Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T20:12:54.233502Z
Paper Citation Record · LEDGER
As of 12 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T20:12:54.233502Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
40 of 40 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 3360dc6b-0c12-45e7-9310-0fbfd80bf3e8 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92dbb647-1499-4415-a926-c26210800bf8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd64f0df-067f-4db3-bc95-f792f227e05e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23628a25-f328-4022-9abe-d006914764fe · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Freer, and Min Xian
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee8c80c1-940d-4a5b-a7c2-d5901add7e70 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48a76481-55ee-4a3e-9279-2caf2b7f8eb9 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Zhang, M
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 745b1e67-ed6e-4b3c-9ecb-a6ec38f3edd8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 215620cd-303f-48d0-9009-a0a5e6a0dffa · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6891ff60-1adb-4af4-af82-60016a764836 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Breast ultrasound tumor classification using a hybrid multitask cnn–transformer network
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b004ee7-aab8-4854-88d2-1e5042592dff · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation An svm confidence-based approach to medical image annotation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7986e9a-81ef-4e88-839c-fc8b194841fc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd217af2-8346-4ff2-9729-9e1b7db2f069 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50e4c603-bc22-4515-a8e1-30e63fa11e02 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2946b30-c7ae-4fdc-b409-30025103b345 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation METransformer: Radiology report generation by transformer with multiple learnable expert tokens
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98f88607-4789-442e-838d-0ed90372033d · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation and Liu, L
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3d916a5-df0e-4ca6-8a10-bb3380f1a561 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b49223c-3722-4165-afa2-8661923a5b72 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 945d467f-1941-4583-9821-128341b9e210 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d2070a4-c536-4d10-a552-7b26b3ade737 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation RadAlign: Advancing Radiology Report Generation with Vision-Language Concept Alignment
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 529720e0-b3b9-4a53-955a-afdadb52fc98 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f81d42a-a2a6-45b2-81f5-c5226fcc1b1c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf21d708-188e-4b6f-8293-3cfe5b3fc09f · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Unresolved cited work
Reference 22
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Unavailable: canonical work link unavailable.
Observation 8a2626c7-87a1-4bae-937b-4815f0de7fca · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Margolies, Gaurav Pandey, Eliot R
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97848035-6c45-4880-9d5a-a1af2c8e4628 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 345fe0e5-26bb-4b3f-8b61-7d5b71637fab · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50f4616b-63c7-4425-928a-35c04f3e9334 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6edcba1f-e454-4791-af12-85b31c7cbae8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6960c56-dfa9-43e7-a01f-897ccaf35dd8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f409502a-eb10-4a70-a5e7-433ffb38453b · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Breast Ultrasound Report Generation using LangChain
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8f67565-73e3-4e2b-813c-7100bc5e6d96 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dac02dcc-180b-459f-bf08-c22a103ced52 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Swin transformer: Hierarchical vision transformer using shifted windows
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e16bc19d-3d3b-4d8d-a493-23601a1eda56 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 5e2b9801-51d4-4b79-a17e-690e002d6bf4 · outbound
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
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Observation 93a015ff-aad2-466e-a771-dbb92f99d35d · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Bleu: a method for automatic evaluation of machine translation
Reference 34
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Unavailable: canonical work link unavailable.
Observation 6337f659-f908-459c-9f9f-695d71b3d246 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Rouge: A package for automatic evaluation of summaries
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46832227-6003-4395-8e80-9e390b463fcc · outbound
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
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Unavailable: canonical work link unavailable.
Observation 6dda1f08-404c-4eaa-b7e2-b61b18c935f5 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Cider: Consensus-based image description evaluation
Reference 37
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Observation c596101f-69cd-4a7d-bc82-507f2d7138e2 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Generating radiology reports via memory-driven transformer
Reference 38
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Unavailable: canonical work link unavailable.
Observation b58465cf-8e2e-4011-bd68-3037407cc6b6 · outbound
BUSTR: Descriptor-Aware Vision-Language Learning for Breast Ultrasound Report Generation Cross-modal memory networks for radiology report generation
Reference 39
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Unavailable: canonical work link unavailable.
Observation 64e0130d-669a-493b-9713-3da212aab264 · outbound
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
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No inbound Pith citation observations are available.