Paper Citation Record · LEDGER

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework

As of 20 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2508.06137.

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

pith.paper-citation-record.v1
2508.06137 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:59:49.819213Z

measured 22 of 22 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 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

22 of 22 outbound references displayed

verified exact11
verified fuzzy0
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26c0858d-f368-4c48-8ad3-b6e15c7df546 · outbound

This paper cites Mehta, et al., ―End-to-End diagnosis of breast biopsy images with transformers,‖ Medical Image Analysis, vol.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Mehta, et al., ―End-to-End diagnosis of breast biopsy images with transformers,‖ Medical Image Analysis, vol

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T22:59:46.482083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1e4c9a0-5f75-444e-babf-80cb60381bbc · outbound

This paper cites Ayana, et al., ―Vision -Transformer-Based Transfer Lear n- ing for Mammogram Classification,‖ Diagnostics (Basel), vol.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Ayana, et al., ―Vision -Transformer-Based Transfer Lear n- ing for Mammogram Classification,‖ Diagnostics (Basel), vol

Reference 2

Resolution: verified exact; doi, observed 2026-08-05T22:59:52.944694Z

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.

Observation 857d5b8d-699f-4a2c-851c-bc66bc098d1f · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-05T22:59:52.695992Z

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.

Observation eb48ed7e-a834-4cff-8b4d-9f4f63e7bbfa · outbound

This paper cites Performance Evaluation of Deep Learning and Transformer Models Using Multimodal Data for Breast Cancer Classification.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Performance Evaluation of Deep Learning and Transformer Models Using Multimodal Data for Breast Cancer Classification

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:59:52.489320Z

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.

Observation 52c896af-63c5-4934-aeeb-5524412d5d0a · outbound

This paper cites Iqbal and M.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Iqbal and M

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T22:59:53.470018Z

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.

Observation 25515008-9e00-4040-8aae-90d42593630d · outbound

This paper cites Leveraging Transformers to Improve Breast Cancer Classification and Risk Assessment with Multi-modal and Longitudinal Data.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Leveraging Transformers to Improve Breast Cancer Classification and Risk Assessment with Multi-modal and Longitudinal Data

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:59:52.233565Z

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.

Observation 9dab5139-9f9b-42d6-b6d4-ed1c0c57d183 · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-05T22:59:52.019292Z

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.

Observation 63b6c5e0-1e7d-4fd2-a20e-a0957b0e262a · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:59:54.143057Z

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.

Observation 384dc61f-f7cb-4173-a675-a1ff3aab89d1 · outbound

This paper cites Sarker, et al., ―MV -Swin-T: MAMMOGRAM CLASS I- FICATION WITH MULTI-VIEW SWIN TRANSFORMER,‖ IEEE International Symposium on Biomedical Imaging, ISBI 2024, 2024.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Sarker, et al., ―MV -Swin-T: MAMMOGRAM CLASS I- FICATION WITH MULTI-VIEW SWIN TRANSFORMER,‖ IEEE International Symposium on Biomedical Imaging, ISBI 2024, 2024

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T22:59:47.925303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bbe25f9-1b87-4f43-8c81-1ba8181dcd42 · outbound

This paper cites Kassis, et al., ―Detection of breast cancer in digital breast tomosynthesis with vision transformers,‖ Scientific Reports, vol.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Kassis, et al., ―Detection of breast cancer in digital breast tomosynthesis with vision transformers,‖ Scientific Reports, vol

Reference 10

Resolution: verified exact; doi, observed 2026-08-05T22:59:51.283019Z

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.

Observation 49ab6d6e-78a0-4a07-9f5f-7ff8283df44d · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-05T22:59:50.920025Z

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.

Observation f0dfc534-ca15-454d-9b5b-5c06bc159239 · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-05T22:59:50.559546Z

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.

Observation b8fe2fb0-5020-40d0-afc9-3da2504d8379 · outbound

This paper cites Adeniran, T.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Adeniran, T

Reference 14

Resolution: verified exact; doi, observed 2026-08-05T22:59:50.319692Z

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.

Observation ef893e7b-1444-4e52-a4e7-afe8d13d6797 · outbound

This paper cites Wang, et al., ―S emi-supervised vision transformer with adaptive token sampling for breast cancer classification,‖ Frontiers in Pharmacology, vol.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Wang, et al., ―S emi-supervised vision transformer with adaptive token sampling for breast cancer classification,‖ Frontiers in Pharmacology, vol

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T22:59:53.200383Z

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.

Observation 057271bc-b257-450e-b5d7-a60048c17c36 · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:59:53.946905Z

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.

Observation 7ac2e323-4273-49a0-82a4-34380f03982f · outbound

This paper cites Basaad, et al., ―A BERT -GNN Approach for Metastatic Breast Cancer Prediction Using Histopathology Repo rts,‖ Diagnostics, vol.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Basaad, et al., ―A BERT -GNN Approach for Metastatic Breast Cancer Prediction Using Histopathology Repo rts,‖ Diagnostics, vol

Reference 17

Resolution: verified exact; doi, observed 2026-08-05T22:59:50.030297Z

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.

Observation f726729a-72db-470d-9a56-11b0b267158f · outbound

This paper cites Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T22:59:49.496873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f7e6612-f6f4-4943-a65b-150e00586d7c · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T22:59:53.750312Z

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.

Observation a3fbe8a6-5982-4f5f-af89-4dba7ec07121 · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T22:59:49.724302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37fffa46-0eef-4d40-9ec8-d2b67c066543 · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T22:59:49.819213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69e24c00-d204-4720-814d-df2ba8735aaa · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T22:59:49.367986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f18332a-583d-459e-bd01-3bf5e1f03de1 · outbound

This paper cites an unresolved cited work.

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework Unresolved cited work

Reference 2024

Resolution: verified exact; doi, observed 2026-08-05T22:59:51.630524Z

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.

Pith citing papers

No inbound Pith citation observations are available.