Decentralised AI/ML Healthcare Training System Patent
Summary
The European Patent Office granted Presagen Pty Ltd Patent EP4035096A1 for a decentralised AI/ML training system used in healthcare applications. The system enables federated or distributed machine learning training across multiple entities without centralised data collection. The patent covers methods and systems for training AI models on sensitive healthcare data while preserving privacy.
What changed
The European Patent Office published EP4035096A1, granting Presagen Pty Ltd a patent for a decentralised AI/ML training system in healthcare. The invention covers methods for training machine learning models across distributed healthcare data sources without centralised data aggregation, potentially applicable to federated learning architectures. Key inventors include Hall, Perugini, Nguyen, and Johnston, with the patent classified under G16H (Health Informatics) and G06N (Machine Learning).
Healthcare technology companies and AI developers working on federated learning, distributed ML training, or privacy-preserving healthcare AI systems should review this patent for potential infringement risks or licensing opportunities. The patent's broad claim scope covering decentralised AI training may affect product development strategies in this space.
What to do next
- Monitor for updates on related patent applications
- Review freedom-to-operate for federated learning healthcare AI systems
Archived snapshot
Apr 8, 2026GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.
DECENTRALISED ARTIFICIAL INTELLIGENCE (AI)/MACHINE LEARNING TRAINING SYSTEM
Publication EP4035096A1 Kind: A1 Apr 01, 2026
Applicants
Presagen Pty Ltd
Inventors
HALL, Jonathan Michael MacGillivray, PERUGINI, Donato, PERUGINI, Michelle, NGUYEN, Tuc Van, JOHNSTON, Adrian
IPC Classifications
G06N 20/00 20190101AFI20230615BHEP G06T 7/00 20170101ALI20230615BHEP G06N 3/08 20060101ALI20230615BHEP G16H 30/40 20180101ALI20230615BHEP G06N 3/0464 20230101ALI20230615BHEP G06N 3/048 20230101ALI20230615BHEP G06N 3/09 20230101ALI20230615BHEP G06N 3/096 20230101ALI20230615BHEP G06N 3/098 20230101ALI20230615BHEP G06N 3/0985 20230101ALI20230615BHEP G06N 3/045 20230101ALI20230615BHEP G06N 3/088 20230101ALI20230615BHEP G16H 50/20 20180101ALI20230615BHEP G06F 9/50 20060101ALI20230615BHEP
Designated States
AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR
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