Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:08:15.849434Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2508.17635.
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 2026-08-15T17:08:15.849434Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 04512ac7-d5f6-40c1-b333-848d0a6b334d · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment It was curated and used to train and validate our 2D segmentation model, a core component of the 3D segmentation pipeline
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a046ce4d-587d-4c29-9aef-45f6bf4ceae9 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Videos were recorded using iPhones and Logitech cameras, while a Revopoint 3D scanner provided geometric ground truth
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0698d4d1-887c-470c-bd67-f34b1d90c2e9 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment By directly operating on the mesh structure and leveraging surface triangulation, this method provides precise and robust estimates
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4a527d87-d5b6-4eba-bf6c-ad832cc8a470 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment These frames are critical for accurately reconstructing the wound’s shape and surrounding tissue
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cff42c56-541d-4761-86a5-ccdda3830242 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d8b44fa8-2676-4db8-a8a8-42caa912f814 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b2f32105-b8d1-4038-979d-cc938eb5a884 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment For each available 2D view, we determine vertex visibility and assign a label by aggregating predictions using a majority voting scheme
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 236416ac-eff1-4bee-9ae3-3c200a0d7be9 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Wound boundaries are extracted by identifying mesh edges incident to a single triangle; the vertices of these edges define the wound perimeter
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b3618d75-abf9-4cbc-ad6c-683b5eab5fa9 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Let � � ���� ��� � � � � ��� �� be the set of wound bed perimeter vertices
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7a43003e-d216-49f3-8aa5-1af15b4c7c22 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Wound 3D geometrical feature estimation using poisson reconstruction,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1f3d2166-2125-4a46-8f8d-19e8e3b00ee5 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment A positive depth indicates a protrusion of the wound bed above the surface cover, while a negative depth corresponds to a depression below the surface
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fc75a931-b153-42f4-ac56-5b93b2436296 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment The percentage of coverage is then 6 the ratio to the total wound bed area
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4bc4dfd0-265a-4598-9ca1-0969ff98d1f5 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Annotations were provided for the periwound region, wound bed, and four tissue types: granulation (23 images), slough (37 images), necrotic (3 images), and epithelial (2 images)
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f245e469-b6d2-45ac-b1c2-061221261dac · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment We use ArUco markers placed near the wound and captured in the video sequence
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 57d7266b-741f-4bff-b48d-53c3695f4f9e · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Higher-resolution images consistently improved reconstruction quality, while increasing frame count offered diminishing returns
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 959283dd-85db-4679-8804-08f30480a4cf · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Recent neural rendering-based methods have demonstrated promising results for reconstruction accuracy, often superior to traditional pipelines such as Meshroom
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5e4b5673-df53-4f06-8870-a6d5aa4d4bd0 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment For evaluation purposes, we focused on a subset of cases for which both iPhone video recordings and 3D scans from a Revopoint scanner were available
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 832ee726-e86e-4186-a0fc-c57a83c0e0c9 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment 11 illustrates a comparison between manual clinician-reported measurements and framework-generated metrics for a represen- tative case
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation af0813ee-9094-4bb1-8ff0-de7b0df029e6 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9f01ab73-4c4f-4f1b-91f7-f45ee5b598c0 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment An economic evaluation of the impact, cost, and medicare policy implications of chronic nonhealing wounds,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d32994fc-d804-4ca8-8ef5-dcc4f77b9751 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Human wound and its burden: updated 2020 compendium of estimates,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 57045f3b-cf2c-40fc-bd26-9b9604d53d80 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment A comparison of wound area measurement techniques: visitrak versus photography,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a2c4bdb4-2483-4e23-b5c7-6adddc6973d7 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Wound measurement by RGB-D camera,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cda29069-c51f-4f3e-b5a5-8a9396f372ce · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Three-dimensional wound reconstruction using point descriptors: A comparative study,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f4cf4c33-e98f-46b3-ad70-00e88f728bc4 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Multi-view data augmentation to improve wound segmentation on 3D surface model by deep learning,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f575a34f-173b-48f3-ace7-332fc64c86ff · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Evaluation of a novel three-dimensional wound measurement device for assessment of diabetic foot ulcers,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2232118a-75c9-4552-98f8-4567f2b7dc25 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Integrating 3D model representation for an accurate non-invasive assessment of pressure injuries with deep learning,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1a22486e-bbc1-4934-a4a3-32c1d96748d2 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment RGB-D camera-based automatic wound- measurement system,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9c75f4b4-26c9-474f-ad33-34c0a28da6c4 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Multimodal sensor system for pressure ulcer wound assessment and care,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0d56cf64-d830-4204-afb1-514310123d54 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Develop- ment of a robust photogrammetric metrology system for monitoring the healing of bedsores,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7ab2a1eb-ec1e-408c-a0e8-204f9fa0fddf · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Enhanced assessment of the wound-healing process by accurate multiview tissue classification,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation caf5e824-71f6-4e25-81f3-857dbcad4302 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Autonomous robot-driven chronic wound 3D reconstruction and analysis system,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fec99bfd-9905-4d88-9462-063970ec7b6f · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment System design for 3D wound imaging using low-cost mobile devices,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 598e0c67-daac-4fed-ad40-6031c2ce923e · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Medetec wound database,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bb690a1b-2aeb-4145-b8f9-dc4474959d49 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Fully automatic wound segmentation with deep convolutional neural networks,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d07303c7-bd49-4770-984b-20602a453473 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment FUSeg: The Foot Ulcer Segmentation Challenge
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5e5a8596-7cdb-468f-b855-8e97b64d13e0 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Translating Clinical Delineation of Diabetic Foot Ulcers into Machine Interpretable Segmentation
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation efaf53c4-36b1-4d5d-96a3-ed6c6624e099 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment ComplexWoundDB: A database for automatic complex wound tissue categorization,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5ec89f19-7b0f-48fc-af49-921fa94396a7 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Chronic wounds multimodal image database,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d1b89bb5-ce4e-449d-bb66-8790a96abc0f · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment DermSynth3D: Synthesis of in-the-wild annotated dermatology images,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6ec91d39-9383-4b2a-ac73-8ced67bc57b7 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Syn3DWound: A synthetic dataset for 3D wound bed analysis,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c84f7e94-bc10-40e4-b193-ad94305d2833 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-grade Videos,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7c205204-8893-4d99-b05a-550f7141403b · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Measuring surface area of skin lesions with 2D and 3D algorithms,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7cfb086d-3f4e-4216-87a1-9cb3fb5dd144 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Wound area measurement with 3D transformation and smartphone images,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d158af3f-a99a-4d8f-aba8-9b3ad15458a0 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment SfM-3DULC: Reliability of a new 3D wound measurement procedure and its accuracy in projected area,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7e77d75b-2670-485e-89b9-fb5d03301928 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Reliability of a three-dimensional wound camera and correlation with routine ruler measurement in diabetes-related foot ulceration,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation abc99cdb-5718-4747-b222-70f4e2969a25 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Wound perimeter, area, and volume measurement based on laser 3D and color acquisition,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8680f7e0-d764-4e44-bc92-8af17578d094 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment SegFormer: Simple and efficient design for semantic segmentation with transformers,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 8f687472-6e17-4c6f-a46d-8a1c01a5911f · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment MA VIS: a non-invasive instrument to measure area and volume of wounds,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e7c679b3-30db-4958-bfd0-786f866a2ac4 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment AliceVision Meshroom: An open-source 3D reconstruction pipeline,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eed468cb-2256-4a9c-9a79-9653c47c932a · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment A parallel algorithm for polygon rasterization,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 13e625f3-f4bb-419c-9898-d38953da6dbb · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Stability of weighted majority voting under estimated weights,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c812fd0a-92e5-48ec-89d7-b80304ea09c4 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment A graph-based mathematical morphology reader,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 760ae39a-beb2-4bac-a641-4859ba6c0553 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Hartley and A
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c305c692-def4-49ec-975a-1209515f1472 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Reliability of electronic versus manual wound measurement techniques,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5200fd28-622d-4ff2-a681-1bf35f6679d6 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Automatic robot-driven 3d reconstruction system for chronic wounds,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a5af6c70-c69f-4889-b64e-df705ffb02b3 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment A study of the efficiency and convenience of an advanced portable wound measurement system (visitraktm),
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fbe7082f-1a9d-4b0b-9278-e92ed3cfcde1 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Wound measurement: can it help us to monitor progression to healing?
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7b477158-c193-49f4-8b88-76062492adbf · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Generative ai in medical imaging: applications, challenges, and ethics,
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f9be847d-6a3e-4ad5-b0c2-631fd36e3f57 · outbound
Wound3DAssist: A Practical Framework for 3D Wound Assessment Deblur-nerf: Neural radiance fields from blurry images,
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.