Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning

10 November 2017

Papers citing "Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning"

6 / 6 papers shown

Title
Multi-task Neural Networks for Pain Intensity Estimation using Electrocardiogram and Demographic Factors Stefanos Gkikas Chariklia Chatzaki Manolis Tsiknakis 23 7 0 28 Jul 2024
Automatic Estimation of Self-Reported Pain by Trajectory Analysis in the Manifold of Fixed Rank Positive Semi-Definite Matrices Benjamin Szczapa Mohamed Daoudi Stefano Berretti P. Pala A. Bimbo Z. Hammal CVBM 21 8 0 05 Sep 2022
Pain Detection with fNIRS-Measured Brain Signals: A Personalized Machine Learning Approach Using the Wavelet Transform and Bayesian Hierarchical Modeling with Dirichlet Process Priors D. Martinez Ke Peng Arielle J. Lee D. Borsook Rosalind W. Picard 19 27 0 30 Jul 2019
Detection of Real-world Driving-induced Affective State Using Physiological Signals and Multi-view Multi-task Machine Learning D. Martinez Neska El Haouij Rosalind W. Picard 16 21 0 19 Jul 2019
Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks D. Martinez Patrick C Eschenfeldt Sassan Ostvar Myles A. Ingram C. Hur Rosalind W. Picard OffRL 11 40 0 25 Apr 2019
Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals D. Martinez Ke Peng Sarah C. Steele Arielle J. Lee D. Borsook Rosalind W. Picard 13 12 0 21 Aug 2018