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Paper Citation Record · LEDGER

Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.03867.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2408.03867 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:15:11.886109Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-11T06:16:19.390415Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a6ec81d0-8e7a-49dd-9216-ecf6c945fa1d · inbound

SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation cites this paper.

SWAG: Long-term Surgical Workflow Prediction with Generative-based Anticipation Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition

Reference 23

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T04:30:02.723513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T04:30:02.617556Z digest=sha256:7bf79b00c4d1f289e5fd6b14b98853bb51c9f54c2d433708d5996ada7f29a264

Observation 503a7761-bb7a-470b-b827-25dbd3e2fb53 · inbound

Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos cites this paper.

Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-16T10:15:11.886109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:15:11.886109Z digest=sha256:7c1af9e3e387b70955b4c473af8d15a42561a67b2753d52889341f62fb382756