no code implementations • 9 Nov 2021 • Benjamin Shickel, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
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 computer vision and natural language processing domains.
no code implementations • 4 Oct 2021 • Anis Davoudi, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Low physical activity levels in the intensive care units (ICU) patients have been linked to adverse clinical outcomes.
no code implementations • 2 Sep 2021 • Raheleh Baharloo, Jose C. Principe, Parisa Rashidi, Patrick J. Tighe
The dynamics of patients' physiological responses to these surgical events are linked to long-term post-operative pain development.
no code implementations • 20 Apr 2020 • Florenc Demrozi, Graziano Pravadelli, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Pain and physical function are both essential indices of recovery in critically ill patients in the Intensive Care Units (ICU).
no code implementations • 25 Apr 2018 • Anis Davoudi, Kumar Rohit Malhotra, Benjamin Shickel, Scott Siegel, Seth Williams, Matthew Ruppert, Emel Bihorac, Tezcan Ozrazgat-Baslanti, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
In this pilot study, we examined the feasibility of using pervasive sensing technology and artificial intelligence for autonomous and granular monitoring of critically ill patients and their environment in the Intensive Care Unit (ICU).