Pith. sign in

Paper Citation Record · LEDGER

The Next Layer: Augmenting Foundation Models with Structure-Preserving and Attention-Guided Learning for Local Patches to Global Context Awareness in Computational Pathology

As of 9 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 0 inbound Pith citation observations for arXiv:2508.19914.

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

pith.paper-citation-record.v1
2508.19914 v1

Coverage vector

measured 2 of 2 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:25:32.978462Z

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

2 of 2 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2da29f1e-3b79-4e78-a05c-af603718a249 · outbound

This paper cites From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research.

The Next Layer: Augmenting Foundation Models with Structure-Preserving and Attention-Guided Learning for Local Patches to Global Context Awareness in Computational Pathology From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T15:25:32.973885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:25:32.973885Z digest=sha256:d68111ceda01e7a34abc04c511e301f6301ac9eb0623bbded7f491aebcac656f

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T15:25:32.978462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:25:32.978462Z digest=sha256:3b4c77d2a694b2f0376aa7137fa4b85cdbb13f5a33381711f7b4534f458035b1

Pith citing papers

No inbound Pith citation observations are available.