Paper Citation Record · LEDGER

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2506.23334.

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

pith.paper-citation-record.v1
2506.23334 v3

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-19T07:31:28.819975Z

measured 38 of 38 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

38 of 38 outbound references displayed

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verified fuzzy33
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac8c6f29-579f-4b2e-b78f-e76fec175804 · outbound

This paper cites Breast cancer—epidemiology, risk factors, classification, prognostic markers, and current treatment strategies—an updated review.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Breast cancer—epidemiology, risk factors, classification, prognostic markers, and current treatment strategies—an updated review

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.664365Z

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Observation 40a51cdb-7d3b-410e-b206-1acddf3bb103 · outbound

This paper cites Seer cancer statistics review, 1975–2005.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Seer cancer statistics review, 1975–2005

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.666606Z

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

Observation a5ce35d0-f4a8-42dc-8f8e-59a3fdf6c3fa · outbound

This paper cites Minimally invasive breast cancer: how to find early breast cancers.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Minimally invasive breast cancer: how to find early breast cancers

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.669360Z

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Observation 7457625e-de39-457a-a446-e25d79c7bca4 · outbound

This paper cites Breast ultrasound image classification using a pre-trained convolutional neural network.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Breast ultrasound image classification using a pre-trained convolutional neural network

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.672059Z

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Observation 6157dab5-d739-4505-8463-0d241f2506b4 · outbound

This paper cites Improving breast cancer classifica- tion in fine-grain ultrasound images through feature discrimination and a transfer learning approach.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Improving breast cancer classifica- tion in fine-grain ultrasound images through feature discrimination and a transfer learning approach

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.731359Z

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Observation fd28976c-af71-46db-826d-46f8d935a5d2 · outbound

This paper cites A hybrid learnable fusion of convnext and swin transformer for optimized image classification.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation A hybrid learnable fusion of convnext and swin transformer for optimized image classification

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.733784Z

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Observation dfcba581-4bd5-43b5-aeb8-42f96ec3aeba · outbound

This paper cites Hctnet: A hybrid cnn- transformer network for breast ultrasound image segmentation.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Hctnet: A hybrid cnn- transformer network for breast ultrasound image segmentation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.736212Z

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 a15d280c-2dc2-45b8-b5f2-caabb401127a · outbound

This paper cites Fet-unet: Merging cnn and transformer architectures for superior breast ultrasound image segmen- tation.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Fet-unet: Merging cnn and transformer architectures for superior breast ultrasound image segmen- tation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.738615Z

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

Observation 07c1c3be-3902-433f-9006-8f149c2db2d4 · outbound

This paper cites A cross-scale attention-based u-net for breast ultrasound image segmentation.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation A cross-scale attention-based u-net for breast ultrasound image segmentation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.719854Z

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 21cd1605-a10f-4032-966d-48cd860c098a · outbound

This paper cites Generative adversarial nets.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Generative adversarial nets

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.722056Z

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 eb000148-59fb-41d3-8e36-37e3af2d273c · outbound

This paper cites Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-19T07:32:08.788517Z

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 4db17ae4-2554-4d10-be13-de17222a4f6f · outbound

This paper cites Breast ultrasound image synthesis using deep convolutional generative adversarial networks.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Breast ultrasound image synthesis using deep convolutional generative adversarial networks

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.717617Z

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 eed095c2-6231-41eb-b5cf-86497dca260d · outbound

This paper cites Synthetic vs.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Synthetic vs

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.724175Z

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 6020a0fb-70b7-48b9-a6d6-0f6ad71196bf · outbound

This paper cites A style-based generator architecture for generative adversarial networks.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation A style-based generator architecture for generative adversarial networks

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.715332Z

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 02e300ac-55a2-40cb-833c-3282e00f7ee2 · outbound

This paper cites Denoising diffusion prob- abilistic models.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Denoising diffusion prob- abilistic models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.712274Z

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 e9f94eed-16fd-4ebf-93f5-be987e6ad3be · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation High-resolution image synthesis with latent diffusion models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.709558Z

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 e5b28154-f959-443f-b92a-47cd542807b8 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Adding conditional control to text-to-image diffusion models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.726609Z

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 a43dbf4e-46b6-49f0-848d-7acb958774fb · outbound

This paper cites Diffboost: Enhanc- ing medical image segmentation via text-guided diffusion model.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Diffboost: Enhanc- ing medical image segmentation via text-guided diffusion model

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.729026Z

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 5d4971ff-b347-4e88-adce-274aa2dec2e7 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Communication-efficient learning of deep networks from decentralized data

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.699564Z

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 42bd6a79-4cbe-4c37-b2bb-6325d95c6e6b · outbound

This paper cites Federated optimization in heterogeneous networks.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Federated optimization in heterogeneous networks

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.701959Z

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 e5a79a27-1ad4-424c-ae45-e1f7bff3d2f6 · outbound

This paper cites FedBN: Federated Learning on Non-IID Features via Local Batch Normalization.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:32:08.778180Z

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 9bb01f13-c2c1-4ba8-99af-af54eb1954dc · outbound

This paper cites Federated momentum contrastive clustering.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Federated momentum contrastive clustering

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.706756Z

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 9bbcc570-5e32-4892-ad84-031b3c71ce3b · outbound

This paper cites Digest: Fast and communication efficient decentralized learning with local updates.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Digest: Fast and communication efficient decentralized learning with local updates

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.692413Z

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 6307ca27-15d5-4c77-a117-07f38c6b54a9 · outbound

This paper cites Adaptive aggregation weights for fed- erated segmentation of pancreas mri.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Adaptive aggregation weights for fed- erated segmentation of pancreas mri

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.688483Z

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 d6edc000-081c-4127-aaca-54295c568d96 · outbound

This paper cites Ipmn risk assessment under fed- erated learning paradigm.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Ipmn risk assessment under fed- erated learning paradigm

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.686660Z

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 a2aaf430-81b5-4b7e-9edf-6eca6de1f803 · outbound

This paper cites A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:32:08.793380Z

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 10ae514c-fbb2-4691-b7d5-74dcff041d7c · outbound

This paper cites Towards personalized federated learning.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Towards personalized federated learning

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.690412Z

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 0fccfc5b-1572-4470-a44f-3f196750f99f · outbound

This paper cites Feddg: Federated domain generalization on medical image segmentation via episodic learning in continuous frequency space.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Feddg: Federated domain generalization on medical image segmentation via episodic learning in continuous frequency space

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.694671Z

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 8673f87e-6152-4b74-8347-8c218d24cfc8 · outbound

This paper cites Federated domain generalization with generalization adjustment.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Federated domain generalization with generalization adjustment

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.697003Z

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 a36c88ff-670d-4ff9-b134-48240692e2a0 · outbound

This paper cites Domain generalization with fourier transform and soft thresholding.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Domain generalization with fourier transform and soft thresholding

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.704140Z

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 89f00c50-6dbd-4250-92de-89f6fd3ca3b9 · outbound

This paper cites Frequency- based federated domain generalization for polyp segmentation.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Frequency- based federated domain generalization for polyp segmentation

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.682689Z

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 6d39d94b-a233-4015-bd67-321d77e67e16 · outbound

This paper cites Bus-bra: a breast ultrasound dataset for assessing computer-aided diagnosis systems.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Bus-bra: a breast ultrasound dataset for assessing computer-aided diagnosis systems

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.684662Z

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 3ea161bf-72b6-404d-9fd0-d695e1b5c3e7 · outbound

This paper cites Dataset of breast ultrasound images.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Dataset of breast ultrasound images

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.676543Z

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 85f7bcfa-1d40-4d40-8b52-084e25696190 · outbound

This paper cites Automated breast ultrasound lesions detection using convolutional neural networks.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Automated breast ultrasound lesions detection using convolutional neural networks

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.674542Z

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 7b6eb8eb-400e-4d59-9513-e7262ad6b989 · outbound

This paper cites Multi-contrast mri segmentation trained on synthetic images.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Multi-contrast mri segmentation trained on synthetic images

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.678637Z

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 da371604-7f51-44f6-88d2-18841f75f15b · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Adam: A Method for Stochastic Optimization

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-19T07:32:08.774461Z

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 25ec4a47-69bb-4ba8-9493-a691ba4b0f21 · outbound

This paper cites Densely connected convolutional networks.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Densely connected convolutional networks

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T07:32:09.680616Z

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 b5e8a067-7953-4cb5-91d8-ef58b3289e54 · outbound

This paper cites Decoupled Weight Decay Regularization.

Federated Breast Cancer Detection Enhanced by Synthetic Ultrasound Image Augmentation Decoupled Weight Decay Regularization

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-05-19T07:32:08.771457Z

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.

Pith citing papers

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