Paper Citation Record · LEDGER

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation

As of 19 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2511.20956.

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

pith.paper-citation-record.v1
2511.20956 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:12:54.233502Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

40 of 40 outbound references displayed

verified exact0
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3360dc6b-0c12-45e7-9310-0fbfd80bf3e8 · outbound

This paper cites an unresolved cited work.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.097813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92dbb647-1499-4415-a926-c26210800bf8 · outbound

This paper cites The complexities of physician supply and demand: Projections from 2015 to 2030.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation The complexities of physician supply and demand: Projections from 2015 to 2030

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.102056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd64f0df-067f-4db3-bc95-f792f227e05e · outbound

This paper cites Challenge-aware u-net for breast lesion segmentation in ultrasound images.Pattern Recognition, page 111851, 2025.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Challenge-aware u-net for breast lesion segmentation in ultrasound images.Pattern Recognition, page 111851, 2025

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.105699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23628a25-f328-4022-9abe-d006914764fe · outbound

This paper cites Freer, and Min Xian.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Freer, and Min Xian

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.109362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee8c80c1-940d-4a5b-a7c2-d5901add7e70 · outbound

This paper cites an unresolved cited work.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.113226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a76481-55ee-4a3e-9279-2caf2b7f8eb9 · outbound

This paper cites Zhang, M.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Zhang, M

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.117099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 745b1e67-ed6e-4b3c-9ecb-a6ec38f3edd8 · outbound

This paper cites Bcs-net: Multi-task breast cancer screening network enhanced by multi-modality attention.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Bcs-net: Multi-task breast cancer screening network enhanced by multi-modality attention

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.121067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 215620cd-303f-48d0-9009-a0a5e6a0dffa · outbound

This paper cites An alignment and imputation network (ainet) for breast cancer diagnosis with multimodal multi-view ultrasound images.IEEE Transactions on Medical Imaging, pages 1–1, 2025.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation An alignment and imputation network (ainet) for breast cancer diagnosis with multimodal multi-view ultrasound images.IEEE Transactions on Medical Imaging, pages 1–1, 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.124387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6891ff60-1adb-4af4-af82-60016a764836 · outbound

This paper cites Breast ultrasound tumor classification using a hybrid multitask cnn–transformer network.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Breast ultrasound tumor classification using a hybrid multitask cnn–transformer network

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.128220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b004ee7-aab8-4854-88d2-1e5042592dff · outbound

This paper cites An svm confidence-based approach to medical image annotation.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation An svm confidence-based approach to medical image annotation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.131927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7986e9a-81ef-4e88-839c-fc8b194841fc · outbound

This paper cites Query and document expansion with medical subject headings terms at medical imageclef 2008.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Query and document expansion with medical subject headings terms at medical imageclef 2008

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.135294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd217af2-8346-4ff2-9729-9e1b7db2f069 · outbound

This paper cites Attention based automated radiology report generation using cnn and lstm.Plos one, 17(1):e0262209, 2022.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Attention based automated radiology report generation using cnn and lstm.Plos one, 17(1):e0262209, 2022

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.138553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50e4c603-bc22-4515-a8e1-30e63fa11e02 · outbound

This paper cites A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.142406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2946b30-c7ae-4fdc-b409-30025103b345 · outbound

This paper cites METransformer: Radiology report generation by transformer with multiple learnable expert tokens.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation METransformer: Radiology report generation by transformer with multiple learnable expert tokens

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.146183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98f88607-4789-442e-838d-0ed90372033d · outbound

This paper cites and Liu, L.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation and Liu, L

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.149508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3d916a5-df0e-4ca6-8a10-bb3380f1a561 · outbound

This paper cites Evaluating gpt-4 on impressions generation in radiology reports.Radiology, 307(5):e231259, 2023.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Evaluating gpt-4 on impressions generation in radiology reports.Radiology, 307(5):e231259, 2023

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.152892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b49223c-3722-4165-afa2-8661923a5b72 · outbound

This paper cites Gemini goes to med school: exploring the capabilities of multimodal large language models on medical challenge problems & hallucinations.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Gemini goes to med school: exploring the capabilities of multimodal large language models on medical challenge problems & hallucinations

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.156251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 945d467f-1941-4583-9821-128341b9e210 · outbound

This paper cites Improving radiology report generation systems by removing hallucinated references to non-existent priors.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Improving radiology report generation systems by removing hallucinated references to non-existent priors

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.159932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d2070a4-c536-4d10-a552-7b26b3ade737 · outbound

This paper cites RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.163793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 529720e0-b3b9-4a53-955a-afdadb52fc98 · outbound

This paper cites Improving radiology report generation quality and diversity through reinforcement learning and text augmentation.Bioengineering, 11(4):351, 2024.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Improving radiology report generation quality and diversity through reinforcement learning and text augmentation.Bioengineering, 11(4):351, 2024

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.167704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f81d42a-a2a6-45b2-81f5-c5226fcc1b1c · outbound

This paper cites Xbusnet: Text-guided breast ultrasound segmentation via multimodal vision– language learning.Diagnostics, 15(22):2849, 2025.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Xbusnet: Text-guided breast ultrasound segmentation via multimodal vision– language learning.Diagnostics, 15(22):2849, 2025

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.171360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf21d708-188e-4b6f-8293-3cfe5b3fc09f · outbound

This paper cites an unresolved cited work.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.174533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a2626c7-87a1-4bae-937b-4815f0de7fca · outbound

This paper cites Margolies, Gaurav Pandey, Eliot R.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Margolies, Gaurav Pandey, Eliot R

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.177706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97848035-6c45-4880-9d5a-a1af2c8e4628 · outbound

This paper cites Ai-assisted method for efficiently generating breast ultrasound screening reports.Current Medical Imaging, 19(2):149–157, 2023.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Ai-assisted method for efficiently generating breast ultrasound screening reports.Current Medical Imaging, 19(2):149–157, 2023

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.180855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 345fe0e5-26bb-4b3f-8b61-7d5b71637fab · outbound

This paper cites Ultrasound report generation with cross-modality feature alignment via unsupervised guidance.IEEE Transactions on Medical Imaging, 2024.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Ultrasound report generation with cross-modality feature alignment via unsupervised guidance.IEEE Transactions on Medical Imaging, 2024

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.184083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50f4616b-63c7-4425-928a-35c04f3e9334 · outbound

This paper cites an unresolved cited work.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.187229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6edcba1f-e454-4791-af12-85b31c7cbae8 · outbound

This paper cites Computer-aided diagnosis system for breast ultrasound reports generation and classification method based on deep learning.Applied Sciences, 13(11):6577, 2023.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Computer-aided diagnosis system for breast ultrasound reports generation and classification method based on deep learning.Applied Sciences, 13(11):6577, 2023

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.190414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6960c56-dfa9-43e7-a01f-897ccaf35dd8 · outbound

This paper cites Ai-powered synthesis of structured multimodal breast ultrasound reports integrating radiologist annotations and deep learning analysis.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Ai-powered synthesis of structured multimodal breast ultrasound reports integrating radiologist annotations and deep learning analysis

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.193677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f409502a-eb10-4a70-a5e7-433ffb38453b · outbound

This paper cites Breast Ultrasound Report Generation using LangChain.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Breast Ultrasound Report Generation using LangChain

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.197196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8f67565-73e3-4e2b-813c-7100bc5e6d96 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.200843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dac02dcc-180b-459f-bf08-c22a103ced52 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Swin transformer: Hierarchical vision transformer using shifted windows

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.204312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e16bc19d-3d3b-4d8d-a493-23601a1eda56 · outbound

This paper cites Curated benchmark dataset for ultrasound based breast lesion analysis.Scientific Data, 11(1):148, 2024.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Curated benchmark dataset for ultrasound based breast lesion analysis.Scientific Data, 11(1):148, 2024

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.207553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e2b9801-51d4-4b79-a17e-690e002d6bf4 · outbound

This paper cites Bus-bra: a breast ultrasound dataset for assessing computer-aided diagnosis systems.Medical Physics, 51(4):3110–3123, 2024.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Bus-bra: a breast ultrasound dataset for assessing computer-aided diagnosis systems.Medical Physics, 51(4):3110–3123, 2024

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.210595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93a015ff-aad2-466e-a771-dbb92f99d35d · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Bleu: a method for automatic evaluation of machine translation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.213852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6337f659-f908-459c-9f9f-695d71b3d246 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Rouge: A package for automatic evaluation of summaries

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.216909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46832227-6003-4395-8e80-9e390b463fcc · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with human judgments.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Meteor: An automatic metric for mt evaluation with improved correlation with human judgments

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.220221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dda1f08-404c-4eaa-b7e2-b61b18c935f5 · outbound

This paper cites Cider: Consensus-based image description evaluation.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Cider: Consensus-based image description evaluation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.223662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c596101f-69cd-4a7d-bc82-507f2d7138e2 · outbound

This paper cites Generating radiology reports via memory-driven transformer.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Generating radiology reports via memory-driven transformer

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.226768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b58465cf-8e2e-4011-bd68-3037407cc6b6 · outbound

This paper cites Cross-modal memory networks for radiology report generation.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Cross-modal memory networks for radiology report generation

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.230055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e0130d-669a-493b-9713-3da212aab264 · outbound

This paper cites Tsget: Two-stage global enhanced transformer for automatic radiology report generation.IEEE Journal of Biomedical and Health Informatics, 28(4):2152–2162, 2024.

BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Tsget: Two-stage global enhanced transformer for automatic radiology report generation.IEEE Journal of Biomedical and Health Informatics, 28(4):2152–2162, 2024

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T20:12:54.233502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.