Paper Citation Record · LEDGER

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2

As of 7 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2507.23272.

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

pith.paper-citation-record.v1
2507.23272 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:59:57.783157Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

26 of 26 outbound references displayed

verified exact0
verified fuzzy16
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2df79284-5205-44bc-a373-4a1c426ae699 · outbound

This paper cites BMC medical education23(1), 689 (2023).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 BMC medical education23(1), 689 (2023)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.978654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 621ff6a8-54f6-4a82-bcd1-2434fb3a298d · outbound

This paper cites Foundational Models Defining a New Era in Vision: A Survey and Outlook.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 Foundational Models Defining a New Era in Vision: A Survey and Outlook

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:57.715408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f25ec6bb-39b3-4b34-aafc-029610bd8147 · outbound

This paper cites TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:57.718236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ca78561-a9ac-4404-b24a-fd15ffe83b45 · outbound

This paper cites In: European Conference on Computer Vision.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 In: European Conference on Computer Vision

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.971390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e0b231f2-a008-46c8-9757-a624fcfeecf6 · outbound

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

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 In: International Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:57.724648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb55082-7f7b-4dee-996b-81b51dfb4024 · outbound

This paper cites British journal of cancer 126(4), 533–550 (2022).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 British journal of cancer 126(4), 533–550 (2022)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.959999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a55176b2-98fb-4b23-b91e-b36ed88c8042 · outbound

This paper cites Public Health Nursing 42(2), 1017–1030 (2025).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 Public Health Nursing 42(2), 1017–1030 (2025)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.950843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 19d6b623-c419-41b1-9c3f-959f463d6ee9 · outbound

This paper cites Scientific data 12(1), 453 (2025) 10 Kang et al.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 Scientific data 12(1), 453 (2025) 10 Kang et al

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.942570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 76cf4e73-a467-45b5-b44e-6c4a57b20a1e · outbound

This paper cites AI Open2, 225–250 (2021).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 AI Open2, 225–250 (2021)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:57.735854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66c3ece8-f2d0-45b6-bedb-e79d3c6e6879 · outbound

This paper cites Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) pp.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) pp

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.931162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d167f5d8-6005-4042-acbf-e3eafb88b5f3 · outbound

This paper cites Nature Methods 18(2), 203–211 (2021).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 Nature Methods 18(2), 203–211 (2021)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.922820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 48613ccc-619a-45f5-9e2e-9a99d2aee3f6 · outbound

This paper cites In: Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Chal- lenges in Breast Care.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 In: Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Chal- lenges in Breast Care

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.915513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4409f2ed-1914-44a5-842a-05565c4bacb9 · outbound

This paper cites BMC medicine17, 1–9 (2019).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 BMC medicine17, 1–9 (2019)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.907543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 71c38e52-eaa6-472d-af81-4b82a168c4eb · outbound

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

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 In: International Conference on Med- ical Image Computing and Computer-Assisted Intervention

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.900311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7f34bbe-d332-4299-98c8-c3118f157eba · outbound

This paper cites The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:57.753278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 356ae107-3cd4-4c71-96cc-c3370a2e3041 · outbound

This paper cites Cancers13(17), 4287 (2021).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 Cancers13(17), 4287 (2021)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.892299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94dd62c6-cca6-40ab-b6c9-872a7ca4b214 · outbound

This paper cites MedSAM2: Segment Anything in 3D Medical Images and Videos.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 MedSAM2: Segment Anything in 3D Medical Images and Videos

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:57.759357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99c1d33e-a2b3-4f31-96f7-d1ceff086967 · outbound

This paper cites an unresolved cited work.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:59:57.884365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b8e32e1-6210-4ac3-bfa2-3ef0f1667e2c · outbound

This paper cites European journal of breast health15(1), 1 (2019).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 European journal of breast health15(1), 1 (2019)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.877145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ec598f4-4783-4c36-877d-ce00a657a435 · outbound

This paper cites inconvenient truth.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 inconvenient truth

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.868737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 02b5b192-ee03-485d-9bf8-4c63d239d1b2 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 SAM 2: Segment Anything in Images and Videos

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:57.769328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55ed7a07-f611-4783-b0bc-169b9f66745c · outbound

This paper cites British journal of cancer 119(4), 508–516 (2018).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 British journal of cancer 119(4), 508–516 (2018)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.860304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 11a8c54f-5d76-47c6-b684-22e9d0db432d · outbound

This paper cites CA: a cancer journal for clinicians74(1), 12–49 (2024).

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 CA: a cancer journal for clinicians74(1), 12–49 (2024)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:57.774511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e13f9ca8-79fd-425b-9a1c-027c7df3095e · outbound

This paper cites IEEE Journal of Biomedical and Health Informatics (2024) Affordable Tumor Segmentation and Visualization for 3D Breast MRI 11.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 IEEE Journal of Biomedical and Health Informatics (2024) Affordable Tumor Segmentation and Visualization for 3D Breast MRI 11

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.849548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d44a0d76-284d-4a33-a66e-87db8fbb44ec · outbound

This paper cites International Journal of Machine Learning and Cybernetics pp.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 International Journal of Machine Learning and Cybernetics pp

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:59:57.841227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a225cade-e78e-4ce3-a962-765534c497ac · outbound

This paper cites Medical SAM 2: Segment medical images as video via Segment Anything Model 2.

Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2 Medical SAM 2: Segment medical images as video via Segment Anything Model 2

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T10:59:57.783157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.