47 citations · 89 across the 8 of their papers we have counts for
4 papers · 1 filter
Prediction of Clinical Complication Onset using Neural Point Processes
Sachini Weerasekara, Sagar Kamarthi, Jacqueline Isaacs
Predicting medical events in advance within critical care settings is paramount for patient outcomes and resource management. Utilizing predictive models, healthcare providers can…
Uncertainty Quantification in Neural-Network Based Pain Intensity Estimation
Burcu Ozek, Zhenyuan Lu, Srinivasan Radhakrishnan +1
Improper pain management can lead to severe physical or mental consequences, including suffering, and an increased risk of opioid dependency. Assessing the presence and severity of…
Automatic pain recognition from Blood Volume Pulse (BVP) signal using machine learning techniques
Fatemeh Pouromran, Yingzi Lin, Sagar Kamarthi
Physiological responses to pain have received increasing attention among researchers for developing an automated pain recognition sensing system. Though less explored, Blood Volume…
Transformer Encoder with Multiscale Deep Learning for Pain Classification Using Physiological Signals
Zhenyuan Lu, Burcu Ozek, Sagar Kamarthi
Pain is a serious worldwide health problem that affects a vast proportion of the population. For efficient pain management and treatment, accurate classification and evaluation of…