Paper Citation Record · LEDGER

Medical Large Vision Language Models with Multi-Image Visual Ability

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2505.19031.

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

pith.paper-citation-record.v1
2505.19031 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:24:13.175284Z

measured 26 of 26 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

26 of 26 outbound references displayed

verified exact0
verified fuzzy13
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c7a72a24-b16b-4d8f-ae7a-61302ed27a6f · outbound

This paper cites Cancers 15(2), 545 (2023).

Medical Large Vision Language Models with Multi-Image Visual Ability Cancers 15(2), 545 (2023)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:15.883639Z

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 5d681346-a2ad-4700-910d-eed18fd9a76b · outbound

This paper cites M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models.

Medical Large Vision Language Models with Multi-Image Visual Ability M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:10.371955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 025a1d10-0b39-41c9-9cc0-e42556521ae7 · outbound

This paper cites an unresolved cited work.

Medical Large Vision Language Models with Multi-Image Visual Ability Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:24:15.703492Z

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 ffdc48f3-5f7b-4508-be56-2f31a66e7b3a · outbound

This paper cites Biological psychiatry: cognitive neuroscience and neuroimaging1(3), 230–244 (2016).

Medical Large Vision Language Models with Multi-Image Visual Ability Biological psychiatry: cognitive neuroscience and neuroimaging1(3), 230–244 (2016)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:15.526172Z

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 1c3fd77f-f21f-4e5e-b8fd-e07fd1824b3d · outbound

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

Medical Large Vision Language Models with Multi-Image Visual Ability In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:10.773576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aee9ebf1-8ec0-4a20-9825-d405e1a28756 · outbound

This paper cites GPT-4o System Card.

Medical Large Vision Language Models with Multi-Image Visual Ability GPT-4o System Card

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:10.907291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c342d75-a7d0-49f1-889d-248d13e2b1b7 · outbound

This paper cites Radiology: Artificial Intelligence5(1), e220047 (2023).

Medical Large Vision Language Models with Multi-Image Visual Ability Radiology: Artificial Intelligence5(1), e220047 (2023)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:15.266171Z

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 f97a701f-c6ff-4342-8d1f-dd7be612bf25 · outbound

This paper cites Transactions on Machine Learning Research 2024 (2024), https://openreview.net/forum?id=skLtdUVaJa.

Medical Large Vision Language Models with Multi-Image Visual Ability Transactions on Machine Learning Research 2024 (2024), https://openreview.net/forum?id=skLtdUVaJa

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:15.099908Z

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 25d5fc71-13dd-4f49-be02-eaed059b0ca6 · outbound

This paper cites Archives of neurology66(10), 1254–1259 (2009).

Medical Large Vision Language Models with Multi-Image Visual Ability Archives of neurology66(10), 1254–1259 (2009)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:14.898592Z

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 306052f8-c750-4d47-a850-b86dc2893e7f · outbound

This paper cites Nature Machine Intelligence3(4), 288–298 (2021).

Medical Large Vision Language Models with Multi-Image Visual Ability Nature Machine Intelligence3(4), 288–298 (2021)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:14.709365Z

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 17feca68-e54e-4282-a59d-d5b7bef384f7 · outbound

This paper cites Scientific data 5(1), 1–10 (2018).

Medical Large Vision Language Models with Multi-Image Visual Ability Scientific data 5(1), 1–10 (2018)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:11.501957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d05d9b3c-decd-4bea-bc2b-3aa238472727 · outbound

This paper cites Advances in Neural Information Processing Systems36 (2024).

Medical Large Vision Language Models with Multi-Image Visual Ability Advances in Neural Information Processing Systems36 (2024)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:11.611023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86b06bad-a99f-4dfb-8562-aa8fbd802b5e · outbound

This paper cites In: Benchmarking, Measur- ing, and Optimizing: Third BenchCouncil International Symposium, Bench 2020, 10 X.

Medical Large Vision Language Models with Multi-Image Visual Ability In: Benchmarking, Measur- ing, and Optimizing: Third BenchCouncil International Symposium, Bench 2020, 10 X

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:14.491820Z

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 820bac15-5f05-4bf5-91b3-f4a328a81309 · outbound

This paper cites Advances in neural information processing systems36 (2024).

Medical Large Vision Language Models with Multi-Image Visual Ability Advances in neural information processing systems36 (2024)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:11.870901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09a076c8-e187-4eee-a58b-a509c02c1004 · outbound

This paper cites MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs.

Medical Large Vision Language Models with Multi-Image Visual Ability MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:11.997396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96e66d03-94e0-4e53-aca7-5f26a7acac5c · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

Medical Large Vision Language Models with Multi-Image Visual Ability DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:12.107542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d293c135-9ec3-4d29-b091-a03a1a1b1634 · outbound

This paper cites MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models.

Medical Large Vision Language Models with Multi-Image Visual Ability MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:12.189818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e302729-daf7-45f2-841b-99a6399dfc97 · outbound

This paper cites In: Machine Learning for Health (ML4H).

Medical Large Vision Language Models with Multi-Image Visual Ability In: Machine Learning for Health (ML4H)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:12.319913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d5b2357-880a-4743-b83e-447329e2b090 · outbound

This paper cites Nature communications 13(1), 4566 (2022).

Medical Large Vision Language Models with Multi-Image Visual Ability Nature communications 13(1), 4566 (2022)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:14.346533Z

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 7bb5efd9-b31c-4b48-962a-b9154d48d5fc · outbound

This paper cites BMC Pulmonary Medicine 20, 1–9 (2020).

Medical Large Vision Language Models with Multi-Image Visual Ability BMC Pulmonary Medicine 20, 1–9 (2020)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:14.169298Z

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 8d983b9b-b40e-4819-b24b-941264ec9c48 · outbound

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

Medical Large Vision Language Models with Multi-Image Visual Ability In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:13.986290Z

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 30b2d87d-8990-4fea-9def-7b0ea24c755b · outbound

This paper cites In: The Thirty-eighth An- nual Conference on Neural Information Processing Systems.

Medical Large Vision Language Models with Multi-Image Visual Ability In: The Thirty-eighth An- nual Conference on Neural Information Processing Systems

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:13.809310Z

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 6d4c5e61-8b59-41c8-bc7e-73dcb6d278d0 · outbound

This paper cites Scientific data9(1), 768 (2022).

Medical Large Vision Language Models with Multi-Image Visual Ability Scientific data9(1), 768 (2022)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:13.609934Z

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 ebd5d5bf-00b3-49cd-9d89-424a19521f26 · outbound

This paper cites Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data.

Medical Large Vision Language Models with Multi-Image Visual Ability Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:13.004322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 074a5f24-eda1-4e78-b2eb-e653be5b2fe9 · outbound

This paper cites In: Proceedings of the 41st International Conference on Machine Learning.

Medical Large Vision Language Models with Multi-Image Visual Ability In: Proceedings of the 41st International Conference on Machine Learning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:24:13.461879Z

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 337ab775-8800-4d24-b14b-6e4fc401f9d2 · outbound

This paper cites PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering.

Medical Large Vision Language Models with Multi-Image Visual Ability PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:13.175284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.