Paper Citation Record · LEDGER

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2506.19610.

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

pith.paper-citation-record.v1
2506.19610 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:11:47.567352Z

measured 36 of 36 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

36 of 36 outbound references displayed

verified exact1
verified fuzzy12
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab56e807-9636-4f1f-981d-6d0a99227a15 · outbound

This paper cites Bioengineering10(3), 380 (2023).

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Bioengineering10(3), 380 (2023)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:49.170078Z

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 a6a3105e-3854-465d-a957-c39abe0c93e6 · outbound

This paper cites an unresolved cited work.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:11:49.160172Z

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 84c6fdfe-414f-4330-af3e-514dda1370df · outbound

This paper cites In: Proceedings of CLEF (Conference and Labs of the Evaluation Forum) 2019 Working Notes.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: Proceedings of CLEF (Conference and Labs of the Evaluation Forum) 2019 Working Notes

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:45.025910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c68ae7ef-836f-404b-b4b2-912b239138f2 · outbound

This paper cites an unresolved cited work.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:11:49.142649Z

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 b63ea16b-2ae9-4bde-8a62-abac6fcbf0e0 · outbound

This paper cites In: Proceedings of the 30th ACM Interna- tional Conference on Multimedia.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: Proceedings of the 30th ACM Interna- tional Conference on Multimedia

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:49.132801Z

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 bd5b26cd-3434-4955-b29e-29e95e6ea24f · outbound

This paper cites an unresolved cited work.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:11:49.122495Z

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 3a035e3b-4228-4493-8483-3955a0358e9c · outbound

This paper cites MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:45.441753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 583f5383-bba9-4dc3-8ab2-e580f165b55b · outbound

This paper cites In: Proceedings of the 2021 International Conference on Multimedia Retrieval.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: Proceedings of the 2021 International Conference on Multimedia Retrieval

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:49.112114Z

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 7f1c79f9-f699-45fe-ab6b-281d42a87bb6 · outbound

This paper cites an unresolved cited work.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:11:49.101468Z

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 af359957-d2aa-45cc-be68-3ad557b436f3 · outbound

This paper cites PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:45.618607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1e378e8-b54f-4da4-a4c8-fdc492abbda2 · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:45.674583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac4bee25-5ee2-430f-a2cf-f2470ebc54a0 · outbound

This paper cites CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:45.745150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d9ee975-fa18-4d4f-be38-500cc7621c67 · outbound

This paper cites OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:45.867138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aff2449-e255-4017-98b9-686c20e5728c · outbound

This paper cites Modality-Fair Preference Optimization for Trustworthy MLLM Alignment.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Modality-Fair Preference Optimization for Trustworthy MLLM Alignment

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:45.902077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05ccbcef-1e70-4497-beca-28d787d1beef · outbound

This paper cites HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:45.967272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1ad24e4-5e56-4f70-b626-6dd19f423b2c · outbound

This paper cites Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:46.047700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36c18eee-4a13-49c9-928b-81b84b7c3ca5 · outbound

This paper cites In: Find- ingsoftheAssociationforComputationalLinguistics:EMNLP2024.pp.3843–3860 (2024).

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: Find- ingsoftheAssociationforComputationalLinguistics:EMNLP2024.pp.3843–3860 (2024)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:46.129278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41723efb-3d81-4335-9be6-82f2a54d54f0 · outbound

This paper cites In: 2021 IEEE 18th International Symposium on Biomedical Imaging.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: 2021 IEEE 18th International Symposium on Biomedical Imaging

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:49.084777Z

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 907dee4b-530d-4b2f-8235-66046f6decaa · outbound

This paper cites MMBERT: Multimodal BERT Pretraining for Improved Medical VQA.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis MMBERT: Multimodal BERT Pretraining for Improved Medical VQA

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:11:48.140882Z

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 9499a12e-5bc1-4ac7-a1f0-08f8c80da03a · outbound

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

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Scientific data 5(1), 1–10 (2018)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:46.343641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48700bed-40d1-49b6-abc6-a5f6e4b9c8ae · outbound

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

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:46.434701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb856c1-a65a-49e2-bb9b-12c4eed75918 · outbound

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

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Advances in Neural Information Processing Systems36 (2024)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:46.505899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dd45ddd-ee77-47ea-ada8-2bd1d24afc79 · outbound

This paper cites In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recog- nition (CVPR).

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recog- nition (CVPR)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:49.061186Z

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 1aefe957-281a-4481-b57e-97e3862d2a1a · outbound

This paper cites an unresolved cited work.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:11:49.051084Z

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 abfcf717-2264-48c7-bf28-afcd04f3ab78 · outbound

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

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Advances in neural information processing systems36 (2024)

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:46.699157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 525e39b5-42f0-4e47-85ff-be14166875d5 · outbound

This paper cites IEEE Transactions on Emerging Topics in Computational Intelligence (2023).

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis IEEE Transactions on Emerging Topics in Computational Intelligence (2023)

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:49.031564Z

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 1fdbe272-5dd9-4c0f-867c-aa27783ce246 · outbound

This paper cites In: Proceedings of the 2024 Conference on Empirical Meth- ods in Natural Language Processing.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: Proceedings of the 2024 Conference on Empirical Meth- ods in Natural Language Processing

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:49.020016Z

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 f051e981-0bbe-44cf-9129-c5cf56c847e3 · outbound

This paper cites Nature Medicine pp.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Nature Medicine pp

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:49.007501Z

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 633ddd3c-5e6c-4c34-9d03-0f89e8c9c69d · outbound

This paper cites In: International Conference on Information Processing in Medical Imaging.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: International Conference on Information Processing in Medical Imaging

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:48.996409Z

Source-reported events for the cited work

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Observation de595bf9-b477-4cd4-a25b-7539d25a7145 · outbound

This paper cites Gemini vs GPT-4V: A Preliminary Comparison and Combination of Vision-Language Models Through Qualitative Cases.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Gemini vs GPT-4V: A Preliminary Comparison and Combination of Vision-Language Models Through Qualitative Cases

Reference 30

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Source-reported events for the cited work

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Observation 17ce1651-bc5d-4029-9031-7b18df3bbefe · outbound

This paper cites NPJ Digital Medicine7(1), 20 (2024).

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis NPJ Digital Medicine7(1), 20 (2024)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:48.851091Z

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 ba46c4f6-caa2-44c1-8a60-6cd5fa1ae6fa · outbound

This paper cites In: International Conference on Medical Image Computing and Computer- Assisted Intervention.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: International Conference on Medical Image Computing and Computer- Assisted Intervention

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:47.219617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2c682da-7f5b-4e9f-a1c1-8b5e21dabcbd · outbound

This paper cites DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:47.244723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fbc6074-2042-4156-93c3-88bae1a942ad · outbound

This paper cites arXiv e-prints pp.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis arXiv e-prints pp

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:48.649571Z

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 90270684-ff5a-4647-bdab-e290706fab79 · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis Multimodal Chain-of-Thought Reasoning in Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T23:11:47.453315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc9890f-dd1f-449e-91fb-fa85ffb66d7c · outbound

This paper cites In: Thirty- seventh Conference on Neural Information Processing Systems (2023).

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis In: Thirty- seventh Conference on Neural Information Processing Systems (2023)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:11:48.482334Z

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.

Pith citing papers

No inbound Pith citation observations are available.