Stephanie L. Hyland

Early prediction of circulatory failure in the intensive care unit using machine learning

Stephanie L. Hyland, Martin Faltys, Matthias Hüser et al. · Nature Medicine · 2020 · 451 citations · Full text

Medicine, Computer Science, Critical Care Nursing +17

Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs

Cristóbal Esteban, Stephanie L. Hyland, Gunnar Rätsch · arXiv (Cornell University) · 2017 · 269 citations · Full text

Computing, Computer Science, Health Informatics +16

Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing

Shruthi Bannur, Stephanie L. Hyland, Qianchu Liu et al. · 2023 · 164 citations

Computing, Computer Science, Biomedical Imaging +15

Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology

Nur Yildirim, Hannah Richardson, Maria Teodora Wetscherek et al. · 2024 · 73 citations · Full text

Computing, Radiology, Computer Vision +15

Neural Document Embeddings for Intensive Care Patient Mortality Prediction

Paulina Grnarova, Florian Schmidt, Stephanie L. Hyland et al. · arXiv (Cornell University) · 2016 · 49 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17