Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T11:57:00.674564Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2607.19722.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T11:57:00.674564Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0a7af4e1-4267-4a20-a6ee-4b0c13e766b2 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Automatic assessment of pain based on deep learning methods: A systematic review,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42a6d4fd-30da-4d95-b987-31fb19b89fb8 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment A Pain Assessment Framework based on multimodal data and Deep Machine Learning methods
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff188c27-f023-4af0-8614-4463429b0aea · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cfc2c99-4341-4ed0-8878-4ecd55b7b3ab · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment The State of US Health, 1990-2010: Burden of Diseases, Injuries, and Risk Factors,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b777e2b8-dc34-4539-8d1a-ed8ae173a058 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment The economic costs of pain in the united states,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4d1cc04-4605-4334-be7d-4410961d434a · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment The individual and societal burden of chronic pain in europe: the case for strategic prioritisation and action to improve knowledge and availability of appropriate care,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2135108f-6abc-4457-a064-e3bd1c19a7aa · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Cognition and pain: A review,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5852f58-9e43-4ff7-bc54-a47cdc0a3a6d · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Pathogenesis of pain,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc85f7c9-beaf-437d-aac4-c56d1360343a · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Prescription opioid abuse in chronic pain: an updated review of opioid abuse predictors and strategies to curb opioid abuse: part 1,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ea4e611-fc6d-4ace-9d6a-140964486d45 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment The first 24 h: opioid administration in people with spinal cord injury and neurologic recovery,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab730941-e883-4ea1-aea0-bac85469cd04 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Opioid complications and side effects,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a573a90f-0c13-4ec8-b637-544f278d8d34 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Use of a pain assessment and intervention notation (p.a.i.n.) tool in critical care nursing practice: Nurses’ evaluations,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18527bce-c01a-45ae-8f55-e6bf25ccde59 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Guidance on the management of pain in older people,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b31a9a81-267e-425b-a550-7c34bbc9223a · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Analgesic administration, pain intensity, and patient satisfaction in cardiac surgical patients,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f97cf9e9-37a9-46f0-8009-c32ab8069b80 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment A systematic review of neurophysiological sensing for the assessment of acute pain,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44703731-c057-41f1-9873-fb37b7857960 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Automatic pain recognition from video and biomedical signals
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81c98e54-c08f-4da3-b739-3a588dd0503a · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Analysis of facial expressiveness during experimentally induced heat pain,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86450044-eb5f-44a6-94a6-57408312467e · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Spatio-temporal pain estimation network with measuring pseudo heart rate gain,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7029b854-d2aa-49d5-9b53-bf558b0df130 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment A full transformer-based framework for automatic pain estimation using videos,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abe38200-cd08-41de-a91e-0a79ba004f9e · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Transformer with leveraged masked autoencoder for video-based pain assessment,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b8ca4e4-f5c5-4747-a0a1-11a79eff9c5b · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Painformer: A vision foundation model for automatic pain assessment,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8edc0903-ee91-4172-b770-f9a622870f02 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Mul- timodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd6edfbf-7feb-467d-986f-36cb5317e6e5 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Twins-painvit: Towards a modality-agnostic vision transformer framework for multimodal automatic pain assessment using facial videos and fnirs,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b822b96-2a45-4c6a-b02e-3dedb14ca241 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment A Unified Tokenization Framework for Pain Recognition using Heterogeneous 3D Modalities,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ab3dd93-f820-402d-8cd8-32ca06d5ec17 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Giaformer: A gradient-infused attention and transformer for pain assessment with eda-fnirs fusion,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0550eac5-77fd-4433-9871-aed0781c9db1 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment A crossmod-transformer deep learning framework for multi-modal pain detection through eda and ecg fusion,
Reference 26
Source-reported events for the cited work
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Observation 585a1e01-9e0f-4881-b10a-cdd318b311fa · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment A systematic review of multimodal signal fusion for acute pain assessment systems,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be4849e2-5b4b-4d61-a059-665d8a64b031 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment A spatiotemporal convolutional neural network for automatic pain intensity estimation from facial dynamics,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a36330a8-39f8-456b-a9ab-e02d6b9eb82e · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Automatic pain intensity estimation based on electrocardiogram and demographic factors
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23da410b-05af-49cf-9fed-e658f2ac2cc4 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Multi-task neural networks for pain intensity estimation using electrocardiogram and demographic factors,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32d841e5-435a-4f71-a92c-a6f397280450 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Synthetic thermal and rgb videos for automatic pain assessment utilizing a vision-mlp architecture,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ff818ae-dc20-46f2-8a49-223adf026fbc · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Tiny-biomoe: a lightweight embedding model for biosignal analysis,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f0c443b-b8ea-4b99-819a-7d89c58227c5 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Pain-awareness multistream convolutional neural network for pain estimation,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9826630f-2c79-4f4f-8466-45be7f74c7cf · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment The ai4pain grand challenge 2024: Advancing pain assessment with multimodal fnirs and facial video analysis,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 807af67b-6a42-4a21-b3fa-4a03eb22839f · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Multimodal physiological sensing for the assessment of acute pain,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 932460cb-88a0-42a9-8884-d512b35980ef · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Multi-representation diagrams for pain recognition: Integrating various electrodermal activity signals into a single image,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77a45336-6d5c-4515-acb3-33dc6a7ac163 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Efficient pain recognition via respiration signals: A single cross- attention transformer multi-window fusion pipeline,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afebe3fa-ad95-40c1-8770-cc91427f9dff · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Pain assessment using multi-kernel-fcn-lstm and haemoglobin difference in fnirs,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbe376c4-5f3e-427f-a26f-c42b84922f59 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment A lightweight transformer for pain recognition from brain activity,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a34a021-929d-495d-9b6b-e4261002af3b · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Towards a Unified Modality-Agnostic Multimodal Framework for Cognitive Workload Assessment,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 750ad367-225b-409a-b681-39ab1a3d3a01 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Joint face detection and alignment using multitask cascaded convolutional networks,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c17eb3a8-9b9b-433b-bc50-c37c3120d3d0 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Trivialaugment: Tuning-free yet state-of- the-art data augmentation,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0cddaa6-02b5-467e-ae30-9dd4dd494e51 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b37f615-c060-4b7a-b0d9-292b7e59c646 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Faces of experimental pain: Transferability of deep-learned heat pain features to electrical pain*,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6e2c800-638b-47fb-b1de-0df034c1074c · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Multimodal model for automated pain assessment: Leveraging video and fnirs,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation beda45b3-513e-4c99-baa9-eb83894083e1 · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68ba4372-77ab-409c-bede-eaa2141fd54d · outbound
ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment Empirically transformed energy patterns: A novel approach for capturing fnirs signal dynamics in pain assessment,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.