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The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset

https://doi.org/10.1109/taffc.2015.2462830

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Psychological therapies for the management of chronic pain (excluding headache) in adults

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Gesture-Based Affective Computing on Motion Capture Data

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Recognizing Affective Dimensions from Body Posture

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Detecting Affect from Non-stylised Body Motions

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Continuous Pain Intensity Estimation from Facial Expressions

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Expressing pain: The communication and interpretation of facial pain signals

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The relationship between pain-related fear and lumbar flexion during natural recovery from low back pain

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The Fear-Avoidance Model of Musculoskeletal Pain: Current State of Scientific Evidence

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The Body Action and Posture Coding System (BAP): Development and Reliability

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Facial expression accompanying pain

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Relationships between nurses' observations and patients' self-reports of pain

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IASP taxonomy of chronic pain syndromes: preliminary assessment of reliability

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The consistency of facial expressions of pain: a comparison across modalities

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Increased use of safety-seeking behaviors in chronic back pain patients with high health anxiety

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A Kinect-based system for cognitive rehabilitation exercises monitoring

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Exploring the potential of computer and video games for health and physical education: A literature review

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Automatic Decoding of Facial Movements Reveals Deceptive Pain Expressions

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Changes in coordination of postural control during dynamic stance in chronic low back pain patients

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Facial expression recognition based on Local Binary Patterns: A comprehensive study

inferredcites →https://doi.org/10.1016/j.imavis.2008.12.010openalex-snapshot

Automatic coding of facial expressions displayed during posed and genuine pain

inferredcites →https://doi.org/10.1016/j.imavis.2009.05.007openalex-snapshot

The painful face – Pain expression recognition using active appearance models

inferredcites →https://doi.org/10.1016/j.imavis.2011.07.004openalex-snapshot

Cost-effective solution to synchronised audio-visual data capture using multiple sensors

inferredcites →https://doi.org/10.1016/j.imavis.2014.02.008openalex-snapshot

Classification and weakly supervised pain localization using multiple segment representation

inferredcites →https://doi.org/10.1016/j.jpain.2009.09.001openalex-snapshot

How Neuroimaging Studies Have Challenged Us to Rethink: Is Chronic Pain a Disease?

inferredcites →https://doi.org/10.1016/j.jpain.2011.07.007openalex-snapshot

Feeling More Pain, Yet Showing Less: The Influence of Social Threat on Pain

inferredcites →https://doi.org/10.1016/j.pain.2003.11.003openalex-snapshot

Communicative dimensions of pain catastrophizing: social cueing effects on pain behaviour and coping

inferredcites →https://doi.org/10.1016/j.pain.2006.06.019openalex-snapshot

The influence of communication goals and physical demands on different dimensions of pain behavior

inferredcites →https://doi.org/10.1016/j.pain.2008.04.010openalex-snapshot

The structure, reliability and validity of pain expression: Evidence from patients with shoulder pain

inferredcites →https://doi.org/10.1016/j.pain.2010.07.004openalex-snapshot

The persistence of pain behaviors in patients with chronic back pain is independent of pain and psychological factors

inferredcites →https://doi.org/10.1016/j.pain.2012.01.007openalex-snapshot

Patients who display protective pain behaviors are viewed as less likable, less dependable, and less likely to return to work

inferredcites →https://doi.org/10.1016/j.pain.2012.02.001openalex-snapshot

Pain-related fear predicts reduced spinal motion following experimental back injury

inferredcites →https://doi.org/10.1016/j.pain.2014.08.019openalex-snapshot

Pain communication through body posture: The development and validation of a stimulus set

inferredcites →https://doi.org/10.1016/j.pain.2014.09.031openalex-snapshot

Impact of pain behaviors on evaluations of warmth and competence

inferredcites →https://doi.org/10.1016/s0005-7894(00)80023-4openalex-snapshot

Chronic pain patient-partner interactions: Further support for a behavioral model of chronic pain

inferredcites →https://doi.org/10.1016/s0005-7894(82)80001-4openalex-snapshot

Development of an observation method for assessing pain behavior in chronic low back pain patients

inferredcites →https://doi.org/10.1016/s0005-7967(01)00075-4openalex-snapshot

Assessing pain behaviour of low-back pain patients in real time: concurrent validity and examiner sensitivity

inferredcites →https://doi.org/10.1016/s0268-0033(02)00103-1openalex-snapshot

Differentiating temporal electromyographic waveforms between those with chronic low back pain and healthy controls

inferredcites →https://doi.org/10.1016/s0304-3959(02)00101-xopenalex-snapshot

Pain and negative emotions in the face: judgements by health care professionals

inferredcites →https://doi.org/10.1016/s0304-3959(99)00242-0openalex-snapshot

Fear-avoidance and its consequences in chronic musculoskeletal pain: a state of the art

inferredcites →https://doi.org/10.1016/s0924-9338(97)83296-8openalex-snapshot

The Mini International Neuropsychiatric Interview (MINI). A short diagnostic structured interview: reliability and validity according to the CIDI

inferredcites →https://doi.org/10.1016/s1050-6411(00)00013-4openalex-snapshot

An application of pattern recognition for the comparison of trunk muscles EMG waveforms between subjects with and without chronic low back pain during flexion–extension and lateral bending tasks

inferredcites →https://doi.org/10.1017/s0140525x00052316openalex-snapshot

Pain behaviour is not unitary

inferredcites →https://doi.org/10.1017/s0140525x02000080openalex-snapshot

Facial expression of pain: An evolutionary account

inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot

Random Forests

inferredcites →https://doi.org/10.1023/a:1023608506243openalex-snapshot

Emotional Empathy as Related to Mimicry Reactions at Different Levels of Information Processing

inferredcites →https://doi.org/10.1037//0022-006x.70.3.678openalex-snapshot

Psychological factors in chronic pain: Evolution and revolution.

inferredcites →https://doi.org/10.1037/0022-3514.48.4.1089openalex-snapshot

Facial expression during induced pain.

inferredcites →https://doi.org/10.1037/0033-2909.133.4.581openalex-snapshot

The biopsychosocial approach to chronic pain: Scientific advances and future directions.

inferredcites →https://doi.org/10.1037/1040-3590.7.4.524openalex-snapshot

The Pain Catastrophizing Scale: Development and validation.

inferredcites →https://doi.org/10.1037/1082-989x.1.1.30openalex-snapshot

Forming inferences about some intraclass correlation coefficients.

inferredcites →https://doi.org/10.1038/nrn3516openalex-snapshot

Cognitive and emotional control of pain and its disruption in chronic pain

inferredcites →https://doi.org/10.1080/07370024.2012.688468openalex-snapshot

Understanding the Role of Body Movement in Player Engagement

inferredcites →https://doi.org/10.1080/07370024.2015.1085310openalex-snapshot

Go-with-the-Flow: Tracking, Analysis and Sonification of Movement and Breathing to Build Confidence in Activity Despite Chronic Pain

inferredcites →https://doi.org/10.1080/17470919.2014.890668openalex-snapshot

The Body Action Coding System I: Muscle activations during the perception and expression of emotion

inferredcites →https://doi.org/10.1097/00000542-197610000-00030openalex-snapshot

Behavioral Methods for Chronic Pain and Illness

inferredcites →https://doi.org/10.1097/00002508-200403000-00001openalex-snapshot

Pain-Related Fear, Lumbar Flexion, and Dynamic EMG Among Persons With Chronic Musculoskeletal Low Back Pain

inferredcites →https://doi.org/10.1097/00007632-199209000-00008openalex-snapshot

The Association of Pain with Physical Activities in Chronic Low Back Pain

inferredcites →https://doi.org/10.1097/ajp.0b013e3181b40ecaopenalex-snapshot

Back Muscle Activation Patterns in Chronic Low Back Pain During Walking: A “Guarding” Hypothesis

inferredcites →https://doi.org/10.1097/ajp.0b013e3182385392openalex-snapshot

Fear-Avoidance Model of Chronic Pain

inferredcites →https://doi.org/10.1097/brs.0b013e3180bc1f7bopenalex-snapshot

Pain-Related Fear Is Associated With Avoidance of Spinal Motion During Recovery From Low Back Pain

inferredcites →https://doi.org/10.1109/acii.2013.64openalex-snapshot

Laughter Type Recognition from Whole Body Motion

inferredcites →https://doi.org/10.1109/acii.2015.7344578openalex-snapshot

Pain level recognition using kinematics and muscle activity for physical rehabilitation in chronic pain

inferredcites →https://doi.org/10.1109/cvpr.2013.75openalex-snapshot

Supervised Descent Method and Its Applications to Face Alignment

inferredcites →https://doi.org/10.1109/fg.2011.5771374openalex-snapshot

The first facial expression recognition and analysis challenge

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.2013.6553779openalex-snapshot

Transfer learning to account for idiosyncrasy in face and body expressions

inferredcites →https://doi.org/10.1109/fg.2013.6553796openalex-snapshot

Can body expressions contribute to automatic depression analysis?

inferredcites →https://doi.org/10.1109/icip.2012.6467359openalex-snapshot

Pain recognition and intensity rating based on Comparative Learning

inferredcites →https://doi.org/10.1109/isspit.2006.270764openalex-snapshot

Pain Recognition Using Artificial Neural Network

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Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications

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Affective Body Expression Perception and Recognition: A Survey

inferredcites →https://doi.org/10.1109/t-affc.2013.29openalex-snapshot

Body Movements for Affective Expression: A Survey of Automatic Recognition and Generation

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Discrete Cosine Transform

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Perception and Automatic Recognition of Laughter from Whole-Body Motion: Continuous and Categorical Perspectives

inferredcites →https://doi.org/10.1109/tciaig.2012.2202663openalex-snapshot

Continuous Recognition of Player's Affective Body Expression as Dynamic Quality of Aesthetic Experience

inferredcites →https://doi.org/10.1109/tcyb.2013.2249063openalex-snapshot

A Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modeling

inferredcites →https://doi.org/10.1109/tcyb.2013.2253768openalex-snapshot

Affective State Level Recognition in Naturalistic Facial and Vocal Expressions

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Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

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A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions

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Dynamic Probabilistic CCA for Analysis of Affective Behavior and Fusion of Continuous Annotations

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Context-Sensitive Dynamic Ordinal Regression for Intensity Estimation of Facial Action Units

inferredcites →https://doi.org/10.1109/tsmcb.2008.927269openalex-snapshot

Automatic Temporal Segment Detection and Affect Recognition From Face and Body Display

inferredcites →https://doi.org/10.1109/tsmcb.2010.2103557openalex-snapshot

Automatic Recognition of Non-Acted Affective Postures

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The Hospital Anxiety and Depression Scale

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Automated detection of pain from facial expressions: a rule-based approach using AAM

inferredcites →https://doi.org/10.1145/1322192.1322197openalex-snapshot

The painful face

inferredcites →https://doi.org/10.1145/2388676.2388688openalex-snapshot

Automatic detection of pain intensity

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Emotion recognition in the wild challenge 2013

inferredcites →https://doi.org/10.1145/2556288.2557268openalex-snapshot

Motivating people with chronic pain to do physical activity

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Toward crowdsourcing micro-level behavior annotations

inferredcites →https://doi.org/10.1145/2663204.2663261openalex-snapshot

Bi-Modal Detection of Painful Reaching for Chronic Pain Rehabilitation Systems

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As Light as your Footsteps

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Assessing Pain by Facial Expression: Facial Expression as Nexus

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Power Posing

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Probabilistic model for individual assessment of central hyperexcitability using the nociceptive withdrawal reflex: a biomarker for chronic low back and neck pain

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Pain as a global public health priority

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A review of wearable sensors and systems with application in rehabilitation

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Embodiment in Attitudes, Social Perception, and Emotion

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Guarded Movements:

inferredcites →https://doi.org/10.1300/j094v05n04_05openalex-snapshot

Evidence for the Role of Psychological Factors in Abnormal Paraspinal Activity in Patients with Chronic Low Back Pain

inferredcites →https://doi.org/10.2307/2529310openalex-snapshot

The Measurement of Observer Agreement for Categorical Data

inferredcites →https://doi.org/10.3138/physio.60.2.203openalex-snapshot

Pain: Psychological Perspectives

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The Body Action Coding System II: muscle activations during the perception and expression of emotion

inferredcites →https://doi.org/10.3727/107156995819564301openalex-snapshot

Facial Expressions of Pain in Lung Cancer

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A motion capture library for the study of identity, gender, and emotion perception from biological motion

inferredcites →https://doi.org/10.4108/icst.pervasivehealth.2014.254945openalex-snapshot

Automatic Recognition of Fear-Avoidance behavior in Chronic Pain Physical Rehabilitation

inferredcites →https://doi.org/10.4108/icst.pervasivehealth.2015.259501openalex-snapshot

Roles for Personal Informatics in Chronic Pain

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Pain Recognition With Physiological Signals Using Multi-Level Context Information

inferred← citeshttps://doi.org/10.1109/access.2023.3287788openalex-snapshot

Review and Analysis of Patients’ Body Language From an Artificial Intelligence Perspective

inferred← citeshttps://doi.org/10.1109/acii.2015.7344578openalex-snapshot

Pain level recognition using kinematics and muscle activity for physical rehabilitation in chronic pain

inferred← citeshttps://doi.org/10.1109/acii.2017.8273589openalex-snapshot

Emotion detection using noninvasive low cost sensors

inferred← citeshttps://doi.org/10.1109/acii.2017.8273618openalex-snapshot

Embedding stacked bottleneck vocal features in a LSTM architecture for automatic pain level classification during emergency triage

inferred← citeshttps://doi.org/10.1109/acii52823.2021.9597422openalex-snapshot

Investigation into Recognizing Context Over Time using Physiological Signals

inferred← citeshttps://doi.org/10.1109/acii55700.2022.9953831openalex-snapshot

EmoPain(at)Home: Dataset and Automatic Assessment within Functional Activity for Chronic Pain Rehabilitation

inferred← citeshttps://doi.org/10.1109/acii55700.2022.9953851openalex-snapshot

Exploring Multimodal Fusion for Continuous Protective Behavior Detection

inferred← citeshttps://doi.org/10.1109/aciiw.2019.8925061openalex-snapshot

Twofold-Multimodal Pain Recognition with the X-ITE Pain Database

inferred← citeshttps://doi.org/10.1109/aciiw.2019.8925084openalex-snapshot

Learning Temporal and Bodily Attention in Protective Movement Behavior Detection

inferred← citeshttps://doi.org/10.1109/aciiw.2019.8925091openalex-snapshot

Automatic Detection of Protective Movement Behavior with MoCap and sEMG Data for Chronic Pain Rehabilitation

inferred← citeshttps://doi.org/10.1109/aciiw.2019.8925104openalex-snapshot

Wearable Sensing Technology for Capturing and Sharing Emotional Experience of Running

inferred← citeshttps://doi.org/10.1109/aciiw.2019.8925244openalex-snapshot

Using a Quartile-based Data Transformation for Pain Intensity Classification based on the SenseEmotion Database

inferred← citeshttps://doi.org/10.1109/aciiw52867.2021.9666290openalex-snapshot

Multimodal Convolutional Neural Network Model for Protective Behavior Detection based on Body Movement Data

inferred← citeshttps://doi.org/10.1109/aciiw52867.2021.9666318openalex-snapshot

The AffectMove Challenge: some machine learning approaches

inferred← citeshttps://doi.org/10.1109/aciiw52867.2021.9666322openalex-snapshot

The AffectMove 2021 Challenge - Affect Recognition from Naturalistic Movement Data

inferred← citeshttps://doi.org/10.1109/aciiw52867.2021.9666417openalex-snapshot

Comparison of Deep Learning Approaches for Protective Behaviour Detection Under Class Imbalance from MoCap and EMG data

inferred← citeshttps://doi.org/10.1109/aciiw52867.2021.9666428openalex-snapshot

Keep it Simple: Handcrafting Feature and Tuning Random Forests and XGBoost to face the Affective Movement Recognition Challenge 2021

inferred← citeshttps://doi.org/10.1109/aciiw59127.2023.10388204openalex-snapshot

Leveraging WiFi Sensing toward Automatic Recognition of Pain Behaviors

inferred← citeshttps://doi.org/10.1109/aciiw63320.2024.00010openalex-snapshot

PainNet: Statistical Relation Network with Episode-Based Training for Pain Estimation

inferred← citeshttps://doi.org/10.1109/aciiw63320.2024.00056openalex-snapshot

Advancing Pain Recognition Through Statistical Correlation-Driven Multimodal Fusion

inferred← citeshttps://doi.org/10.1109/aciiw71585.2026.11712069openalex-snapshot

Two-Stage Cascade Classification for Pain State Recognition from Physiological Signals

inferred← citeshttps://doi.org/10.1109/aciiw71585.2026.11712104openalex-snapshot

AI4Pain2026 Challenge on Automatic Pain Assessment from Body Movement

inferred← citeshttps://doi.org/10.1109/ccwc51732.2021.9376052openalex-snapshot

S-PANET: A Shallow Convolutional Neural Network for Pain Severity Assessment in Uncontrolled Environment

inferred← citeshttps://doi.org/10.1109/compsac.2019.10254openalex-snapshot

Personalized Pain Study Platform using Evidence-Based Continuous Learning Tool

inferred← citeshttps://doi.org/10.1109/cvpr.2016.374openalex-snapshot

Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01049openalex-snapshot

iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis

inferred← citeshttps://doi.org/10.1109/cvprw.2017.248openalex-snapshot

Aff-Wild: Valence and Arousal ‘In-the-Wild’ Challenge

inferred← citeshttps://doi.org/10.1109/dac56929.2023.10247777openalex-snapshot

Energy-Efficient On-Chip Training for Customized Home-based Rehabilitation Systems

inferred← citeshttps://doi.org/10.1109/embc40787.2023.10340621openalex-snapshot

Association Between Chronic Back Pain and Protective Behaviors is Subjective and Context Dependent

inferred← citeshttps://doi.org/10.1109/fg.2018.00113openalex-snapshot

Deep Learned Cumulative Attribute Regression

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00034openalex-snapshot

Multimodality Pain and related Behaviors Recognition based on Attention Learning

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00060openalex-snapshot

Multimodal Fusion of Physiological Signals and Facial Action Units for Pain Recognition

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00061openalex-snapshot

LSTM-DNN based Approach for Pain Intensity and Protective Behaviour Prediction

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00063openalex-snapshot

ALANet:Autoencoder-LSTM for pain and protective behaviour detection

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00065openalex-snapshot

Automatic Recognition of Low-Back Chronic Pain Level and Protective Movement Behaviour using Physical and Muscle Activity Information

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00071openalex-snapshot

Three-level Training of Multi-Head Architecture for Pain Detection

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00073openalex-snapshot

Multimodal Multilevel Fusion for Sequential Protective Behavior Detection and Pain Estimation

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00078openalex-snapshot

EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00083openalex-snapshot

A Curriculum Learning Approach for Pain Intensity Recognition from Facial Expressions

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00097openalex-snapshot

Using Deep 3D Features and an LSTM Based Sequence Model for Automatic Pain Detection in the Wild

inferred← citeshttps://doi.org/10.1109/fg61629.2025.11099310openalex-snapshot

CauSkelNet: Causal Representation Learning for Human Behaviour Analysis

inferred← citeshttps://doi.org/10.1109/fg67764.2026.11556981openalex-snapshot

ReMiX-MAE: Learning Missing-Channel Cross-Modal Representations from RGB-Only Clinical Facial Videos for Sympathetic-Mediated Pain Assessment

inferred← citeshttps://doi.org/10.1109/fskd.2016.7603435openalex-snapshot

Continuous pain related behavior recognition from muscle activity and body movements

inferred← citeshttps://doi.org/10.1109/healthcom54947.2022.9982743openalex-snapshot

Wi-PT: Wireless Sensing based Low-cost Physical Rehabilitation Tracking

inferred← citeshttps://doi.org/10.1109/icercs57948.2023.10434197openalex-snapshot

A Comprehensive Review on - Machine Learning in Bio-Signal Analysis for Chronic Pain Research

inferred← citeshttps://doi.org/10.1109/icip.2017.8296449openalex-snapshot

Regularizing face verification nets for pain intensity regression

inferred← citeshttps://doi.org/10.1109/icissgt67741.2026.11483987openalex-snapshot

Multi-Level Context-Aware Approach for Pain Recognition through Physiological Signals Using Deep Learning

inferred← citeshttps://doi.org/10.1109/icpr48806.2021.9412134openalex-snapshot

Interpretable Emotion Classification Using Temporal Convolutional Models

inferred← citeshttps://doi.org/10.1109/icsmile69273.2026.11519323openalex-snapshot

Emotion-Aware Federated Reinforcement Learning Framework for Privacy-Preserving Smart Home Energy Management

inferred← citeshttps://doi.org/10.1109/ictas.2019.8703521openalex-snapshot

A Review of Local, Holistic and Deep Learning Approaches in Facial Expressions Recognition

inferred← citeshttps://doi.org/10.1109/ieeedata.2026.3685288openalex-snapshot

Collection: Multimodal Datasets for Analysing Physiological and Kinematic Responses to Shoulder Pain and DOMS (PainMotion)

inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10650036openalex-snapshot

A Medical Low-Back Pain Physical Rehabilitation Database for Human Body Movement Analysis

inferred← citeshttps://doi.org/10.1109/iscas45731.2020.9180617openalex-snapshot

Exploring the Relationship between Speech and Skin Conductance for Real-Time Arousal Monitoring

inferred← citeshttps://doi.org/10.1109/isivc54825.2022.9800746openalex-snapshot

Pain Detection From Facial Expressions Based on Transformers and Distillation

inferred← citeshttps://doi.org/10.1109/jbhi.2023.3294903openalex-snapshot

Cooperative Learning for Personalized Context-Aware Pain Assessment From Wearable Data

inferred← citeshttps://doi.org/10.1109/jbhi.2025.3546844openalex-snapshot

Healthy Bio-Core: A Framework for Selection of Homogeneous Healthy Biomedical Multivariate Time Series Employing Classification Performance

inferred← citeshttps://doi.org/10.1109/jsen.2025.3540415openalex-snapshot

L-SFAN: Lightweight Spatially Focused Attention Network for Pain Behavior Detection

inferred← citeshttps://doi.org/10.1109/jstsp.2016.2565381openalex-snapshot

Leveraging Multi-Modal Sensing for Mobile Health: A Case Review in Chronic Pain

inferred← citeshttps://doi.org/10.1109/jstsp.2023.3262358openalex-snapshot

Pain Level and Pain-Related Behaviour Classification Using GRU-Based Sparsely-Connected RNNs

inferred← citeshttps://doi.org/10.1109/jtehm.2025.3553892openalex-snapshot

Detection of Chronic Musculoskeletal Pain Using Voice Characteristics

inferred← citeshttps://doi.org/10.1109/metacom62920.2024.00066openalex-snapshot

Rough Set improved Therapy-Based Metaverse Assisting System

inferred← citeshttps://doi.org/10.1109/ojemb.2025.3526457openalex-snapshot

A Review on Deep Learning for Quality of Life Assessment Through the Use of Wearable Data

inferred← citeshttps://doi.org/10.1109/taffc.2016.2623718openalex-snapshot

Spontaneous Expression Detection from 3D Dynamic Sequences by Analyzing Trajectories on Grassmann Manifolds

inferred← citeshttps://doi.org/10.1109/taffc.2018.2798576openalex-snapshot

Human Observer and Automatic Assessment of Movement Related Self-Efficacy in Chronic Pain: From Exercise to Functional Activity

inferred← citeshttps://doi.org/10.1109/taffc.2018.2808295openalex-snapshot

Unobtrusive Inference of Affective States in Virtual Rehabilitation from Upper Limb Motions: A Feasibility Study

inferred← citeshttps://doi.org/10.1109/taffc.2019.2892090openalex-snapshot

Multi-Modal Pain Intensity Recognition Based on the SenseEmotion Database

inferred← citeshttps://doi.org/10.1109/taffc.2019.2936814openalex-snapshot

Study on Horse-Rider Interaction Based on Body Sensor Network in Competitive Equitation

inferred← citeshttps://doi.org/10.1109/taffc.2019.2946774openalex-snapshot

Automatic Recognition Methods Supporting Pain Assessment: A Survey

inferred← citeshttps://doi.org/10.1109/taffc.2019.2949314openalex-snapshot

Learning Pain from Action Unit Combinations: A Weakly Supervised Approach via Multiple Instance Learning

inferred← citeshttps://doi.org/10.1109/taffc.2019.2954118openalex-snapshot

Multiple Instance Learning for Emotion Recognition Using Physiological Signals

inferred← citeshttps://doi.org/10.1109/taffc.2020.2978069openalex-snapshot

Automatic Detection of Reflective Thinking in Mathematical Problem Solving Based on Unconstrained Bodily Exploration

inferred← citeshttps://doi.org/10.1109/taffc.2020.3030296openalex-snapshot

FENP: A Database of Neonatal Facial Expression for Pain Analysis

inferred← citeshttps://doi.org/10.1109/taffc.2023.3296695openalex-snapshot

Spatio-Temporal Graph Analytics on Secondary Affect Data for Improving Trustworthy Emotional AI

inferred← citeshttps://doi.org/10.1109/taffc.2023.3297270openalex-snapshot

Multi-Rater Consensus Learning for Modeling Multiple Sparse Ratings of Affective Behaviour

inferred← citeshttps://doi.org/10.1109/taffc.2023.3334522openalex-snapshot

Movement Representation Learning for Pain Level Classification

inferred← citeshttps://doi.org/10.1109/taffc.2024.3390837openalex-snapshot

The EmoPain@Home Dataset: Capturing Pain Level and Activity Recognition for People With Chronic Pain in Their Homes

inferred← citeshttps://doi.org/10.1109/taffc.2026.3677128openalex-snapshot

Weakly Supervised Learning for Facial Affective Behavior Analysis: A Review

inferred← citeshttps://doi.org/10.1109/tnsre.2019.2923060openalex-snapshot

The KIMORE Dataset: KInematic Assessment of MOvement and Clinical Scores for Remote Monitoring of Physical REhabilitation

inferred← citeshttps://doi.org/10.1109/tnsre.2024.3461589openalex-snapshot

Continuous Short-Term Pain Assessment in Temporomandibular Joint Therapy Using LSTM Models Supported by Heat-Induced Pain Data Patterns

inferred← citeshttps://doi.org/10.1109/tnsre.2025.3546682openalex-snapshot

LAST-PAIN: Learning Adaptive Spike Thresholds for Low Back Pain Biosignals Classification

inferred← citeshttps://doi.org/10.1109/tpami.2019.2958341openalex-snapshot

Automatic Detection of Pain from Facial Expressions: A Survey

inferred← citeshttps://doi.org/10.1145/2909132.2933286openalex-snapshot

The Affective Body Argument in Technology Design

inferred← citeshttps://doi.org/10.1145/3025453.3025947openalex-snapshot

Supporting Everyday Function in Chronic Pain Using Wearable Technology

inferred← citeshttps://doi.org/10.1145/3136755.3136789openalex-snapshot

Cumulative attributes for pain intensity estimation

inferred← citeshttps://doi.org/10.1145/3271553.3271574openalex-snapshot

Comparative Analysis of Emotion Detection from Facial Expressions and Voice Using Local Binary Patterns and Markov Models

inferred← citeshttps://doi.org/10.1145/3299095openalex-snapshot

How Can Affect Be Detected and Represented in Technological Support for Physical Rehabilitation?

inferred← citeshttps://doi.org/10.1145/3302425.3302427openalex-snapshot

Facial Expression Recognition using Local Directional Pattern variants and Deep Learning

inferred← citeshttps://doi.org/10.1145/3341163.3347728openalex-snapshot

Recurrent network based automatic detection of chronic pain protective behavior using MoCap and sEMG data

inferred← citeshttps://doi.org/10.1145/3382507.3418849openalex-snapshot

Multimodal Data Fusion based on the Global Workspace Theory

inferred← citeshttps://doi.org/10.1145/3386901.3389022openalex-snapshot

Painometry

inferred← citeshttps://doi.org/10.1145/3395035.3425969openalex-snapshot

A Movement in Multiple Time Neural Network for Automatic Detection of Pain Behaviour

inferred← citeshttps://doi.org/10.1145/3449068openalex-snapshot

Chronic Pain Protective Behavior Detection with Deep Learning

inferred← citeshttps://doi.org/10.1145/3463508openalex-snapshot

Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data

inferred← citeshttps://doi.org/10.1145/3477003openalex-snapshot

MARS: mmWave-based Assistive Rehabilitation System for Smart Healthcare

inferred← citeshttps://doi.org/10.1145/3543848openalex-snapshot

Multimodal Classification: Current Landscape, Taxonomy and Future Directions

inferred← citeshttps://doi.org/10.1145/3688855openalex-snapshot

Wi-PT-Hand: Wireless Sensing based Low-cost Physical Rehabilitation Tracking for Hand Movements

inferred← citeshttps://doi.org/10.1145/3716553.3759265openalex-snapshot

The Fifth Edition of the Automated Assessment of Pain (AAP 2025)

inferred← citeshttps://doi.org/10.1145/3776574.3831199openalex-snapshot

FAIR_XAI: Improving Multimodal Foundation Model Fairness via Explainability for Wellbeing Assessment

inferred← citeshttps://doi.org/10.1145/3776574.3837034openalex-snapshot

The Sixth Edition of the Automated Assessment of Pain (AAP 2026)

inferred← citeshttps://doi.org/10.1145/3802842.3802869openalex-snapshot

Sample entropy analysis of variability in sit-to-stand-to-sit movements of people with or without chronic pain

inferred← citeshttps://doi.org/10.1155/2022/5803026openalex-snapshot

Cloud Data Access Prevention Method in Face Recognition Technology Based on Computer Vision

inferred← citeshttps://doi.org/10.1155/2022/9307316openalex-snapshot

ASAD: A Novel Audification Console for Assessment and Communication of Pain and Discomfort

inferred← citeshttps://doi.org/10.1155/2023/6018736openalex-snapshot

Artificial Intelligence for Automatic Pain Assessment: Research Methods and Perspectives

inferred← citeshttps://doi.org/10.1163/22134808-bja10072openalex-snapshot

Multisensory Perception and Learning: Linking Pedagogy, Psychophysics, and Human–Computer Interaction

inferred← citeshttps://doi.org/10.12677/acm.2024.1472020openalex-snapshot

Research Progress in Multimodal Pain Assessment

inferred← citeshttps://doi.org/10.12688/f1000research.129970.1openalex-snapshot

The doctor-patient relationship and barriers in non-verbal communication during teleconsultation in the era of COVID-19: A scoping review

inferred← citeshttps://doi.org/10.1371/journal.pone.0192767openalex-snapshot

Head movements and postures as pain behavior

inferred← citeshttps://doi.org/10.14313/jamris/3-2022/23openalex-snapshot

Edge Artificial Intelligence-Based Facial Pain Recognition During Myocardial Infarction

inferred← citeshttps://doi.org/10.1515/cdbme-2022-1108openalex-snapshot

Camera-based Pain Assessment during Surgical Interventions

inferred← citeshttps://doi.org/10.1515/icom-2018-0036openalex-snapshot

Practical Challenges for the Design of Personal Informatics Systems

inferred← citeshttps://doi.org/10.1515/sjpain-2026-0015openalex-snapshot

Multimodal deep learning fusion for automatic pain detection in cancer patients

inferred← citeshttps://doi.org/10.1587/transinf.2021edp7065openalex-snapshot

Multimodal-Based Stream Integrated Neural Networks for Pain Assessment

inferred← citeshttps://doi.org/10.2139/ssrn.5201152openalex-snapshot

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

inferred← citeshttps://doi.org/10.21494/iste.op.2022.0773openalex-snapshot

Application de la robotique humanoïde au traitement de la douleur

inferred← citeshttps://doi.org/10.2196/17783openalex-snapshot

Prospective Study Evaluating a Pain Assessment Tool in a Postoperative Environment: Protocol for Algorithm Testing and Enhancement

inferred← citeshttps://doi.org/10.2196/53026openalex-snapshot

Survey on Pain Detection Using Machine Learning Models: Narrative Review

inferred← citeshttps://doi.org/10.2196/67969openalex-snapshot

Multimodal Pain Recognition in Postoperative Patients: Machine Learning Approach

inferred← citeshttps://doi.org/10.2217/pmt-2017-0049openalex-snapshot

Objectively Measuring Pain Using Facial Expression: Is the Technology Finally Ready?

inferred← citeshttps://doi.org/10.23919/ccc52363.2021.9550304openalex-snapshot

Pain Assessment Using Facial Action Units and Bayesian Network

inferred← citeshttps://doi.org/10.23937/2469-5831/1510052openalex-snapshot

Statistical Analysis in Clinical Trials Using the Study Data Tabulation Model (SDTM) and the Analysis Dataset Model (ADaM): Effects, Obstacles, and Solutions

inferred← citeshttps://doi.org/10.2478/cait-2025-0039openalex-snapshot

A Survey on Automated Pain Recognition and Assessment Using Multimodal

inferred← citeshttps://doi.org/10.30684/etj.v39i10.2079openalex-snapshot

A Study of Patient’s Pain Assessment Based on Facial Expression: Issues and Challenges

inferred← citeshttps://doi.org/10.30684/etj.v39i10.2206openalex-snapshot

A Proposed Channel Estimation Based on Enhanced Sub-carrier Index Modulation and Packet-Discrete Wavelet Transform to Minimize Bit Error Rate

inferred← citeshttps://doi.org/10.31236/osf.io/w734aopenalex-snapshot

Precision strength training: Data-driven artificial intelligence approach to strength and conditioning

inferred← citeshttps://doi.org/10.3233/ica-200622openalex-snapshot

Intelligent trajectory planner and generalised proportional integral control for two carts equipped with a red-green-blue depth sensor on a circular rail

inferred← citeshttps://doi.org/10.3389/fpain.2021.788606openalex-snapshot

Computer Mediated Automatic Detection of Pain-Related Behavior: Prospect, Progress, Perils

inferred← citeshttps://doi.org/10.3389/fpsyg.2022.857891openalex-snapshot

Enterprise Strategic Management From the Perspective of Business Ecosystem Construction Based on Multimodal Emotion Recognition

inferred← citeshttps://doi.org/10.3390/a17050187openalex-snapshot

MMD-MSD: A Multimodal Multisensory Dataset in Support of Research and Technology Development for Musculoskeletal Disorders

inferred← citeshttps://doi.org/10.3390/app10175984openalex-snapshot

Deep-Learning-Based Models for Pain Recognition: A Systematic Review

inferred← citeshttps://doi.org/10.3390/app11073205openalex-snapshot

Machine Learning in Chronic Pain Research: A Scoping Review

inferred← citeshttps://doi.org/10.3390/data3010002openalex-snapshot

A Data Set of Human Body Movements for Physical Rehabilitation Exercises

inferred← citeshttps://doi.org/10.3390/diagnostics15182362openalex-snapshot

Pain Level Classification from Speech Using GRU-Mixer Architecture with Log-Mel Spectrogram Features

inferred← citeshttps://doi.org/10.3390/info11030128openalex-snapshot

Analysis of Facial Information for Healthcare Applications: A Survey on Computer Vision-Based Approaches

inferred← citeshttps://doi.org/10.3390/s20020365openalex-snapshot

Sensor Technologies to Manage the Physiological Traits of Chronic Pain: A Review

inferred← citeshttps://doi.org/10.3390/s20030839openalex-snapshot

Two-Stream Attention Network for Pain Recognition from Video Sequences

inferred← citeshttps://doi.org/10.3390/s21041311openalex-snapshot

Multimodal Signal Analysis for Pain Recognition in Physiotherapy Using Wavelet Scattering Transform

inferred← citeshttps://doi.org/10.3390/s23156815openalex-snapshot

Children’s Pain Identification Based on Skin Potential Signal

inferred← citeshttps://doi.org/10.3390/s23249675openalex-snapshot

A Comprehensive Study on Pain Assessment from Multimodal Sensor Data

inferred← citeshttps://doi.org/10.3390/s25041222openalex-snapshot

Bridging Neuroscience and Machine Learning: A Gender-Based Electroencephalogram Framework for Guilt Emotion Identification

inferred← citeshttps://doi.org/10.3390/s26082447openalex-snapshot

Towards Intelligent Pain Monitoring Systems: A Survey of Recent Technologies and Methods

inferred← citeshttps://doi.org/10.3390/technologies12060092openalex-snapshot

A Review of Automatic Pain Assessment from Facial Information Using Machine Learning

inferred← citeshttps://doi.org/10.36227/techrxiv.173091765.50249538/v1openalex-snapshot

Weakly Supervised Learning for Facial Behavior Analysis: A Review

inferred← citeshttps://doi.org/10.36227/techrxiv.23548131openalex-snapshot

Multimodal Temporal Modeling of Emotion using Physiological Signals

inferred← citeshttps://doi.org/10.36227/techrxiv.23548131.v1openalex-snapshot

Multimodal Temporal Modeling of Emotion using Physiological Signals

inferred← citeshttps://doi.org/10.3991/ijoe.v19i15.43663openalex-snapshot

Designing an Ethical and Secure Pain Estimation System Using AI Sandbox for Contactless Healthcare

inferred← citeshttps://doi.org/10.4018/978-1-6684-3791-9.ch003openalex-snapshot

Role of Deep Learning in Medical Image Super-Resolution

inferred← citeshttps://doi.org/10.4018/978-1-6684-8602-3.ch006openalex-snapshot

Automatic Pain Detection Through Facial Expression

inferred← citeshttps://doi.org/10.4108/icst.pervasivehealth.2015.259501openalex-snapshot

Roles for Personal Informatics in Chronic Pain

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