Chuizheng Meng

Benchmarking deep learning models on large healthcare datasets

2018 · Journal of Biomedical Informatics

Deep learning models (aka Deep Neural Networks) have revolutionized many fields including computer vision, natural language processing, speech recognition, and is being increasingly used in clinical healthcare applications. However, few works exist which have benchmarked …

Time-delayed Multivariate Time Series Predictions

2023 · Society for Industrial and Applied Mathematics eBooks

A major issue with real-time monitoring is to collect complete data. Hardware or software failures, network issues or, more frequently, time delays can disrupt such a collection. This results in having two versions of the …