Multi-task Neural Networks for Personalized Pain Recognition from Physiological Signals

17 August 2017

Papers citing "Multi-task Neural Networks for Personalized Pain Recognition from Physiological Signals"

16 / 16 papers shown

Title
Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation Muhammad Haseeb Aslam Clara Martinez M. Pedersoli Alessandro Lameiras Koerich Ali Etemad Eric Granger 29 0 0 19 Apr 2025
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
Joint Multimodal Transformer for Emotion Recognition in the Wild Paul Waligora Haseeb Aslam Osama Zeeshan Soufiane Belharbi A. L. Koerich M. Pedersoli Simon L Bacon Eric Granger 40 6 0 15 Mar 2024
Pain Analysis using Adaptive Hierarchical Spatiotemporal Dynamic Imaging Issam Serraoui Eric Granger Abdenour Hadid Abdelmalik Taleb-Ahmed 30 0 0 12 Dec 2023
Uncertainty Quantification in Neural-Network Based Pain Intensity Estimation Burcu Ozek Zhenyuan Lu S. Radhakrishnan S. Kamarthi 27 2 0 14 Nov 2023
Pain Forecasting using Self-supervised Learning and Patient Phenotyping: An attempt to prevent Opioid Addiction Swati Padhee Tanvi Banerjee Daniel M. Abrams Nirmish Shah 11 0 0 09 Oct 2023
A Survey on Personalized Affective Computing in Human-Machine Interaction Jialin Li A. Waleed Hanan Salam AI4TS 14 6 0 01 Apr 2023
Uncovering Bias in Personal Informatics Sofia Yfantidou Pavlos Sermpezis Athena Vakali R. Baeza-Yates 24 6 0 27 Mar 2023
Automatic pain recognition from Blood Volume Pulse (BVP) signal using machine learning techniques Fatemeh Pouromran Yin-Yan Lin S. Kamarthi 22 2 0 19 Mar 2023
Transformer Encoder with Multiscale Deep Learning for Pain Classification Using Physiological Signals Zhenyu Lu Burcu Ozek S. Kamarthi ViT MedIm 29 14 0 13 Mar 2023
Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction Ruijing Yang Ziyu Guan Zitong Yu Xiaoyi Feng Jinye Peng Guoying Zhao 14 9 0 18 May 2021
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 22 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 19 21 0 19 Jul 2019
Personalizing Intervention Probabilities By Pooling Sabina Tomkins P. Klasnja S. Murphy 11 0 0 02 Dec 2018
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 16 12 0 21 Aug 2018
Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning D. Martinez Ognjen Rudovic Rosalind W. Picard 32 23 0 10 Nov 2017