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MedTimeSplit: Continual dataset partitioning to mimic real-world settings for federated learning on Non-IID medical image data

Year: 2024

Type: conference-paper

Source: IEEE International Conference on Big Data (BigData)

DOI: 10.1109/bigdata62323.2024.10826044

Authors: Erikson J. de Aguiar, Agma J. M. Traina, Sumi Helal

Institutions: Universidade de São Paulo, University of Florida

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funder: National Research Council

OpenAlex ID: W4406460631

FWCI:

Cites: 30

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Related to: 10