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CORDIS

Federate Learning and mUlti-party computation Techniques for prostatE cancer

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Algorithm identification (opens in new window)

Report on algorithms & strategies identified in T9.1

Initial CDP and CDEP establishment (opens in new window)
SoA of FL-tailored AI models, PET methods and tools (opens in new window)

SoA of FL-tailored AI models (especially relevant predictive DNN and synthetic data generation models), PET methods (especially SPMC, FSS and TEE related methods) and tools will contain an analysis of AI models and central aggregation methods for the FL setting, as well as state of the art of the PET methods and SW tools for FL scenarios.

Publications

Algorithms (opens in new window)

Author(s): Carla Lázaro, Cecilio Angulo
Published in: Human-Centric Data Science for Innovations in Intelligent Healthcare and Remote Monitoring: Methods, Approaches and Technologies, 2024, ISSN 1999-4893
Publisher: MDPI
DOI: 10.3390/a17120591

Sensors (opens in new window)

Author(s): Lazaro Trilles, Carla; Angulo, Cecilio
Published in: Role and Challenges of Healthcare Cognitive Computing: From Extraction to Data Analysis Techniques, 2024, ISSN 1424-8220
Publisher: MDPI
DOI: 10.3390/s24237843

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