intégration de données de santé hétérogènes, telles que les dossiers médicaux électroniques, l'imagerie, la génomique et les données d'essais cliniques, soutenant des applications dans la découverte de médicaments, les essais cliniques, la recherche sur les maladies rares et la médecine de précision.
Renovaro (NASDAQ:RENB) hat mehrere US-Patenterteilungen erhalten und stärkt damit seine Position im 20-Milliarden-Dollar-Bereich der biomedizinischen KI. Die Patente konzentrieren sich auf föderiertes Lernen und unvoreingenommene Vorhersagen bei der Arzneimittelentdeckung, darunter die US-Anmeldung Nr. 18/058.732 und die kürzlich erteilte Anmeldung Nr. 18/058.752.
Die bahnbrechende Technologie des Unternehmens ermöglicht das Training von KI-Modellen über dezentralisierte Gesundheitsdatensätze, ohne sensible Rohdaten auszutauschen, und bietet eine bidirektionale Sicherheit für sowohl Datenquellen als auch KI-Modelle. Die Patente umfassen Methoden zur Integration heterogener Gesundheitsdaten, einschließlich elektronischer Gesundheitsakten, Bildgebung, Genomik und Studiendaten, und unterstützen Anwendungen in der Arzneimittelentdeckung, klinischen Studien, Forschung zu seltenen Krankheiten und Präzisionsmedizin.
- None.
- Operating in a highly competitive and rapidly evolving AI technology sector
- Success depends on future partnerships and commercial adoption
Insights
Renovaro's new patents create a defensible moat in federated healthcare AI, strengthening its position in the lucrative biomedical AI market.
Renovaro has secured strategic patents that significantly enhance its competitive positioning in the $20 billion biomedical AI sector. The newly allowed patents address critical challenges in healthcare AI, particularly around federated learning - a technique that allows AI models to be trained across distributed datasets without centralizing sensitive patient information.
The core technical innovation in these patents revolves around two key capabilities: (1) unbiased drug discovery predictions and (2) bidirectional security in federated learning environments. These technologies solve fundamental bottlenecks in healthcare AI adoption - specifically the need to maintain privacy while still extracting value from disparate data sources like EHRs, genomics, and imaging.
What makes these patents particularly valuable is their broad applicability across high-value healthcare applications. The protected technology enables harmonization of heterogeneous healthcare data sources - a persistent challenge that has limited AI deployment in clinical settings. By establishing IP protection around methods for standardizing diverse datasets while maintaining data privacy, Renovaro has created a defensible moat in a high-growth market.
The continuation filings mentioned suggest Renovaro is building a layered patent strategy - a sophisticated approach used by technology leaders to extend protection periods and cover emerging applications of their core technology. This approach typically signals confidence in the foundational technology and creates sustained barriers to competition.
With these patents, Renovaro positions itself as an infrastructure provider rather than just a point-solution company - enabling partnerships across pharmaceutical research, clinical trials, and precision medicine applications. This platform approach, backed by defensible IP, creates multiple potential revenue streams and partnership opportunities in a market projected to reach
Strategic IP expansion protects federated learning technology driving pharma partnerships, biosecurity initiatives, and precision medicine growth
LOS ANGELES, CALIFORNIA / ACCESS Newswire / July 28, 2025 / Renovaro (NASDAQ:RENB), a precision-medicine technology company, today announced multiple U.S. patent allowances that significantly strengthen its competitive position in biomedical artificial intelligence. The new patents, including U.S. Application No. 18/058,732 for unbiased drug discovery predictions, expand Renovaro's growing IP portfolio anchored by foundational patents U.S. No. 11,379,757 and recently awarded Application No. 18/058,752.
Key Value Drivers:
Protected Competitive Moat in federated learning for healthcare, with continuation filings extending IP coverage by establishing broad protection around harmonizing biomedical data and applying frameworks for AI-powered prediction of both beneficial and harmful treatment effects.
Enhances Partnership Opportunities by supporting high-value applications such as high-fidelity integration of heterogeneous datasets - including electronic health records (EHRs), imaging, genomics, and trial data - across distributed environments, directly enabling applications in drug discovery, clinical trials, rare disease research, and precision medicine.
Breakthrough in Federated and Secure AI Learning: The newly issued patent covers a novel federated learning architecture that enables advanced AI model training across decentralized healthcare datasets - such as those held by hospitals, research institutions, or biopharma partners - without requiring the exchange of sensitive raw data. This innovation provides robust bidirectional security, protecting both the underlying data sources and the integrity of the resulting AI models, and positions the company at the forefront of privacy-preserving AI in healthcare
Scalable and Reproducible AI Models designed for real-world deployment across heterogeneous data environments - an essential capability for future pharmaceutical and clinical partners.
Robust IP Pipeline: Multiple continuation filings underway, providing sustained innovation and patent coverage over time.
Renovaro's newly allowed patents include innovations titled "Methods, Systems, and Frameworks for Unbiased Data in Drug Discovery Predictions" and "Methods, Systems, and Frameworks for Federated Learning While Ensuring Bi-Directional Data Security". These methods address critical pain points in biomedical AI, such as data sparsity, source heterogeneity, and lack of model transferability - paving the way for reproducible AI models in precision medicine. These filings also deepen the company's IP foundation by addressing key bottlenecks in the biomedical AI space - specifically, the integration of heterogeneous data such as EHRs, genomics, imaging, and clinical trial results into standardized pipelines capable of producing clinically relevant, reproducible insights.
These capabilities are particularly critical for applications in rare disease research, trial optimization, and therapeutic targeting - areas with strong unmet needs and have high-value partnership potential.
"Expanding our IP footprint in federated learning and AI-based data harmonization directly supports our long-term vision: to be the platform of choice for next-generation biomedical research and precision medicine," said David Weinstein, CEO, Renovaro.
With additional patents pending and a portfolio designed to scale with evolving interoperability standards and regulatory demands, Renovaro continues to solidify its position as a platform company with durable, defensible technology in a market estimated to reach over
About Renovaro (NASDAQ: RENB)
Renovaro is a forward-looking biotechnology company harnessing the power of artificial intelligence and data science to develop innovative therapies and diagnostics in oncology, infectious disease, and autoimmune disorders. By integrating cutting-edge machine learning with biomedical research, Renovaro aims to dramatically improve treatment outcomes and enable earlier disease detection.
Forward-Looking Statements
This press release contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. All statements other than statements of historical fact are forward-looking and subject to risks and uncertainties that could cause actual results to differ materially. Please refer to our filings with the SEC for a discussion of these risks.
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SOURCE: Renovaro Biosciences
View the original press release on ACCESS Newswire
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