2 papers
cs.LG2026
Univariate Channel Fusion for Multivariate Time Series Classification
Fernando Moro, Vinicius M. A. Souza
Multivariate time series classification (MTSC) plays a crucial role in various domains, including biomedical signal analysis and motion monitoring. However, existing approaches, pa…
cs.LG2022
Clinical Deterioration Prediction in Brazilian Hospitals Based on Artificial Neural Networks and Tree Decision Models
Hamed Yazdanpanah, Augusto C. M. Silva, Murilo Guedes +3
Early recognition of clinical deterioration (CD) has vital importance in patients' survival from exacerbation or death. Electronic health records (EHRs) data have been widely emplo…