Paper Citation Record · LEDGER

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts

As of 19 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2505.08838.

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

pith.paper-citation-record.v1
2505.08838 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:02:10.476459Z

measured 23 of 23 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:05:38.824441Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T16:05:39.266280Z

Reference resolution

22 of 22 outbound references displayed

verified exact2
verified fuzzy2
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0aae5dd9-3380-4448-8881-2bbf1da15a07 · outbound

This paper cites HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.384396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b5a57fb-aa68-4ef2-adba-040884db1da1 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.389112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce2cee0c-47f5-4cee-9338-57753fb0cf2f · outbound

This paper cites In: Burstein, J., Doran, C., Solorio, T.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts In: Burstein, J., Doran, C., Solorio, T

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.392843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96a23322-e324-43f5-b58f-5daaf22abd4c · outbound

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

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.396677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba630cdb-5387-4109-a902-3af8551200f0 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts LoRA: Low-Rank Adaptation of Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.401584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a77b202-7056-4489-9523-f0468f4c5e9b · outbound

This paper cites Breast Ultrasound Report Generation using LangChain.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts Breast Ultrasound Report Generation using LangChain

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.406305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 991aae31-998d-4bb3-8369-929b234b4bf7 · outbound

This paper cites LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.411362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acc6979b-fc13-40db-844f-03201b66524d · outbound

This paper cites In: Wang, L., Dou, Q., Fletcher, P.T., Speidel, S., Li, S.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts In: Wang, L., Dou, Q., Fletcher, P.T., Speidel, S., Li, S

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:02:11.056188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3b2d3a42-377d-492d-ba7a-68d4b0223335 · outbound

This paper cites IEEE Transactions on Medical Imaging44(1), 19–30 (2025).

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts IEEE Transactions on Medical Imaging44(1), 19–30 (2025)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.420148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eea392b-c4e0-4d37-b2cf-0c0b6a94dabc · outbound

This paper cites In: Text Summarization Branches Out.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts In: Text Summarization Branches Out

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.424424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3343e174-41ce-4c39-8981-3adc0847add0 · outbound

This paper cites Proceedings of the AAAI 10 P.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts Proceedings of the AAAI 10 P

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.428526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2565770d-3612-4fcf-add1-a310630c47b7 · outbound

This paper cites Visual Instruction Tuning.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts Visual Instruction Tuning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.433161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32ce6bda-b944-40ee-ac93-e7f453997f0b · outbound

This paper cites In: Proceedings of the 40th Annual Meeting on Asso- ciation for Computational Linguistics.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts In: Proceedings of the 40th Annual Meeting on Asso- ciation for Computational Linguistics

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.438097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b0f9f87-ab27-40e4-91e4-e5db97786a9d · outbound

This paper cites In: Muresan, S., Nakov, P., Villavicencio, A.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts In: Muresan, S., Nakov, P., Villavicencio, A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.442970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb855251-7bc2-46d8-9e27-70ab97b7e0ef · outbound

This paper cites IEEE Reviews in Biomedical Engineering pp.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts IEEE Reviews in Biomedical Engineering pp

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.446929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d670180c-8447-4805-a1b6-effc8cae80a3 · outbound

This paper cites In: 2015 IEEE Conference on Com- puter Vision and Pattern Recognition (CVPR).

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts In: 2015 IEEE Conference on Com- puter Vision and Pattern Recognition (CVPR)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.450930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8932e246-6cc3-496b-bee8-328fa75bc044 · outbound

This paper cites Artificial Intelligence Review57(11) (Sep 2024).

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts Artificial Intelligence Review57(11) (Sep 2024)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.454993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29645bd-6f6e-49ef-bafe-30865e66a1e5 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.459364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07c6a001-2935-4249-af39-62ec35240c54 · outbound

This paper cites In: Proceedings of EMNLP 2020: System Demonstra- tions.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts In: Proceedings of EMNLP 2020: System Demonstra- tions

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:02:11.032274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 219cc6d8-88c4-4e86-b426-683a9dd33df1 · outbound

This paper cites DeltaNet:Conditional Medical Report Generation for COVID-19 Diagnosis.

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts DeltaNet:Conditional Medical Report Generation for COVID-19 Diagnosis

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:02:10.639991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 30dcdc89-d4ae-4040-b766-f5e06fd034c6 · outbound

This paper cites Neurocomputing 427, 40–49 (2021).

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts Neurocomputing 427, 40–49 (2021)

Reference 21

Resolution: verified exact; doi, observed 2026-08-15T22:02:10.511704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b2cfd8f-dc8a-4de5-85a7-369ccc2e0974 · outbound

This paper cites Artificial Intelligence in Medicine151, 102846 (2024).

Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts Artificial Intelligence in Medicine151, 102846 (2024)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T22:02:10.476459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b97c11a8-40d4-4461-bf5e-ed3c5e29b4ae · inbound

MedVQA-TREE: A Multimodal Reasoning and Retrieval Framework for Sarcopenia Prediction cites this paper.

MedVQA-TREE: A Multimodal Reasoning and Retrieval Framework for Sarcopenia Prediction Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-05T16:05:39.271806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.