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Paper Citation Record · LEDGER

MIRA: A Novel Framework for Fusing Modalities in Medical RAG

As of 9 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 2026-08-09T06:31:02.800959+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:be0b60b6cbe3a8d232872cb8c92290f95aa220e07c90f3799a59fa23391619c4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.344160Z digest=sha256:60a4f406f654bf4fb4f539d85ef69cdf1059f4277ce769b273eeca86888d29df

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.348811Z digest=sha256:814a726743c6f2d54cac532710dd76a72f799954a68e90ed656ce7141dd3f5f7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.352807Z digest=sha256:36746eda7b8d12a6111d2e5c55dcf0607537220291dc66788d5934deb3701440

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.356716Z digest=sha256:5dd86eac5efd4e2334859bd39d9dac579a57aafa888b37706d3800c482d7d8a1

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=sha256:277563eb9e63a7b80252f6ebf29fc3927e605b04d5485387acf3d678a68d4a1e

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=sha256:15a14831b7958dde00971703b864a10e4326d2a59cb9479391c0174f7895ee8f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.369100Z digest=sha256:3b943d750993cdb66eafffa6012aaf3056132701bf1a3a17345b19433a5cde4e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.373184Z digest=sha256:30f90c29deb44cb8014140230c8490d41128602e8e52b1c8f2664e22008ae5a6

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:a4adf5adcbfdfc1889eae1da55107fd5af9abb2f5ea88e013341e10de7b60937

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.380711Z digest=sha256:de4c9211fded42fc20ca1f254a78d4bbb4e321ab2d544c8fd4b2a037e66c8c19

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=sha256:8d76f9666565b2d3337e87814665ba28c4aefacfa00e2e358cab39e80aceb9e5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.395973Z digest=sha256:cccd6762f3d4f23ee09ddb92b78fd0a7fcd1683526b0b0b0a61fc99e1742bd02

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=sha256:555b041a32710987ec82450053cafc5836814ba3cb22e8586dfd6931b942833e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.403919Z digest=sha256:dda5cdd457dc6af8e03a1bb656a6e504db68f6c384ff4b18f8a7ecfa7df1d8b8

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:d8968ae9e13f2e1fe5166460630985ce5d7612180c1ca92734126e4fa8331463

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:a79f8a583b780ff637e6de55cf10fb4cb03c770b8efdc1fe38b99f9174ba46a0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.417562Z digest=sha256:aed7d09333a6f46393792cc4e6b911a87ae4c6d033914c1b4d4aefa032229849

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=sha256:5a021dc0107fb62bf86431b0f3eda6f17669dbd7be66b017fd0b0daea619d60d

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=sha256:025391449275f2a00254b7846ea741938088584044d8f9cce8c70fca4784fc98

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:f5a96ac88472aa6663b81375b50a9b1ccd905f567f3403fe8076e2e256b7300a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.436918Z digest=sha256:4f02f13f1f917cbda18a82b3a24b461823a11e823a2393735b06af32a912837a

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:ac66006d5180f88ad262df1443f180bf50b741dded727619656180f9736f3c9e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.454602Z digest=sha256:161b78cd9da7c0dba6aea375b6abff7a076fdb2db5ed8443e437f4034957603f

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:a93082ccad045d242e88519c189c8540b07b46f51071f1f3db081c49e677ad32

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=sha256:60a85a5e09ea1a4007cbe5c2e4aa0c32937fc7b4107db3b485555f3381cc38c4

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=sha256:43d9fb81fd94dddaaf72f6a6bdcce3a6fe7ac24a090236b03b3da66bd23ba017

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:d2a42a661a4d454b814943c38b3c1533079299feed7c7c7ca5102fffe965345c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.478899Z digest=sha256:a1a0bae7374d54323bad51629669cd70bbee0c9aec7c85015038265748575a17

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:aa469c5430c0dbe708c46611574ad43f4e18c4830f0340ac8de126777514d402

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:d53fe6ed3fab18298c57b82c4aeb33f37866534ee3d9bce9b246421f8a2eb66c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T18:34:25.504255Z digest=sha256:92a508444cabf08a3bfe45ffb0835af57b3bc0c69eb40a2fec98bd76f11ee1f4

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=sha256:73ae5040ebdfe9b4ec61bece757c35eb66f3dc891053e42bb7b85722d7a270b6

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=sha256:9ff8ba803403b283028acfb45a98db93c18bec11d01c6e4de75fcf69633f45c1

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=sha256:461456020178c51e7d9b36cf10fb811a207e361276f7c9ae0cd876d0091535ac

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-18T22:50:43.462038Z digest=sha256:d72d6c1e0042b1194c6e4c7061b54b6fe5e54cb157662edcfde68d5e9fa96401