Franco van Wyk

Real-Time Sensor Anomaly Detection and Identification in Automated Vehicles

Franco van Wyk, Yiyang Wang, Anahita Khojandi et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 327 citations

Automotive Tracking, Convolutional Neural Network, Anomaly Detection +18

A minimal set of physiomarkers in continuous high frequency data streams predict adult sepsis onset earlier

Franco van Wyk, Anahita Khojandi, Akram Mohammed et al. · International Journal of Medical Informatics · 2018 · 66 citations · Full text

Adult Sepsis, Minimal Set, Computational Biology +6

Improving Prediction Performance Using Hierarchical Analysis of Real-Time Data: A Sepsis Case Study

Franco van Wyk, Anahita Khojandi, Rishikesan Kamaleswaran · IEEE Journal of Biomedical and Health Informatics · 2019 · 52 citations

Sepsis Case Study, Engineering, Machine Learning +28

Temporal Differential Expression of Physiomarkers Predicts Sepsis in Critically Ill Adults

Akram Mohammed, Franco van Wyk, Lokesh Chinthala et al. · Shock · 2020 · 41 citations · Full text

A Dynamic Deep Reinforcement Learning-Bayesian Framework for Anomaly Detection

Jeremy Watts, Franco van Wyk, Shahrbanoo Rezaei et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 39 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +13