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Open-world Multi-modal Machine Learning for Uncertain Medicine and Healthcare Big Data Analysis

Prazo para submissão: 30 November 2024

Data de Notificação: 01/04/2025

Editora: Elsevier

Revista: Information Sciences

Link: https://www.sciencedirect.com/special-issue/304195/open-world-multi-modal-machine-learning-for-uncertain-medicine-and-healthcare-big-data-analysis

Detalhes:

The computerization of medical charts enables the recording of patients’ medical histories over time and this generates large-scale datasets that pose various challenges for data analytics, including high dimensionality, large heterogeneity, class imbalance, and, in some cases, low numbers of samples. The medicine and healthcare big data can be available in different formats, such as numeric, textual, time series, and images. The data also can originate from diverse sources. More importantly, th

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