Paper Citation Record · LEDGER

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model

As of 18 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2507.13087.

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

pith.paper-citation-record.v1
2507.13087 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:38:08.054535Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T01:14:31.320559Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:21:24.032860Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy16
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4d0bcaf9-22de-4ac0-9e91-a44d158ce0fb · outbound

This paper cites Medical physics38(2), 915–931 (2011).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Medical physics38(2), 915–931 (2011)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:05.559729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c736fade-4415-497c-a260-4e8c162ed2c0 · outbound

This paper cites In: Medical Image Computing and Com- puter Assisted Intervention–MICCAI 2019: 22nd International Conference, Shen- zhen, China, October 13–17, 2019, Proceedings, Part II 22.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: Medical Image Computing and Com- puter Assisted Intervention–MICCAI 2019: 22nd International Conference, Shen- zhen, China, October 13–17, 2019, Proceedings, Part II 22

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:05.626122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ac88871-f7d3-42e8-bf5b-6e5d4e77f116 · outbound

This paper cites NeuroImage148, 77–102 (2017).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model NeuroImage148, 77–102 (2017)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:11.341905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 06b3e854-0132-4b47-9ced-6a076798a74f · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:11.116048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 26989bd1-5c3a-4dd0-a316-166c9f1e3636 · outbound

This paper cites Chinese clinical oncology7(4), 37–37 (2018).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Chinese clinical oncology7(4), 37–37 (2018)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:10.945504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 44bbd35a-42b1-4955-bbfc-f68bdba8ff08 · outbound

This paper cites Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:05.874881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c010faf-41fc-41f4-9e6e-f8f2ba9dd79e · outbound

This paper cites Advances in neural information processing systems33, 6840–6851 (2020).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Advances in neural information processing systems33, 6840–6851 (2020)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:06.047067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8d5f647-92b2-4630-ad75-3c9f318b9847 · outbound

This paper cites Advances in neural in- formation processing systems34, 12454–12465 (2021).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Advances in neural in- formation processing systems34, 12454–12465 (2021)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:10.731688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8593cbd3-3347-4ea8-ab03-ef56ac269458 · outbound

This paper cites In: European conference on computer vision.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: European conference on computer vision

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:06.236799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfcb3e8d-bc78-4adb-9b9f-cd52ae6231d1 · outbound

This paper cites Advances in neural information processing sys- tems31(2018).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Advances in neural information processing sys- tems31(2018)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:06.318667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b37e648c-a5cd-4ca8-a6f2-6bc27f87c4ee · outbound

This paper cites In: International Conference on Machine Learn- ing.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: International Conference on Machine Learn- ing

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:06.405465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb95f596-8f41-4bb0-bbfe-00f4c91b7ed6 · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:06.468246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5407e108-a946-45d8-b895-907fe4deba3c · outbound

This paper cites In: International conference on medical image computing and computer-assisted intervention.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: International conference on medical image computing and computer-assisted intervention

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:10.499885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2359b4b8-a996-4c4e-acf4-fd1ee802d4da · outbound

This paper cites In: International conference on medical image computing and computer-assisted intervention.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: International conference on medical image computing and computer-assisted intervention

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:10.269364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2a8089f4-649b-4816-bef1-8b3b05368528 · outbound

This paper cites Medical Image Analysis92, 103028 (2024).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Medical Image Analysis92, 103028 (2024)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:10.121402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 767ab95f-0d56-4f63-bcda-1b56a12e50ca · outbound

This paper cites The international journal of cardiovascular imaging26, 57–64 (2010).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model The international journal of cardiovascular imaging26, 57–64 (2010)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:09.971338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 18d74dcb-4ac1-4be1-a2ed-9bd68cb81749 · outbound

This paper cites International Journal of Radiation Oncology* Biology* Physics (2024).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model International Journal of Radiation Oncology* Biology* Physics (2024)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:09.777255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aef887f9-6bef-46dc-87c7-771031a172ba · outbound

This paper cites Nature Communications15(1), 654 (2024).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Nature Communications15(1), 654 (2024)

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:06.991682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e578780a-574d-4995-b05c-71089dca6936 · outbound

This paper cites Advances in Neural Information Processing Systems36, 71275–71293 (2023).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Advances in Neural Information Processing Systems36, 71275–71293 (2023)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.053931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc9c8af6-ecfb-453f-ac48-c8cc367cbaa8 · outbound

This paper cites In: Medical image computing and computer-assisted intervention–MICCAI 2015: 18th international conference, Munich, Germany, Oc- tober 5-9, 2015, proceedings, part III 18.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: Medical image computing and computer-assisted intervention–MICCAI 2015: 18th international conference, Munich, Germany, Oc- tober 5-9, 2015, proceedings, part III 18

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.139760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 332652ce-8b84-42b0-91d1-b0599d0ec8b7 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:09.480036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation afe1eddb-45bc-4806-9154-3672d5b81196 · outbound

This paper cites Radiotherapy and On- cology77(2), 182–190 (2005).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Radiotherapy and On- cology77(2), 182–190 (2005)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:09.252763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3f87a093-9a77-40e6-b2b0-8c2f60f80ac8 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recog- nition.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recog- nition

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.382911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee8670a-b3e1-4c59-9ad5-0f717b008357 · outbound

This paper cites IEEE transactions on medical imaging23(7), 903–921 (2004).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model IEEE transactions on medical imaging23(7), 903–921 (2004)

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.467414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c49b98d-f8d6-450c-82ab-7c1b56361631 · outbound

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

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:09.084516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f65910b1-2833-4611-8e66-6dd6c7b88fff · outbound

This paper cites In: Proceedings of the 32nd ACM International Conference on Multimedia.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: Proceedings of the 32nd ACM International Conference on Multimedia

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:08.890018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2cd218ab-c3c2-4409-84a4-d6891e575693 · outbound

This paper cites In: International Workshop on Statistical Atlases and Computational Models of the Heart.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: International Workshop on Statistical Atlases and Computational Models of the Heart

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:08.669648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 016a6c8e-ae0a-4e8b-a72d-2befd84b092e · outbound

This paper cites In: Pro- ceedings of the IEEE/CVF International Conference on Computer Vision.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: Pro- ceedings of the IEEE/CVF International Conference on Computer Vision

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:08.485289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 105804d2-a7f5-4f45-8dc1-cba3c487c85d · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:08.291225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a62b696f-c9b6-4868-9114-cc140efbba23 · outbound

This paper cites Advances in Neural Information Processing Systems33, 15750– 15762 (2020).

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model Advances in Neural Information Processing Systems33, 15750– 15762 (2020)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:08.054535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 10203952-d9b6-4bab-a7a5-f96eea5a65dd · inbound

Harmonized Feature Conditioning and Frequency-Prompt Personalization for Multi-Rater Medical Segmentation cites this paper.

Harmonized Feature Conditioning and Frequency-Prompt Personalization for Multi-Rater Medical Segmentation DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:21:24.036188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.