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Paper Citation Record · LEDGER

MIRA: A Novel Framework for Fusing Modalities in Medical RAG

As of 7 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2507.07902.

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

pith.paper-citation-record.v1
2507.07902 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:34:25.514018Z

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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T22:50:43.462038Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T22:51:53.181040Z

Reference resolution

35 of 35 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved32
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e9b01dee-1da0-4b29-9ed5-52e336ccb0f8 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 1

Resolution
malformed identifier
no resolver link, observed 2026-08-06T18:34:25.339597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.339597Z digest=sha256:7180871b9f567aaab08b517da33e8106e95ab9ddb8e67ad536ee01b9b2910824

Observation 2e2c9bc5-f608-4e65-9e44-e7d492e9a225 · outbound

This paper cites FATE: Focal-modulated Attention Encoder for Multivariate Time-series Forecasting.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG FATE: Focal-modulated Attention Encoder for Multivariate Time-series Forecasting

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:34:25.725217Z

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.

source=pdf_text observed=2026-08-06T18:34:25.344160Z digest=sha256:fec2ec12e7ea66de06e16b4a8055aa90a5566d1ba05b51bd580db8fad797edb1

Observation 0cd03de3-ff75-408b-93ba-05e20fb0348c · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.909034Z

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.

source=pdf_text observed=2026-08-06T18:34:25.348811Z digest=sha256:9ce1e97473f779df23ac6ceb48f9fa3692dec339ead8f07e81d49b4a7e316626

Observation fdb42e99-e47b-4de0-8fbe-5c2d893fc209 · outbound

This paper cites Hasan, and Henning Müller.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Hasan, and Henning Müller

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:34:25.897922Z

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.

source=pdf_text observed=2026-08-06T18:34:25.352807Z digest=sha256:497bcb3ddb56f511e434ff0a3aef176976a925c58851341522ec6688dafba529

Observation b5b43bc4-45dc-4f27-882e-8385dc1f330d · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.886845Z

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.

source=pdf_text observed=2026-08-06T18:34:25.356716Z digest=sha256:ae6b6584c1304b1351a4d438bd77800a3d2b5db915cd04d7203598604f04d299

Observation 24cc1d87-4463-494b-9f1d-208e1c2bfc93 · outbound

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

MIRA: A Novel Framework for Fusing Modalities in Medical RAG HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.360730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.360730Z digest=sha256:d816bfcdfe77289e14221a8de27d6bec054511e845fc6376d824fa6baf82e00c

Observation eac30e68-f434-452d-a336-e5f7c3d8bb56 · outbound

This paper cites MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.365224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.365224Z digest=sha256:157d8b2115c02e5b541caddaf41bb1da3d927f9d5ee9def04cfdbc1ba06700e8

Observation 62d7c6a5-7c56-4871-a1a9-2ba606d3ecca · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.875260Z

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.

source=pdf_text observed=2026-08-06T18:34:25.369100Z digest=sha256:eeb768774f87bc7e70dba4522c7b64ad77131b19d6cbe5a7a7dae0f3b3bd8b94

Observation e7f65891-0bed-4e5c-b86f-d0a8da30afff · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.864784Z

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.

source=pdf_text observed=2026-08-06T18:34:25.373184Z digest=sha256:b558af9f82a5c2e6862fea81dbee429df6542558497596c55118912858c6f8b8

Observation a7258a05-3aa9-498b-a558-3242e600800d · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.376988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.376988Z digest=sha256:2052be97926fc7d72caddd6c8a913224ba810f78dbf8186e45a5eb3adb185e8e

Observation 4b7fe58c-be5c-4c24-9e50-a6a41d15b801 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.847632Z

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.

source=pdf_text observed=2026-08-06T18:34:25.380711Z digest=sha256:edf9144298447747f7932d87cccec3fa9cd962c68a7edc8a7724891dc0f5088f

Observation aaafc54e-9af2-42f1-aa20-d2969653b462 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.390664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.390664Z digest=sha256:24d800a6d3b26069ddc2634a736f70a05e0de79e525aac6dffe52125ba8921e2

Observation 7b95e03f-3021-49bf-a1ab-1b418d681931 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.830401Z

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.

source=pdf_text observed=2026-08-06T18:34:25.395973Z digest=sha256:009e23e80165be051be0bb2b4b07a41835aa20a734a06936b584e21f48ea388c

Observation 071d1031-2b94-47c6-8e49-c478e1eccc7f · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.399747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.399747Z digest=sha256:f078295be2cabdd43c31da264b520281b3d544f5b54aa8afe53570b02bb41031

Observation 843be6b7-c9bb-471c-a405-b6a5cf4710cd · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.814474Z

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.

source=pdf_text observed=2026-08-06T18:34:25.403919Z digest=sha256:350f266c985d54b5a83512ee5cc2de7f4a6a765f1e92811842c925fb5461c6a7

Observation 5f37cddf-841b-42aa-a706-7d811fb44852 · outbound

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

MIRA: A Novel Framework for Fusing Modalities in Medical RAG LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.408775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.408775Z digest=sha256:dd44ce099062c95d8dfb31e2067d7ef0e125ef2b6e32e4f07750d4f661e9425d

Observation f110c321-6c72-48fc-8720-a44d249654fd · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.413058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.413058Z digest=sha256:b47ae764597acd97dc03b80db78ffa6bc6191fea3b4b33e5fada4bb1a1d17e99

Observation 4abec3ed-3500-486f-baa1-5653124f35a6 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.796537Z

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.

source=pdf_text observed=2026-08-06T18:34:25.417562Z digest=sha256:c843b297c0a29cb6a42e459ec42184e37d6825af882d53199d529041a695e6c9

Observation 74e5a36f-39c9-484f-88bc-677d17603008 · outbound

This paper cites Medical Visual Question Answering: A Survey.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Medical Visual Question Answering: A Survey

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.421708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.421708Z digest=sha256:ea4c9cc8b389cb5c286a4aaf28d82feed562f96ed3474e1b7a264fcee5edd2df

Observation 646e5a5f-7b5a-4b36-89ff-0fe62684dd66 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.426423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.426423Z digest=sha256:77d3e36d74ffedb35800a62afbcabfda6f1a1c6bee9f9ed9a0efcc4c45f13b5f

Observation 162f709d-8153-43c3-9f15-19c94f2b7383 · outbound

This paper cites Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.432071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.432071Z digest=sha256:be18cc8dae7aae196741e1cebda621ace51c380e7de50c3d4bada89b3deb1017

Observation a2b20cdb-7a51-488b-aea8-97709b1b82a2 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.779786Z

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.

source=pdf_text observed=2026-08-06T18:34:25.436918Z digest=sha256:31db0b9449be3996c0a932981b30ac9766b08bf3785897e47e4a1e9d7fcf86a7

Observation bb4c4b56-d229-4201-b523-cd8f200b1b57 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.450071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.450071Z digest=sha256:debf8f92198c2458b56912d5db459ab086c32c9d99847fa432b0c99bf43502f5

Observation 9cea5796-ee48-44e9-8efd-78818beb1978 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.761284Z

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.

source=pdf_text observed=2026-08-06T18:34:25.454602Z digest=sha256:287eb15e92bbf14b50a3669faf07fac865e2b8251d22877844f4c56633eddba1

Observation 20838238-8acb-458a-b6d3-2dafc01d5bdc · outbound

This paper cites A Study of Generative Large Language Model for Medical Research and Healthcare.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG A Study of Generative Large Language Model for Medical Research and Healthcare

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.458608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.458608Z digest=sha256:3cf7d0bf639a0192fcdf560bd185df21df886bc29359176feb0256d39d4a1725

Observation 8da90ad1-38fa-43b5-84a8-6db71dc24188 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Learning Transferable Visual Models From Natural Language Supervision

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.463728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.463728Z digest=sha256:006a6cf6c9522702b0e1e42118d8eadc6c00669bc346a03d5cb74beb5c863865

Observation 75f11014-fe4c-407e-8152-0258fd5b9677 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.469268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.469268Z digest=sha256:79a71edfde7e3fa27d1dddd85d65e7a550da59a58a17f7b132003fa2e0b1bd98

Observation 074a21c7-d2ce-4fed-b9b8-bcd3793e3f28 · outbound

This paper cites XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.473439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.473439Z digest=sha256:43899f07c9ced78fce532b6b821e4d487c7379b7c727eb8724615ec1ace48744

Observation 7f9f6076-4981-42f1-bde2-d0aae5d59613 · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.749063Z

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.

source=pdf_text observed=2026-08-06T18:34:25.478899Z digest=sha256:d7a3e1676f81e5ed2797f279db525d58f3a16f5c87028a4303d118602cfc35b5

Observation 56864a60-fad8-457d-aa7d-2ea51b60033f · outbound

This paper cites HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.486036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.486036Z digest=sha256:c028aa6d07ace75c1d66bee0a1b2489306dfc040113bbfd0623d3956ade18641

Observation e2dbe96d-6737-4bea-822a-aed2561d4f2c · outbound

This paper cites MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.495015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.495015Z digest=sha256:f8cadbeba1c0c2faf694020f6a5545b984182f244717f0be1dbdd1c61f7becf7

Observation 645e582f-a164-4b4c-abac-1a47d9408f3d · outbound

This paper cites an unresolved cited work.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:34:25.737688Z

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.

source=pdf_text observed=2026-08-06T18:34:25.504255Z digest=sha256:f05885da4d88f20a78481e1241c5ab3457ad9816d71a2db542a7e4a3efc33861

Observation 20092831-8b36-4ab9-9a9d-a3d4bf04b4d1 · outbound

This paper cites BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.508457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.508457Z digest=sha256:541574a7c1508e65793c39f333207b64db520940a66574f28984a58bb06166d3

Observation 21d94f73-7ecb-4c0b-bfa1-89798b0e5d2d · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.514018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.514018Z digest=sha256:b0374dbb2fd90e7e7edde7fa6f32f74fe3226610767d93faf27b32df1553083d

Observation 250f5afe-62eb-4c3f-ae8a-b49aeef5918c · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T18:34:25.386318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:34:25.386318Z digest=sha256:f62d4b5dc150e83c51c59d5c480abc403dc62d22e14ceaa2a9bbf6a2d5438107

Pith citing papers

Observation 9290dbe7-c453-404b-b844-0b496425ea93 · inbound

HeteroRAG: A Heterogeneous Retrieval-Augmented Generation Framework for Medical Vision Language Tasks cites this paper.

HeteroRAG: A Heterogeneous Retrieval-Augmented Generation Framework for Medical Vision Language Tasks MIRA: A Novel Framework for Fusing Modalities in Medical RAG

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-18T22:51:53.183282Z

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.

source=pdf_text observed=2026-05-18T22:50:43.462038Z digest=sha256:b6019f5ca916f651cc1bbf6bafdd0034093c4cbcb002656ea1b033ed013d3aa1