Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T21:11:39.953231Z
Paper Citation Record · LEDGER
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment
As of 4 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2509.10557.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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
Reference resolution
24 of 24 outbound references displayed
- verified exact0
- verified fuzzy22
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6756e59d-1e6b-435e-abcf-4e0c027e106f · outbound
This paper cites write newline.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T21:11:38.219595Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd7d8317-b61d-42a6-956d-41be2e3d9ba8 · outbound
This paper cites K., and Guarin, D.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment K., and Guarin, D
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:44.695315Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0d012ec4-483a-4c36-b872-92cd7b095912 · outbound
This paper cites Federated learning for privacy preservation in smart healthcare systems: A comprehensive survey.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Federated learning for privacy preservation in smart healthcare systems: A comprehensive survey
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:44.515428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation a7e723a1-0f2f-4fae-80fc-9ce3dfc1b7db · outbound
This paper cites Monocular human pose estimation: A survey of deep learning-based methods.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Monocular human pose estimation: A survey of deep learning-based methods
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:44.303429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c6d51859-ebbb-4c21-acdb-823f91fe4243 · outbound
This paper cites Weighted kappa: Nominal scale agreement with provision for scaled disagreement or partial credit.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Weighted kappa: Nominal scale agreement with provision for scaled disagreement or partial credit
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:44.163789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2d9d0b3f-9f95-464a-b9aa-85136aad4f47 · outbound
This paper cites L., Nguyen, V., Cummins, D.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment L., Nguyen, V., Cummins, D
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:43.998976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 69b5c120-9920-436a-aecb-6ebca9f4f412 · outbound
This paper cites Suppressing label noise in medical image classification using mixup attention and self-supervised learning.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Suppressing label noise in medical image classification using mixup attention and self-supervised learning
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:43.818812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e3aed8b6-5c5c-446c-b449-7b7e138e8d2f · outbound
This paper cites G., Tilley, B.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment G., Tilley, B
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:43.666425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 28e6d283-3ff3-4186-a771-d0f53a97e6af · outbound
This paper cites S., Rahman, W., Abdelkader, A., Lee, S., Yang, P.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment S., Rahman, W., Abdelkader, A., Lee, S., Yang, P
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:43.470459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fbeb6e14-a6d5-42e7-aede-a91d65c5bced · outbound
This paper cites Explainability of Deep Learning models in medical video analysis: a survey.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Explainability of Deep Learning models in medical video analysis: a survey
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:43.247561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f11049a1-e844-4113-bae7-96ee8058ceb8 · outbound
This paper cites MediaPipe: A Framework for Building Perception Pipelines.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment MediaPipe: A Framework for Building Perception Pipelines
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T21:11:38.881313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f62069cf-b2ed-4558-9400-032af42a7ac6 · outbound
This paper cites R., Macaluso, R., Lonini, L., Cotton, R.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment R., Macaluso, R., Lonini, L., Cotton, R
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:43.071848Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2c65149e-9e64-49e0-ab77-bf689e549976 · outbound
This paper cites Colour image quality assessment using structural similarity index and singular value decomposition.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Colour image quality assessment using structural similarity index and singular value decomposition
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:42.814857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 026add80-6d13-4cb6-9c0e-d4a155b8b755 · outbound
This paper cites Real-time human gesture grading based on OpenPose.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Real-time human gesture grading based on OpenPose
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:42.504122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation d46a2460-96c7-4029-8f18-e367d478daea · outbound
This paper cites M., Yousefpoor, E., Yousefpoor, M.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment M., Yousefpoor, E., Yousefpoor, M
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:42.146916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 11ff6a8d-36cc-4393-b565-4d2df6d2f963 · outbound
This paper cites H., Ehrenberg, H., Fries, J., Wu, S., and R \'e , C.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment H., Ehrenberg, H., Fries, J., Wu, S., and R \'e , C
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:41.822428Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 71db7ffa-f033-448e-8995-b2f707d16f0c · outbound
This paper cites Video-based activity recognition for automated motor assessment of Parkinson's disease.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Video-based activity recognition for automated motor assessment of Parkinson's disease
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:41.545751Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2f8d4cc5-9f62-4bff-95aa-8d59bbb14c69 · outbound
This paper cites G., Girges, C., Hoque, E., and Foltynie, T.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment G., Girges, C., Hoque, E., and Foltynie, T
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:41.314334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 7e52f620-df72-464a-ba3e-57070bbb9699 · outbound
This paper cites W., Yuen, E.
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:40.982401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e6e4e9a4-4b34-40a7-814e-a04ada269077 · outbound
This paper cites M., Hamner, T., Huntington, K.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment M., Hamner, T., Huntington, K
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:40.749336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9e327d52-1ec3-4739-8712-fec5e9019e38 · outbound
This paper cites Cross-spatiotemporal graph convolution networks for skeleton-based parkinsonian gait MDS-UPDRS score estimation.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Cross-spatiotemporal graph convolution networks for skeleton-based parkinsonian gait MDS-UPDRS score estimation
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:40.579869Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ae794478-50a5-4695-868b-e7c0278c1787 · outbound
This paper cites T., Kim, M., and Jang, J.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment T., Kim, M., and Jang, J
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:40.442675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1bfc7536-a92d-452c-89ef-dea948eb8181 · outbound
This paper cites Z., Subramanian, A., Diedrich, D., Lindroth, H., Pickering, B., and Herasevich, V.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Z., Subramanian, A., Diedrich, D., Lindroth, H., Pickering, B., and Herasevich, V
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:40.312864Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0f533840-8d71-4f4d-869b-0cda7edf1483 · outbound
This paper cites Estimation of 3D human pose using prior knowledge.
HiLWS: A Human-in-the-Loop Weak Supervision Framework for Curating Clinical and Home Video Data for Neurological Assessment Estimation of 3D human pose using prior knowledge
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-04T21:11:40.146773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Pith citing papers
No inbound Pith citation observations are available.