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Paper Citation Record · LEDGER

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

As of 20 August 2026, this Paper Citation Record lists 1 of 1 outbound references and 4 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 1 of 1 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:08:34.422271Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:08:34.422271Z

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

1 of 1 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe75f202-db48-4776-8296-62b7e987ea16 · outbound

This paper cites FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis.

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

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T20:08:34.422271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:08:34.422271Z digest=sha256:2195a7c0d7a0acedc990624721677a628eebcbf4c2c4e7a91a992b3558a190e4

Pith citing papers

Observation fe75f202-db48-4776-8296-62b7e987ea16 · inbound

FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis cites this paper.

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

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T20:08:34.422271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:08:34.422271Z digest=sha256:2195a7c0d7a0acedc990624721677a628eebcbf4c2c4e7a91a992b3558a190e4

Observation 652d9a7b-bed0-45de-b440-2d41256ced01 · inbound

Generalist versus Specialist Vision Foundation Models for Ocular Disease and Oculomics cites this paper.

Generalist versus Specialist Vision Foundation Models for Ocular Disease and Oculomics FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T10:57:48.261358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:57:48.261358Z digest=sha256:0cae5a4c8bac5a8e58cc130e51ea426da4005c1947c70369b596761df5023f01

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

SemiSAM-O1: Pushing the Boundary of Annotation-Efficient Medical Image Segmentation with Generalist Knowledge Fusion cites this paper.

SemiSAM-O1: Pushing the Boundary of Annotation-Efficient Medical Image Segmentation with Generalist Knowledge Fusion 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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T04:41:17.319670Z digest=sha256:ae2532d11df927fa83b76c52c881f0522ac0ece7328ac2605ebc4a8835071928

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=sha256:560b44400ada63e2d31eccac66e98aa9d297ae26dd738625b9a5c49bce5f93d8