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Paper Citation Record · LEDGER

FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2508.11721.

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

pith.paper-citation-record.v1
2508.11721 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 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T10:19:46.826557Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T21:41:13.839702Z

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 b05e0082-45a6-4eec-a844-970ad446a898 · inbound

SemiSAM-O1: How far can we push the boundary of annotation-efficient medical image segmentation? cites this paper.

SemiSAM-O1: How far can we push the boundary of annotation-efficient medical image segmentation? FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:41:13.848050Z

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.

source=pdf_text observed=2026-05-08T04:41:17.319670Z digest=sha256:709a0042b4ba38652a19ddb7c3a06870a530ccda73fbdd299b8469699cc6db61

Observation af1a2acb-75e5-4c01-8b55-04bc9ae5f0cd · inbound

Uncertainty-Aware Last-Layer Adaptation of RETFound for Referable Diabetic Retinopathy Screening Under Dataset Shift cites this paper.

Uncertainty-Aware Last-Layer Adaptation of RETFound for Referable Diabetic Retinopathy Screening Under Dataset Shift FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-12T10:19:46.826557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T10:19:46.826557Z digest=sha256:f2ece36a0147f36b0faf2b5d1b45aa5c2721e17b5959181e685f9a9c966801cf