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An Explainable Transformer Model for Pain Intensity Assessment Using Multi-Modal Facial Sequential Images

https://doi.org/10.2139/ssrn.5201152
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-56687-0_13openalex-snapshot
Spatio-temporal Pain Recognition in CNN-Based Super-Resolved Facial Images
inferredcites →https://doi.org/10.1007/s00530-010-0182-0openalex-snapshot
Multimodal fusion for multimedia analysis: a survey
inferredcites →https://doi.org/10.1007/s12193-020-00362-8openalex-snapshot
PLAAN: Pain Level Assessment with Anomaly-detection based Network
inferredcites →https://doi.org/10.1016/0304-3959(77)90132-4openalex-snapshot
Pain, depression, and illness behavior in a Pain Clinic population
inferredcites →https://doi.org/10.1016/j.chb.2019.02.001openalex-snapshot
Toward dynamic pain expressions in avatars: Perceived realism and pain level of different action unit orders
inferredcites →https://doi.org/10.1016/j.compbiomed.2020.104150openalex-snapshot
Multimodal spatio-temporal deep learning approach for neonatal postoperative pain assessment
inferredcites →https://doi.org/10.1016/j.pmn.2011.10.002openalex-snapshot
Pain Assessment in the Patient Unable to Self-Report: Position Statement with Clinical Practice Recommendations
inferredcites →https://doi.org/10.1038/s41591-022-01981-2openalex-snapshot
Multimodal biomedical AI
inferredcites →https://doi.org/10.1038/s41598-021-90285-5openalex-snapshot
Explaining deep neural networks for knowledge discovery in electrocardiogram analysis
inferredcites →https://doi.org/10.1097/j.pain.0000000000000731openalex-snapshot
Racial and ethnic differences in experimental pain sensitivity: systematic review and meta-analysis
inferredcites →https://doi.org/10.1097/j.pain.0000000000001424openalex-snapshot
Facial muscle movements encoding pain—a systematic review
inferredcites →https://doi.org/10.1109/cybconf.2013.6617456openalex-snapshot
The biovid heat pain database data for the advancement and systematic validation of an automated pain recognition system
inferredcites →https://doi.org/10.1109/fg.2011.5771462openalex-snapshot
Painful data: The UNBC-McMaster shoulder pain expression archive database
inferredcites →https://doi.org/10.1109/fg.2018.00019openalex-snapshot
OpenFace 2.0: Facial Behavior Analysis Toolkit
inferredcites →https://doi.org/10.1109/fg.2018.00044openalex-snapshot
Deep Multimodal Pain Recognition: A Database and Comparison of Spatio-Temporal Visual Modalities
inferredcites →https://doi.org/10.1109/fg47880.2020.00060openalex-snapshot
Multimodal Fusion of Physiological Signals and Facial Action Units for Pain Recognition
inferredcites →https://doi.org/10.1109/icievicivpr52578.2021.9564244openalex-snapshot
Automated Pain Estimation based on Facial Action Units from Multi-Databases
inferredcites →https://doi.org/10.1109/lsp.2016.2603342openalex-snapshot
Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks
inferredcites →https://doi.org/10.1109/taffc.2015.2462830openalex-snapshot
The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset
inferredcites →https://doi.org/10.1109/taffc.2019.2946774openalex-snapshot
Automatic Recognition Methods Supporting Pain Assessment: A Survey
inferredcites →https://doi.org/10.1109/taffc.2019.2949314openalex-snapshot
Learning Pain from Action Unit Combinations: A Weakly Supervised Approach via Multiple Instance Learning
inferredcites →https://doi.org/10.1109/tip.2020.2996086openalex-snapshot
Multi-Modal Recurrent Attention Networks for Facial Expression Recognition
inferredcites →https://doi.org/10.1111/jan.13395openalex-snapshot
Hospitalized patients’ vs. nurses’ assessments of pain intensity and barriers to pain management
inferredcites →https://doi.org/10.1111/jocn.15200openalex-snapshot
Consistency of postoperative pain assessments between nurses and patients undergoing enhanced recovery after gynaecological surgery
inferredcites →https://doi.org/10.1186/s12859-021-04228-yopenalex-snapshot
Thermal face recognition under different conditions
inferredcites →https://doi.org/10.12688/f1000research.20441.1openalex-snapshot
Objective Pain Assessment: a Key for the Management of Chronic Pain
inferredcites →https://doi.org/10.1587/transinf.2021edp7065openalex-snapshot
Multimodal-Based Stream Integrated Neural Networks for Pain Assessment
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-demos.6openalex-snapshot
Transformers: State-of-the-Art Natural Language Processing
inferredcites →https://doi.org/10.23750/abm.v89i4-s.7055openalex-snapshot
Pain assessment in the Emergency Department. Correlation between pain rated by the patient and by the nurse. An observational study.
inferredcites →https://doi.org/10.3389/fnins.2022.831627openalex-snapshot
Experimental Exploration of Objective Human Pain Assessment Using Multimodal Sensing Signals
inferredcites →https://doi.org/10.3390/electronics10161926openalex-snapshot
Automatic Pain Estimation from Facial Expressions: A Comparative Analysis Using Off-the-Shelf CNN Architectures
inferredcites →https://doi.org/10.3390/s20020365openalex-snapshot
Sensor Technologies to Manage the Physiological Traits of Chronic Pain: A Review
inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot
AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
inferredcites →https://doi.org/10.48550/arxiv.2206.02761openalex-snapshot
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images
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