Paper Citation Record · LEDGER

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning

As of 9 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 2 inbound Pith citation observations for arXiv:2506.15477.

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

pith.paper-citation-record.v1
2506.15477 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:59:55.962914Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-03T15:59:52.903025Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T16:08:36.869243Z

Reference resolution

30 of 30 outbound references displayed

verified exact0
verified fuzzy23
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 427fe2d4-6b8a-4246-8a0f-1d6e72e21acd · outbound

This paper cites In: Advances in Neural Information Processing Systems, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Advances in Neural Information Processing Systems, pp

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:00:00.784394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 21cb0660-f394-42fd-a4b4-323d4fb8dbb2 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning LLaMA: Open and Efficient Foundation Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:54.122144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfec9310-1cca-4703-b783-84a8c54897be · outbound

This paper cites Journal of the American Medical Informatics Associ- ation23, 304–310 (2016).

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning Journal of the American Medical Informatics Associ- ation23, 304–310 (2016)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:00:00.544805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c1022bdf-ff65-4165-9b18-baf8cb3ff0f8 · outbound

This paper cites MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:54.249845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdb9f6e8-1589-4dc2-b6a9-168d61d63c51 · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:00:00.260244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c8053724-86a6-4185-b100-5bf99e0734f4 · outbound

This paper cites In: NIPS, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: NIPS, pp

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:00:00.086040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25886688-fc9f-4cb0-aa96-61f034046656 · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:59.894016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fbd079cb-3a7c-48c1-b3aa-a9369d92354a · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:59.748071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d9f3f04d-840a-4dfe-81e0-9c43d86be98e · outbound

This paper cites In: IEEE Conference on Computer Vision and Pattern Recognition, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: IEEE Conference on Computer Vision and Pattern Recognition, pp

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:59.626997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 71124990-0016-4b96-831e-be0b17ffc1d6 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:59.456568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49a58b24-2ace-47f9-9399-ad8de713b5df · outbound

This paper cites In: Empirical Methods in Natural Language Processing, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Empirical Methods in Natural Language Processing, pp

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:59.305845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 053ccc3f-7ab8-4116-b7eb-b07f2d718ac0 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Proceedings of the AAAI Conference on Artificial Intelligence, pp

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:59.028696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 35b35c7a-3c73-4947-a7a2-f5c7109d345e · outbound

This paper cites S., Fan, W., Zou, Y.: Exploring and distilling posterior and prior knowledge for radiology report generation.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning S., Fan, W., Zou, Y.: Exploring and distilling posterior and prior knowledge for radiology report generation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:58.843200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2065fc4e-0327-45af-8d5f-7c58c6aa0894 · outbound

This paper cites arXiv preprint arXiv:2106.06965 (2021).

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning arXiv preprint arXiv:2106.06965 (2021)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:54.993669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c86d8c7-2da2-4303-afce-0ab3823e3168 · outbound

This paper cites In: Proceedings of the 59th Annual Meeting of the Asso- ciation for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Proceedings of the 59th Annual Meeting of the Asso- ciation for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, pp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:58.569526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55f87f11-b3d8-4ded-b9ea-93ba816432bf · outbound

This paper cites In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, pp

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:58.316562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2511461-46c6-4d47-8671-e5caaba479d5 · outbound

This paper cites In: Medical Image Computing and Computer Assisted Intervention, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Medical Image Computing and Computer Assisted Intervention, pp

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:58.153226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f1c465c2-99dd-4bdf-8741-3f3962278ecc · outbound

This paper cites Progressive Transformer-Based Generation of Radiology Reports.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning Progressive Transformer-Based Generation of Radiology Reports

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:55.264810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e4f6302-975b-46c5-b563-1f5d92710f0a · outbound

This paper cites In: Findings of the Association for Computational Linguistics, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Findings of the Association for Computational Linguistics, pp

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:57.972525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 410cc020-ada8-4c5a-bfdb-148ede170c36 · outbound

This paper cites In: European Conference on Computer Vision, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: European Conference on Computer Vision, pp

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:57.763488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e2da5f2-0c19-4e32-999c-903e05d6af6f · outbound

This paper cites In: Medical Image Computing and Computer Assisted Intervention, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Medical Image Computing and Computer Assisted Intervention, pp

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:57.566797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c40eb4dc-c695-4487-abac-84c6d5b77d71 · outbound

This paper cites Medical Image Analysis 86, 102798 (2023).

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning Medical Image Analysis 86, 102798 (2023)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:57.399958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7322e314-920b-4ee0-a97f-4e3ca94c678b · outbound

This paper cites IEEE Transactions on Multimedia26, 904–915 (2023).

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning IEEE Transactions on Multimedia26, 904–915 (2023)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:57.201300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a416909-42b0-418d-b615-5243cc1f0163 · outbound

This paper cites R2GenGPT: Radiology Report Generation with Frozen LLMs.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning R2GenGPT: Radiology Report Generation with Frozen LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:55.629292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69695c0a-54ae-4d5a-8a3c-14f8d6c7c396 · outbound

This paper cites Cross-Modal Causal Intervention for Medical Report Generation.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning Cross-Modal Causal Intervention for Medical Report Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:55.690696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6ee3f31-fcef-4773-b8a1-a01471f50724 · outbound

This paper cites RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:55.746085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e24bba13-f382-42b9-8c52-ac08c692bcfc · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Proceedings of the AAAI Conference on Artificial Intelligence, pp

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:56.937727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9c795e93-3ab8-483a-8d16-47b5412d7098 · outbound

This paper cites In: Association for Computational Linguistics, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: Association for Computational Linguistics, pp

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:56.775626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2b3a1a6e-9c9d-4829-97c0-f6b61bb80702 · outbound

This paper cites In: European Conference on Computer Vision, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: European Conference on Computer Vision, pp

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:56.481025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6ca8eb6c-adc3-4952-ad10-f0a19e305ee3 · outbound

This paper cites In: European Conference on Computer Vision, pp.

Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning In: European Conference on Computer Vision, pp

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:59:56.371110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation ed2b2f6e-6263-4315-975b-ab2167c5d88e · inbound

NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation cites this paper.

NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:26:27.084585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d6a406ea-5670-4476-ab96-3b13e47e3ba4 · inbound

Towards Real-World Ultrasound Understanding: Large Vision-Language Models from Multi-Image Examinations with Long-Form Reports cites this paper.

Towards Real-World Ultrasound Understanding: Large Vision-Language Models from Multi-Image Examinations with Long-Form Reports Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T16:08:36.870787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.