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Pain is a serious worldwide health problem that affects a vast proportion of the population.
A coefficient of agreement for nominal scales
Jacob Cohen · 1960
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Persistent pain and well-being: a world health organization study in primary care
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Towards a mechanism-based classification of pain?, 1998
Clifford J Woolf, Gary J Bennett, Michael Doherty, Ronald Dubner, Bruce Kidd, Martin Koltzenburg, Richard Lipton, John D Loeser, Richard Payne, and Eric Torebjork · 1998
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Minority cancer patients and their providers: pain management attitudes and practice
Karen O Anderson, Tito R Mendoza, Vicente Valero, Stephen P Richman, Christy Russell, Judith Hurley, Cindy DeLeon, Patricia Washington, Guadalupe Palos, Richard Payne, et al · 2000
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Nathaniel Katz · 2002
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Classification of pain
Ole Thienhaus and B Eliot Cole · 2002
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Survey of chronic pain in europe: prevalence, impact on daily life, and treatment
Harald Breivik, Beverly Collett, Vittorio Ventafridda, Rob Cohen, and Derek Gallacher · 2006
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Common chronic pain conditions in developed and developing countries: gender and age differences and comorbidity with depression-anxiety disorders
Adley Tsang, Michael Von Korff, Sing Lee, Jordi Alonso, Elie Karam, Matthias C Angermeyer, Guilherme Luiz Guimaraes Borges, Evelyn J Bromet, Giovanni De Girolamo, Ron De Graaf, et al · 2008
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Improving the quality of care through pain assessment and management
Nancy Wells, Chris Pasero, and Margo McCaffery · 2008
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Behavioural assessment of pediatric pain
Ronald L Blount and Kristin A Loiselle · 2009
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Monitoring of sympathetic tone to assess postoperative pain: skin conductance vs surgical stress index
Thomas Ledowski, B Ang, T Schmarbeck, and J Rhodes · 2009
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Relationship Between Pain and Quality of Life
M. Azizabadi Farahani and S. Assari · 2010
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Rectified linear units improve restricted boltzmann machines
Vinod Nair and Geoffrey E Hinton · 2010
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Unrelieved pain is a major global healthcare problem, 2012
International Association for the Study of Pain · 2012
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A guide for analysing electrodermal activity (eda) & skin conductance responses (scrs) for psychological experiments
Jason J Braithwaite, Derrick G Watson, Robert Jones, and Mickey Rowe · 2013
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The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system
Steffen Walter, Sascha Gruss, Hagen Ehleiter, Junwen Tan, Harald C. Traue, Philipp Werner, Ayoub Al-Hamadi, Stephen Crawcour, Adriano O. Andrade, and Gustavo Moreira da Silva · 2013
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio · 2014
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Automatic pain recognition from video and biomedical signals
Philipp Werner, Ayoub Al-Hamadi, Robert Niese, Steffen Walter, Sascha Gruss, and Harald C Traue · 2014
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Batch normalization: Accelerating deep network training by reducing internal covariate shift
Sergey Ioffe and Christian Szegedy · 2015
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Multimodal data fusion for person-independent, continuous estimation of pain intensity
Markus Kächele, Patrick Thiam, Mohammadreza Amirian, Philipp Werner, Steffen Walter, Friedhelm Schwenker, and Günther Palm · 2015
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Layer normalization, 2016
Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton · 2016
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Gaussian error linear units (gelus), 2016
Dan Hendrycks and Kevin Gimpel · 2016
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Temporal convolutional networks: A unified approach to action segmentation
Colin Lea, Rene Vidal, Austin Reiter, and Gregory D Hager · 2016
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Visual saliency detection based on multiscale deep cnn features
Guanbin Li and Yizhou Yu · 2016
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Wavenet: A generative model for raw audio
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Exploring deep physiological models for nociceptive pain recognition
Patrick Thiam, Peter Bellmann, Hans A Kestler, and Friedhelm Schwenker · 2019
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Using a motion sensor to categorize nonspecific low back pain patients: a machine learning approach
Masoud Abdollahi, Sajad Ashouri, Mohsen Abedi, Nasibeh Azadeh-Fard, Mohamad Parnianpour, Kinda Khalaf, and Ehsan Rashedi · 2020
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An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2020
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Sensor technologies to manage the physiological traits of chronic pain: A review
David Naranjo-Hernández, Javier Reina-Tosina, and Laura M. Roa · 2020
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Multibranch and multiscale cnn for fault diagnosis of wheelset bearings under strong noise and variable load condition
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Prospective analysis of pain and pain management in an emergency department
Massimiliano Leigheb, Maurizio Sabbatini, Marco Baldrighi, Erik A Hasenboehler, Luca Briacca, Federico Grassi, Mario Cannas, Giancarlo Avanzi, and Castello Luigi Mario · 2017
Cited alongside, same era.
Multi-task neural networks for personalized pain recognition from physiological signals
Daniel Lopez-Martinez and Rosalind Picard · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin · 2017
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Challenges faced by nurses in using pain assessment scale in patients unable to communicate: a qualitative study
Kolsoum Deldar, Razieh Froutan, and Abbas Ebadi · 2018
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Squeeze-and-excitation networks
Jie Hu, Li Shen, and Gang Sun · 2018
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Chapter 5 - pain assessment
Asimina Lazaridou, Nick Elbaridi, Robert R. Edwards, and Charles B. Berde · 2018
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Dandan Peng, Huan Wang, Zhiliang Liu, Wei Zhang, Ming J Zuo, and Jian Chen · 2020
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Medical expert system for low back pain management: design issues and conflict resolution with bayesian network
Debarpita Santra, Jyotsna Kumar Mandal, Swapan Kumar Basu, and Subrata Goswami · 2020
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Automated nociceptive pain assessment using physiological signals and a hybrid deep learning network
Saranya Devi Subramaniam and Brindha Dass · 2020
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Hybrid rnn-ann based deep physiological network for pain recognition
Run Wang, Ke Xu, Hui Feng, and Wei Chen · 2020
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Convolution-and attention-based neural network for automated sleep stage classification
Tianqi Zhu, Wei Luo, and Feng Yu · 2020
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Objective pain assessment using wrist-based ppg signals: A respiratory rate based method
Rui Cao, Seyed Amir Hossein Aqajari, Emad Kasaeyan Naeini, and Amir M Rahmani · 2021
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Pain and stress detection using wearable sensors and devices—a review
Jerry Chen, Maysam Abbod, and Jiann-Shing Shieh · 2021
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An attention-based deep learning approach for sleep stage classification with single-channel eeg
Emadeldeen Eldele, Zhenghua Chen, Chengyu Liu, Min Wu, Chee-Keong Kwoh, Xiaoli Li, and Cuntai Guan · 2021
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Enforcing multilabel consistency for automatic spatio-temporal assessment of shoulder pain intensity
Diyala Erekat, Zakia Hammal, Maimoon Siddiqui, and Hamdi Dibeklioğlu · 2021
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Comparison of feature extraction methods for physiological signals for heat-based pain recognition
Philip Gouverneur, Frédéric Li, Wacław M Adamczyk, Tibor M Szikszay, Kerstin Luedtke, and Marcin Grzegorzek · 2021
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Machine learning in pain medicine: an up-to-date systematic review
Maria Matsangidou, Andreas Liampas, Melpo Pittara, Constantinos S Pattichi, and Panagiotis Zis · 2021
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Pain recognition with electrocardiographic features in postoperative patients: method validation study
Emad Kasaeyan Naeini, Ajan Subramanian, Michael-David Calderon, Kai Zheng, Nikil Dutt, Pasi Liljeberg, Sanna Salantera, Ariana M Nelson, Amir M Rahmani, et al · 2021
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Exploration of physiological sensors, features, and machine learning models for pain intensity estimation
Fatemeh Pouromran, Srinivasan Radhakrishnan, and Sagar Kamarthi · 2021
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Review and analysis of pain research literature through keyword co-occurrence networks
Burcu Ozek, Zhenyuan Lu, Fatemeh Pouromran, and Sagar Kamarthi · 2022
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Personalized deep bi-lstm rnn based model for pain intensity classification using eda signal
Fatemeh Pouromran, Yingzi Lin, and Sagar Kamarthi · 2022
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Tree-based models for pain detection from biomedical signals
Heng Shi, Belkacem Chikhaoui, and Shengrui Wang · 2022
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Automatic recognition methods supporting pain assessment: A survey
Philipp Werner, Daniel Lopez-Martinez, Steffen Walter, Ayoub Al-Hamadi, Sascha Gruss, and Rosalind W. Picard · 2022
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