Paper Citation Record · LEDGER

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2603.04024.

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

pith.paper-citation-record.v1
2603.04024 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:04:22.667544Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

27 of 27 outbound references displayed

verified exact1
verified fuzzy0
unresolved26
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6945d19d-3dfe-4455-a5ee-09a41f6dd609 · outbound

This paper cites SegDiff: Image Segmentation with Diffusion Probabilistic Models.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation SegDiff: Image Segmentation with Diffusion Probabilistic Models

Reference 1

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Observation e70834fa-d377-4961-9dc5-67176f124bf0 · outbound

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

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation Medical physics38(2), 915–931 (2011)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:20.441029Z

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Observation 2ff1a4cd-1325-499c-ab69-7a96c423ff1b · outbound

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

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: International Conference on Med- ical Image Computing and Computer-Assisted Intervention

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:20.526096Z

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Observation 1a366d55-e9fe-4ed5-8b8c-805827ae4c6a · outbound

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

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation NeuroImage148, 77–102 (2017)

Reference 4

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Observation 7a89ed6a-ce9a-4a4c-859c-c7409aa8f61a · outbound

This paper cites In: 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI).

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)

Reference 5

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Observation d75876ab-e5a2-4eee-b277-8a13f933b886 · outbound

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

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 6

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Source-reported events for the cited work

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Observation 9d954ea7-d426-4b74-ba08-a6d550f911c6 · outbound

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

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:21.124757Z

Source-reported events for the cited work

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Observation 0dc9443b-f42b-4f3d-a7fc-0f38f6f46f48 · outbound

This paper cites an unresolved cited work.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation Unresolved cited work

Reference 8

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Observation 5df8b75e-9667-4484-9dd1-1d9708a0315e · outbound

This paper cites The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:21.347062Z

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Observation 09ac5784-7789-4757-8712-cf9cef533bdd · outbound

This paper cites In: Advances inNeuralInformationProcessingSystems(NeurIPS).vol.33,pp.6840–6851(2020).

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: Advances inNeuralInformationProcessingSystems(NeurIPS).vol.33,pp.6840–6851(2020)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:21.443013Z

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Observation eb1d87a7-c5ea-4fb9-b5a8-b4bac40bf1ee · outbound

This paper cites an unresolved cited work.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:21.596834Z

Source-reported events for the cited work

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Observation b2cdb324-dd59-454e-9600-1d2fb5d69528 · outbound

This paper cites Nature methods18(2), 203–211 (2021).

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation Nature methods18(2), 203–211 (2021)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:21.698417Z

Source-reported events for the cited work

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Observation 63b12e1a-4c83-49de-b418-90ba526a0938 · outbound

This paper cites arXiv preprint arXiv:2511.14063 (2025).

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation arXiv preprint arXiv:2511.14063 (2025)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:21.758016Z

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Observation 294c92c1-69b5-4c5e-bcb1-5c26de7f1715 · outbound

This paper cites Advances in neural information processing sys- tems31(2018) 10 C.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation Advances in neural information processing sys- tems31(2018) 10 C

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:21.812422Z

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Observation 66df7d53-6e1d-4ca8-9076-0ea950e64911 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial In- telligence39(6), 5946–5954 (Apr 2025).

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation Proceedings of the AAAI Conference on Artificial In- telligence39(6), 5946–5954 (Apr 2025)

Reference 15

Resolution: verified exact; doi, observed 2026-08-02T19:08:24.595464Z

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Observation 6017e61d-7d5e-4a30-8464-6a8671466b71 · outbound

This paper cites Nature methods21(2), 195–212 (2024).

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation Nature methods21(2), 195–212 (2024)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:21.933541Z

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Observation 1df284b0-6bed-429b-9558-68172265f27d · outbound

This paper cites In: Inter- national Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: Inter- national Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:21.973522Z

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Observation 51ad5fb4-69a8-4aac-965d-49443f408bca · outbound

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

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:22.031739Z

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Observation 7facd5f2-3a43-4394-a1a9-5e7e382ccc4b · outbound

This paper cites FAST-CAD: A Fairness-Aware Framework for Non-Contact Stroke Diagnosis.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation FAST-CAD: A Fairness-Aware Framework for Non-Contact Stroke Diagnosis

Reference 19

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Observation dd1df4c6-76e7-49a6-a87b-2d053ae8b649 · outbound

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

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention

Reference 20

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Observation fd542a56-419c-44bb-9b4d-dfc5304848ef · outbound

This paper cites In: International Conference on Medical image computing and computer-assisted intervention.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: International Conference on Medical image computing and computer-assisted intervention

Reference 21

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Observation e96dff5e-cd1f-4339-9feb-3ca28929e633 · outbound

This paper cites In: Medical Imaging with Deep Learning.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: Medical Imaging with Deep Learning

Reference 22

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Observation 670f1be6-c929-45a7-b7d6-6589d453a97f · outbound

This paper cites arXiv preprint arXiv:2507.20973 (2025).

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation arXiv preprint arXiv:2507.20973 (2025)

Reference 23

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Observation 38807ade-3bc9-406e-ab4d-b3b428d276af · outbound

This paper cites In: Medical imaging with deep learning.

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: Medical imaging with deep learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:22.549615Z

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Observation ddaf5ef1-698c-475b-be2c-2ddd17331c84 · outbound

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

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: Pro- ceedings of the IEEE/CVF International Conference on Computer Vision

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:22.630042Z

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Observation 70be056c-11a7-43e1-9b2c-c30ecea731db · outbound

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

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:22.639167Z

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Observation a51f78de-8941-4598-9071-a40cddbb77bd · outbound

This paper cites Bioinformatics40(4), btae118 (2024).

Volumetric Directional Diffusion: Anchoring Uncertainty Quantification in Anatomical Consensus for Ambiguous Medical Image Segmentation Bioinformatics40(4), btae118 (2024)

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:22.667544Z

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Pith citing papers

No inbound Pith citation observations are available.