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Paper Citation Record · LEDGER

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment

As of 23 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2506.20303.

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

pith.paper-citation-record.v1
2506.20303 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:56:07.587509Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

15 of 15 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae4e38d2-5f5b-4599-8c5a-bc04277eeeaa · outbound

This paper cites Global prevalence of age- related macular degeneration and disease burden projection for 2020 and 2040: a systematic review and meta- analysis,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Global prevalence of age- related macular degeneration and disease burden projection for 2020 and 2040: a systematic review and meta- analysis,

Reference 1

Resolution
malformed identifier
no resolver link, observed 2026-08-06T22:56:06.578404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4989868c-cd59-4e9b-b317-53ba93f3cde0 · outbound

This paper cites Factors associated with eye disorders and diseases: A retrospective study,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Factors associated with eye disorders and diseases: A retrospective study,

Reference 2

Resolution
verified exact
doi, observed 2026-08-06T22:56:08.293390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 543eec71-fcd7-4b90-8350-ef7df13cc5d1 · outbound

This paper cites Retinal Imaging and Image Analysis,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Retinal Imaging and Image Analysis,

Reference 3

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:56:09.617801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 5f0a2806-e326-4715-990f-2836c46d8d3f · outbound

This paper cites Deep image mining for diabetic retinopathy screening,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Deep image mining for diabetic retinopathy screening,

Reference 4

Resolution
verified exact
doi, observed 2026-08-06T22:56:08.163771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 380a8f00-1e78-4681-80d5-dbd274aeee7f · outbound

This paper cites Intermediate Assouad-like dimensions for measures.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Intermediate Assouad-like dimensions for measures

Reference 5

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T22:56:09.435643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:56:06.794476Z digest=sha256:494fe4a042f5e1d5d4ddf856260a15988b34fb74d4707fa564d1db6cd66ddfbf

Observation f1b71f5f-cc03-4895-9fb4-8f5d64af7eac · outbound

This paper cites Evaluation of Retinal Image Quality Assessment Networks in Different Color -Spaces,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Evaluation of Retinal Image Quality Assessment Networks in Different Color -Spaces,

Reference 6

Resolution
malformed identifier
no resolver link, observed 2026-08-06T22:56:06.874434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:56:06.874434Z digest=sha256:e125f066fd0810aea9cc9b42efdfc2a0ea2d7773e88be0cb5353aadb892543bf

Observation 9747dd1f-366f-40a6-80ad-f9eb17876784 · outbound

This paper cites Acquire Precise and Comparable Fundus Image Quality Score: FTHNet and FQS Dataset.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Acquire Precise and Comparable Fundus Image Quality Score: FTHNet and FQS Dataset

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:56:08.000917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:56:06.994848Z digest=sha256:eb173eb0b4ac0082b0b6868b9826aa0d4ac611c7d47677b0f22727009b0783b9

Observation 1e4e339d-613a-4a76-a1ac-89d1140ada25 · outbound

This paper cites FundusQ -Net: A regression quality assessment deep learning algorithm for fundus images quality grading,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment FundusQ -Net: A regression quality assessment deep learning algorithm for fundus images quality grading,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T22:56:07.044535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:56:07.044535Z digest=sha256:04bd97e633da99c3b6e7aa3b54f48eca022df48623da498fde6f2750b1a88e8b

Observation 2f53c8bc-aa82-407c-b2b6-75020d5012e7 · outbound

This paper cites Fundus image quality assessment: survey, challenges, and future scope,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Fundus image quality assessment: survey, challenges, and future scope,

Reference 9

Resolution
malformed identifier
doi_truncated, observed 2026-08-06T22:56:09.229947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 97cfc804-efd5-4e20-969e-abc0655fb48c · outbound

This paper cites EfficientNetV2 Based Ensemble Model for Quality Estimation of Diabetic Retinopathy Images from DeepDRiD,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment EfficientNetV2 Based Ensemble Model for Quality Estimation of Diabetic Retinopathy Images from DeepDRiD,

Reference 10

Resolution
verified exact
doi, observed 2026-08-06T22:56:07.847543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 559dab55-abac-491f-9e0e-07d14544316d · outbound

This paper cites Human Visual System-Based Fundus Image Quality Assessment of Portable Fundus Camera Photographs,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Human Visual System-Based Fundus Image Quality Assessment of Portable Fundus Camera Photographs,

Reference 11

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:56:09.043388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:56:07.335753Z digest=sha256:206a1251bbb53e61aac4bcb9366ffd704527476a52ab0e2b068d56837fe6cd1d

Observation c530ee5d-6696-4f9f-bad3-587386c3a7e8 · outbound

This paper cites Automatic fundus image quality assessment on a continuous scale,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Automatic fundus image quality assessment on a continuous scale,

Reference 12

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:56:08.846862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:56:07.422950Z digest=sha256:099d5576fc4cdbde56789c3dd308ed359a30f4170c4fc3c34c9bb3a9eb828403

Observation b2b30890-6487-4f3f-87f6-1ca565174a6e · outbound

This paper cites Validating Retinal Fundus Image Analysis Algorithms: Issues and a Proposal,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Validating Retinal Fundus Image Analysis Algorithms: Issues and a Proposal,

Reference 13

Resolution
malformed identifier
doi_truncated, observed 2026-08-06T22:56:07.743536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:56:07.499908Z digest=sha256:aaf9addf52fe4b7ce7d555a8e9a74bdc70ae3aec69fc0838f7e64f53ad22180e

Observation af1e2fea-bf6a-4895-b747-6770fa543a94 · outbound

This paper cites Deep Learning in Automatic Diabetic Retinopathy Detection and Grading Systems: A Comprehensive Survey and Comparison of Methods,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment Deep Learning in Automatic Diabetic Retinopathy Detection and Grading Systems: A Comprehensive Survey and Comparison of Methods,

Reference 14

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:56:08.620561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T22:56:07.545109Z digest=sha256:0546933a0ac56890ce6003ca9f777c8a93bc6e0901ea79b930337f92a365a755

Observation 194ff962-d9f1-44b5-907f-d8ab4d0df579 · outbound

This paper cites A Catalog of Public Glauco ma Datasets for Machine Learning Applications,.

FundaQ-8: A Clinically-Inspired Scoring Framework for Automated Fundus Image Quality Assessment A Catalog of Public Glauco ma Datasets for Machine Learning Applications,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T22:56:07.587509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.