Paper Citation Record · LEDGER

Fairness and Robustness of CLIP-Based Models for Chest X-rays

As of 9 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2507.21291.

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

pith.paper-citation-record.v1
2507.21291 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:58:35.967227Z

measured 28 of 28 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

28 of 28 outbound references displayed

verified exact0
verified fuzzy13
unresolved11
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ebec3188-95d6-4fab-ad80-91aa369a3b1e · outbound

This paper cites In: Ad- vancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond (2024).

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: Ad- vancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond (2024)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:39.671429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8a12aeb3-1f5a-4888-8126-262cf132554a · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:32.857110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da89ca9b-260e-46dc-9518-576d1b0d1d5a · outbound

This paper cites In: European conference on computer vision.

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: European conference on computer vision

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:32.935646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf27d2b0-260d-4625-a8b6-d321e07c4741 · outbound

This paper cites 14944064.

Fairness and Robustness of CLIP-Based Models for Chest X-rays 14944064

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-06T12:58:33.081568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf99182-c666-4ec6-b281-6c44c43f50fc · outbound

This paper cites MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging.

Fairness and Robustness of CLIP-Based Models for Chest X-rays MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:33.269046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc2d7985-0dd3-4dda-ba1b-b810f58bbb7c · outbound

This paper cites Augmenting Chest X-ray Datasets with Non-Expert Annotations.

Fairness and Robustness of CLIP-Based Models for Chest X-rays Augmenting Chest X-ray Datasets with Non-Expert Annotations

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T12:58:36.404217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation adcc8920-35da-4adf-b804-5356a4c02f60 · outbound

This paper cites In: Medical Imaging with Deep Learning (2025), https://openreview.net/forum?id=RuqEg2XAWq.

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: Medical Imaging with Deep Learning (2025), https://openreview.net/forum?id=RuqEg2XAWq

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:39.454756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0b6686ac-452b-4071-a35f-19013c8eeab9 · outbound

This paper cites The Lancet Digital Health 4(6), e406–e414 (2022) 10 T.

Fairness and Robustness of CLIP-Based Models for Chest X-rays The Lancet Digital Health 4(6), e406–e414 (2022) 10 T

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:39.250153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cc5abe2e-639c-430c-8bac-35114f88103b · outbound

This paper cites EBioMedicine89 (2023).

Fairness and Robustness of CLIP-Based Models for Chest X-rays EBioMedicine89 (2023)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:33.834497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7caca877-6244-4f42-a51e-1a74087427c0 · outbound

This paper cites Nature Reviews Cancer18(8), 500–510 (2018).

Fairness and Robustness of CLIP-Based Models for Chest X-rays Nature Reviews Cancer18(8), 500–510 (2018)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:39.076286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40e827fa-b03d-439f-9781-5a45491d40c4 · outbound

This paper cites In: 2023 IEEE 20th In- ternational Symposium on Biomedical Imaging (ISBI).

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: 2023 IEEE 20th In- ternational Symposium on Biomedical Imaging (ISBI)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:38.714194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 64291431-2046-4c3c-8a7d-3db1aa3307e7 · outbound

This paper cites Scientific data 6(1), 317 (2019).

Fairness and Robustness of CLIP-Based Models for Chest X-rays Scientific data 6(1), 317 (2019)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:34.251273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 503be466-c635-47e5-9718-8a9488a7c3e6 · outbound

This paper cites PhysioNet (2024).

Fairness and Robustness of CLIP-Based Models for Chest X-rays PhysioNet (2024)

Reference 13

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T12:58:38.446437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8966c805-86b7-4fc3-ac8d-7967deb92b7a · outbound

This paper cites Proceedings of the National Academy of Sciences117(23), 12592–12594 (2020).

Fairness and Robustness of CLIP-Based Models for Chest X-rays Proceedings of the National Academy of Sciences117(23), 12592–12594 (2020)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:34.370448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e640bf7f-e574-4e41-ac36-3fe65ee51b39 · outbound

This paper cites Ad- vances in Neural Information Processing Systems35, 17612–17625 (2022).

Fairness and Robustness of CLIP-Based Models for Chest X-rays Ad- vances in Neural Information Processing Systems35, 17612–17625 (2022)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:34.496381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c9fefcb-7fb6-41cf-865f-100fa4c0f7a7 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:34.623263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92cea27b-a13f-4f39-bd3e-452c28967071 · outbound

This paper cites European Radiology34(12), 7895–7903 (2024).

Fairness and Robustness of CLIP-Based Models for Chest X-rays European Radiology34(12), 7895–7903 (2024)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:38.065214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f2dc18e3-bfd6-42f9-990b-61f4f4fcbca9 · outbound

This paper cites In: Proceedings of the ACM conference on health, inference, and learning.

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: Proceedings of the ACM conference on health, inference, and learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:34.960507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 274131dd-f15a-44e1-a668-f1e7151148ff · outbound

This paper cites Research Square pp.

Fairness and Robustness of CLIP-Based Models for Chest X-rays Research Square pp

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:37.884781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ea050f4c-fb76-48c0-9e22-ba05d19ee745 · outbound

This paper cites In: The Thirteenth International Conference on Learning Representations (2025), https://openreview.net/forum?id=uAFHCZRmXk.

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: The Thirteenth International Conference on Learning Representations (2025), https://openreview.net/forum?id=uAFHCZRmXk

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:37.639890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07749e55-7fab-4e2b-9339-20c6a97a0eff · outbound

This paper cites Nature medicine27(12), 2176–2182 (2021).

Fairness and Robustness of CLIP-Based Models for Chest X-rays Nature medicine27(12), 2176–2182 (2021)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:37.494565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ce575b1-2df1-4f6d-b66e-33acf3df4d62 · outbound

This paper cites JMIR medical informatics7(3), e10010 (2019).

Fairness and Robustness of CLIP-Based Models for Chest X-rays JMIR medical informatics7(3), e10010 (2019)

Reference 22

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T12:58:36.169221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6d9d99a7-6305-46e2-8333-ac378897b882 · outbound

This paper cites Journal of Imaging Informatics in Medicine pp.

Fairness and Robustness of CLIP-Based Models for Chest X-rays Journal of Imaging Informatics in Medicine pp

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:37.289604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 552733a0-5d57-4531-9a97-11ba73be1dff · outbound

This paper cites Nature biomedical engineering6(12), 1399–1406 (2022).

Fairness and Robustness of CLIP-Based Models for Chest X-rays Nature biomedical engineering6(12), 1399–1406 (2022)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:37.104058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4cae8f78-6bc4-48b1-b26e-f63c2e14198d · outbound

This paper cites In: Computer Vision and Pattern Recognition.

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: Computer Vision and Pattern Recognition

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:36.902075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 006935e3-ad21-48f4-ac98-6ea46407d9f9 · outbound

This paper cites In: Proceedings of the Conference on Empirical Methods in Natural Language Processing.

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: Proceedings of the Conference on Empirical Methods in Natural Language Processing

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:35.796223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5046513-b797-4e9e-b145-037270713e86 · outbound

This paper cites Science Advances11(13), eadq0305 (2025).

Fairness and Robustness of CLIP-Based Models for Chest X-rays Science Advances11(13), eadq0305 (2025)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:58:36.651050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c83579c-b6c0-4636-97d0-38664b0e5bab · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention.

Fairness and Robustness of CLIP-Based Models for Chest X-rays In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T12:58:35.967227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.