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Paper Citation Record · LEDGER

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning

As of 20 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2506.21006.

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

pith.paper-citation-record.v1
2506.21006 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:40:36.065679Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:01:38.779567Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T05:01:39.042050Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 550f613c-c76c-4019-be11-b5f78d68ee8e · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:37.141147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:30.196911Z digest=sha256:947462b932d0e5c251823852ba66ce69f08db0e185c25ea4f834c58629bbf2cb

Observation 4b40d672-2518-43a0-b68a-61b911229a78 · outbound

This paper cites Atik Ahamed, Braxton McFarland, Xiaoqin Wang, Jin Chen, and Abdullah-Al-Zubaer Imran.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Atik Ahamed, Braxton McFarland, Xiaoqin Wang, Jin Chen, and Abdullah-Al-Zubaer Imran

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:40:37.125231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:30.299214Z digest=sha256:ff3a857ed7a1fe39d7956325d566806c21cceb0b2b29610692ca6ab9247ab20c

Observation 8c9f217a-de13-47ae-bf31-012ab1bd3267 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:37.104405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:30.407820Z digest=sha256:447fd6993606cd3f3896339933757e9b743e9fba3b18a3fd234401a8cc6a368a

Observation 2b417b84-abf5-4aad-8e29-ec89f18f3907 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:37.083003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:30.513857Z digest=sha256:44a31cdb5e69b7c9325fff40f3ab5dc221775fedea8421aed18cb8e51e09a535

Observation 26eb7a8c-0786-4244-b68d-107f1f2253b6 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:37.065706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:30.642294Z digest=sha256:c0d48867e643286eef9c744709c0a02163cd44885768294d65ec1b088580a7df

Observation 956cf799-2e5b-469a-afd9-e144a9025239 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:37.048919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:30.768120Z digest=sha256:29d3c6a05f4a3c299ae85f90224818066665b40a090193e9e8d5138cd0abf1bd

Observation e2886e3d-22c2-4ca9-9833-a7589baa1798 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:37.033701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:30.863868Z digest=sha256:06e120b16b80d37cacf63015673fad7363a1a04f383c6529964a9afd85243440

Observation 4a3af43e-dc6a-4246-9274-86a0f4e5729e · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:37.017693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:30.988275Z digest=sha256:4d43f6b2823ff3ee901e056e79ca208bbb22bc48449eb09ce892f42d67e441b8

Observation e8d3977b-40c1-497a-9858-aa856dfee7a4 · outbound

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

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T22:40:31.107382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:40:31.107382Z digest=sha256:387ce1d4e495400c1a8507c870c535d514ee8a3d08935ecaf020efd7902de1f2

Observation 58c5c443-938c-4b37-89ea-9f59d7047d1a · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:37.000788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:31.203788Z digest=sha256:8a2d87c7632a54ae7c0851fd79701e9f529346c4a1053c60257155f98185949e

Observation 76a7a07c-1216-4ecc-b725-22f284cf0f5e · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.983938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:31.311451Z digest=sha256:09ce8c60a6b0bb0519055931d956f1cd2cd7a77d6d4fabb972d1d43b10119f7d

Observation 1f3432ec-808e-4b54-913d-db1f9cdb591a · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.966135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:31.431374Z digest=sha256:ce7f1055a22a3ca3d020267e14c23dd0ecf33aa81ec48d909b2f26e6415ec231

Observation e6cd270f-a1af-43ac-80b3-c69d0b93aa60 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.950204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:31.520261Z digest=sha256:97b53fe7647b29d096344fd5e80df6a959dacfd3f0c7c64a62c2c71c1dcf5758

Observation 9ac986e1-6386-43ea-98a5-8d4d56eb6eb2 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.933339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:31.631193Z digest=sha256:ff46c43dd638dc3d38a8395192cdf48e5cf4a17a21183259d03acf345277f6f2

Observation bc2a8e33-3ad8-4fd1-bb41-50c9062d7e96 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T22:40:31.770239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:40:31.770239Z digest=sha256:205413c266671fd4e8ff1e5cccd76f7d0743c0131b2867fb9c081f1f2fca2af6

Observation a767b3ec-cee0-41aa-931c-4a329aba7ab9 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.917362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:31.876198Z digest=sha256:0b6b245b390e7cd74913401053bb09be451ec3b509886d6924022ad8c1eda223

Observation 46277661-bc1f-439f-a238-c8dbfb41daa5 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.900618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.028340Z digest=sha256:a44d718ec1bfa23aee00748845410f9839608633327aa84ab0b0000123d71c79

Observation b59880e0-5f00-4dac-9635-f14ebd28cb84 · outbound

This paper cites Hospedales.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Hospedales

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:40:36.883247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.123729Z digest=sha256:fc66b02a389788a6feb55eef287a033f477c15afcfb5d78af0e7ba8444539b8a

Observation 306607ca-bd30-41e2-acb4-247193ee2945 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.866175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.191123Z digest=sha256:af916ad596f1cea0c7b5281d9a5bd9c4b75f23fbcda7919b0e6af28ca9b33e19

Observation d2cd6fdf-43d8-428c-8278-82ac1da11755 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.848654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.275231Z digest=sha256:a5f786de2f756582ce8f871af5e479159e1bdcde0f69bb31f966592eb13e12ca

Observation 643e6aea-7395-43eb-a8f0-5611440059b5 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.831038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.385488Z digest=sha256:671709f06a5a3a5d3fa8a8c4a088bc5bef0835e7fe85bf4b38d883297fab7bcf

Observation 9a44bcfa-a848-4629-9024-f1bd99354106 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.813312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.483311Z digest=sha256:660ca4ec1671e981867633f3d4eeb507f770e44328a9b2d396f809bcdb2fb798

Observation 7737efb6-9759-4473-a922-67333321fccb · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.793795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.591245Z digest=sha256:aa2789ed0ef2a008522c10ddc1288a400a179db1977b8076993aaea40bff902c

Observation 1fb93861-7908-443d-abb5-b2c9a1b09d4f · outbound

This paper cites The Forward-Forward Algorithm: Some Preliminary Investigations.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning The Forward-Forward Algorithm: Some Preliminary Investigations

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T22:40:32.667997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:40:32.667997Z digest=sha256:da1950fc412ee7cb2f9d23dea7a8669a402137446085ae2c856367c54e974ca1

Observation 15832378-14fd-4201-a27b-f570339e94d5 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.775184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.703938Z digest=sha256:cb9276c2c738b108004bc9d908213d2737e5e1c933b28017aa8e9bc492a42b19

Observation e211745f-e035-410d-8741-86765d2357e6 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.757080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.751507Z digest=sha256:22f094244693ae086e827e764c576ef7f9c9c0ff69971e13585d60ef7cf7e472

Observation 025873f8-48c9-422e-9dbc-d1c8fd70e5fd · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.739245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.843744Z digest=sha256:79ee3640305b6f47e3607cf064fb4a9ab643d995ca42a3182b5cf994d0ca34dd

Observation bddb6bf2-91f0-408d-826e-a021651e66e1 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.720427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:32.910603Z digest=sha256:393183aa2b5015998810e25cc5b4bec60f5f0c91c40a31a0aa7881f58a41639b

Observation 2f43f401-3ea6-4033-9ade-50c96b105254 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.699841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:33.032411Z digest=sha256:21e4a44f82ac3910dee8c51e1034ee06743f84055047a243e18ba887da72d218

Observation 147bf18d-0dff-4b8b-b383-e48b0e0e3482 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.680303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:33.133082Z digest=sha256:76851d66ea3a2d53ce91cde0b8ae910a16d61e28ddbb9bf740495f755d75c1c5

Observation 0a2b2f6a-56d6-4dfe-b072-7f07c1eee8c6 · outbound

This paper cites Le-Khac, Graham Healy, and Alan F.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Le-Khac, Graham Healy, and Alan F

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:40:36.662586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:33.258023Z digest=sha256:74a5a9ebbccda2eb785a54f7ade1ef7f8a1bd2652d52bc125a27aea0ed594dbb

Observation 3a1743d7-a282-4b3e-bde2-a18ef5460ac2 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.645312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:33.400744Z digest=sha256:d73985b32d0d05f592ff8526178b4abd959258fcf53fcb220533755b0d2e8af5

Observation 208d555d-6747-404a-b4b4-00b6153d26d7 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.626951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:33.556587Z digest=sha256:f7ea9839bf93d6a9fbf18ab97f72c362e8bb3c9eff3d11cb5209bd5481e97aba

Observation 069aed11-9f2e-463c-8fcb-959501104dc9 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T22:40:33.695684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:40:33.695684Z digest=sha256:795ef9ea2ac6721fea6364778ee6336de4cfa15c337f2a17e732d6ec5273d2e9

Observation 73d5fc73-7f8f-47e5-b157-9e3676645c2f · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.598535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:33.809841Z digest=sha256:cc0d0715626407a0b736b4489840243c9dd54464630bbfe6e94640117d86d19b

Observation 162d34ae-410b-4f27-9ea6-c46bbd2c5604 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T22:40:33.914814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:40:33.914814Z digest=sha256:f018bfc142f372c919b17be64733bec70a06c87f5fc3eefae2000039bd56bafc

Observation 1eaaddb8-10d1-4f3d-a91c-3b633537091d · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.569256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:34.056616Z digest=sha256:ad437544e22c1904cd54386033d459ccc13d488c3c9cafefeb0f4e8786037abc

Observation 7fc9174d-b94c-4d31-88c1-55ea39b67d70 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.552612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:34.194176Z digest=sha256:fd756a73be3a53a1e197c3ce9bea1e105e072222d97eeddfbae636d1023ee47d

Observation c511c352-1ad6-45a6-800e-76ea5b91808f · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.537649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:34.318627Z digest=sha256:5e73828f7220a5320ee505c8fc69ad09738b16c5bc2a87546699d46add06c7b4

Observation 8d0a97a4-12f2-49fc-b6a2-5b4b9d9f226b · outbound

This paper cites Müller and Bernhard Kainz.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Müller and Bernhard Kainz

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:40:36.522072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:34.436696Z digest=sha256:ed67d24761f3ccaf834379b345b88196f657eed6984e7dc15d26bb2395bd34fc

Observation e13d818e-c2db-46cd-b165-19eb84c69245 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.506178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:34.571371Z digest=sha256:e3038904cfd60357dd6404c0ff60c15ab8183ef0470058405dad668666f581a8

Observation 69b8cfe6-3ce1-4069-89b8-c9c29e680af6 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.489527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:34.705850Z digest=sha256:35014d3d30b1b2dd98e461d73bb7f124869e5c3f5addb8d0882b30e1b6d05ec6

Observation 5152b77d-3174-4652-a23e-af95175d1fd8 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.471979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:34.823545Z digest=sha256:00334486703694b5e239e38c0744858a4584e3e3111ca04870dfc91e5a075f1a

Observation 556dbc1d-f2bc-434a-ba1c-95d3f6cb8c9d · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.455049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:34.977332Z digest=sha256:c31e6140a507f86bc268350ab8a9e09102547fddde0833abe97969946ecafda5

Observation 29b76681-c2ce-4c3a-95c0-107af7f295a0 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.439230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:35.084894Z digest=sha256:5093019b1b6e78179ca6ed8e1698a17286a1ecb48dd2606b4e9b22b8c5680dc5

Observation d672c89c-c645-4a6b-a768-e578ede8f3e9 · outbound

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

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning SAM 2: Segment Anything in Images and Videos

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T22:40:35.224372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:40:35.224372Z digest=sha256:d200a3ed466ef048e3d045d8165509bf18c63b5061a9f41777ebb34cd40dae3f

Observation c760ee3b-7ae2-43b7-93bd-b4194594a28b · outbound

This paper cites The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:40:36.170438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:35.336140Z digest=sha256:9e56213796ba20181bf5ae8d1599972c8caee2534a6e565b53f9ecb332e71c4f

Observation 4fe15b96-bbb6-461e-a1f3-86236eb79eae · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.423729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:35.495699Z digest=sha256:569fdf59eccac20deae9195ebb47bf0b7a11e6a509e9e2dd263cd9e12eae86f4

Observation 4392e86d-effc-4e10-9c7c-715b27c2a02d · outbound

This paper cites Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning 19.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning 19

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:40:36.408610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:35.651787Z digest=sha256:ab25e748e99d0dd59d300bba8ded9ebf1a052cff39be12a474854a84a7628147

Observation 535fa00d-7fd4-420b-8c2c-dc7bb82372b1 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.391541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:35.774684Z digest=sha256:fb7609231e56fefde961806d1c66e35edeff9b7a4b1cf274b2cb0ac7c95ac2a1

Observation f29cb5c6-efa7-4561-b4c6-627743dbe242 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.374968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:35.891791Z digest=sha256:4c779979fbb64eb79706b118627b805c49b6ef6add21d2551481a456faa9bce0

Observation cd1c91ae-750b-4f68-ad2b-a18644541170 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.358798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:35.977833Z digest=sha256:b8b50002b7d3954051260e1633450c8567928c9234dac24a14035d0e04aecf7a

Observation ed6a6479-ef77-4ab0-ae16-b3ee3f1d8915 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.342866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:35.989887Z digest=sha256:1d6d53a816317b2342de211e2929b04d326a39019125d453931f55cc776848ae

Observation a0d833f4-90d9-4a7a-aa2f-3f5136aac4a3 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.325328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:36.000113Z digest=sha256:4fac6ddbaed73d35ff7b597ff35f34fd31cafec8b1693d730966d7ef93cda6ba

Observation 69ddec76-517f-4aba-b0b2-17be6e0db79b · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.308585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:36.008310Z digest=sha256:b8d380cda51e08c893898933427c64b0007106834466ec072f2899da9eb2863f

Observation 24c27d6e-ccfb-4c8e-a87e-4eb025128e2e · outbound

This paper cites MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T22:40:36.017142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:40:36.017142Z digest=sha256:7897f71f8a4a14b16e21a2243e81ab34597f341d75826a93d876f68ce1f7c8c1

Observation df1485f7-b189-4c30-8c91-b080d42a3c52 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.290440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:36.027159Z digest=sha256:e09cc91de04a370fe6c54b092e75a52e669f83875cb102e20964c10814fdc76c

Observation f24ed252-cd23-4bfd-a90c-e6dcde393dbd · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.272637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:36.036095Z digest=sha256:33753f2905d1087fe00acd1f19260cf70bbf455d0e361dad7789f0729214de0a

Observation 5e7db419-45ee-402f-acab-3b5fcf7b4af5 · outbound

This paper cites an unresolved cited work.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:40:36.256846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T22:40:36.045638Z digest=sha256:4fd3d5e4ed7f051ecd4af827435c6c97ddedd19b6940618c815cc542123a3636

Observation cb421d72-2444-4831-b123-426b0b3e7b25 · outbound

This paper cites EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T22:40:36.054758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:40:36.054758Z digest=sha256:dd6a02475168f42f8ae787735fe94090fe1c0c25eb2306d25679ef5193becc5f

Observation fd786693-3bf6-4861-af35-14ec0957c9d5 · outbound

This paper cites SAM-SP: Self-Prompting Makes SAM Great Again.

Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning SAM-SP: Self-Prompting Makes SAM Great Again

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T22:40:36.065679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:40:36.065679Z digest=sha256:9e2aa34f1308022f4aed0e73d26ad36c65925e8b462b6a90b22dbf2a46b2be68

Pith citing papers

Observation 7081a4cd-fcf1-4777-9e32-7620f68e725a · inbound

A Probabilistic Segment Anything Model for Ambiguity-Aware Medical Image Segmentation cites this paper.

A Probabilistic Segment Anything Model for Ambiguity-Aware Medical Image Segmentation Detection of Breast Cancer Lumpectomy Margin with SAM-incorporated Forward-Forward Contrastive Learning

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-05T05:01:39.045787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T05:01:38.779567Z digest=sha256:59da337f3b920d737f5e2181ebbeddc3c51ad240721dce36d5c692f3c5d35ca0