176 citations · 224 across the 39 of their papers we have counts for
3 papers · 1 filter
Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit using Flexible Multimodal Transformers
Benjamin Shickel, Patrick J. Tighe, Azra Bihorac +1
Recent deep learning research based on Transformer model architectures has demonstrated state-of-the-art performance across a variety of domains and tasks, mostly within the comput…
Posture Recognition in the Critical Care Settings using Wearable Devices
Anis Davoudi, Patrick J. Tighe, Azra Bihorac +1
Low physical activity levels in the intensive care units (ICU) patients have been linked to adverse clinical outcomes. Therefore, there is a need for continuous and objective measu…
Analysis of Intra-Operative Physiological Responses Through Complex Higher-Order SVD for Long-Term Post-Operative Pain Prediction
Raheleh Baharloo, Jose C. Principe, Parisa Rashidi +1
Long-term pain conditions after surgery and patients' responses to pain relief medications are not yet fully understood. While recent studies developed an index for nociception lev…