Paper Citation Record · LEDGER

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation

As of 10 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 2 inbound Pith citation observations for arXiv:2508.03426.

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

pith.paper-citation-record.v1
2508.03426 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:32:16.893893Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T23:30:44.908637Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T07:59:40.274173Z

Reference resolution

60 of 60 outbound references displayed

verified exact4
verified fuzzy36
unresolved20
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b807a92c-87dc-4c59-8a8b-d792d046d984 · outbound

This paper cites Automated radiology report genera- tion using conditioned transformers.Informatics in Medicine Unlocked, 24:100557, 2021.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Automated radiology report genera- tion using conditioned transformers.Informatics in Medicine Unlocked, 24:100557, 2021

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:18.118224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c42cfa00-282b-4a84-8f7d-c05703b62e0d · outbound

This paper cites Publicly Available Clinical BERT Embeddings.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Publicly Available Clinical BERT Embeddings

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:13.328704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 792ee448-ed64-4b1d-a5ae-046886b5d05a · outbound

This paper cites Meteor: An automatic metric for mt evaluation with improved correlation with hu- man judgments.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Meteor: An automatic metric for mt evaluation with improved correlation with hu- man judgments

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:18.102604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d1c241f-02ff-43af-a471-59fb11462ca3 · outbound

This paper cites CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:13.535608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0609ea56-3515-4fa5-9d1a-5e4368814630 · outbound

This paper cites Crossvit: Cross-attention multi-scale vision transformer for image classification.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Crossvit: Cross-attention multi-scale vision transformer for image classification

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:18.085801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a70e230-3415-4cad-92f8-22558aba54d5 · outbound

This paper cites Generating Radiology Reports via Memory-driven Transformer.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Generating Radiology Reports via Memory-driven Transformer

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:13.727759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af119540-35c8-415d-b4f9-884ca2ea2d51 · outbound

This paper cites Cross-modal memory networks for radiology report gener- ation, 2022.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Cross-modal memory networks for radiology report gener- ation, 2022

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:18.069028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7ce74b15-d270-4b85-b84f-1e2a826b6b2c · outbound

This paper cites Preparing a collection of radiology examinations for distribution and re- trieval.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Preparing a collection of radiology examinations for distribution and re- trieval

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:18.051069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7798d9a2-8bad-4e91-b01d-6d250a7058fc · outbound

This paper cites Translating medical image to radiological report: Adaptive multilevel multi-attention approach.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Translating medical image to radiological report: Adaptive multilevel multi-attention approach

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:18.035318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e369e938-886f-48fb-a9b1-c4e7e88a1ed5 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:14.132556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f81ab9b6-83c9-4881-81b3-fa1dde2468a9 · outbound

This paper cites RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:14.238885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8667381c-b97a-4714-bd62-570f49c922c6 · outbound

This paper cites ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:14.353755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f766a267-fc46-4538-9266-46e5e26cc9f3 · outbound

This paper cites Radar: Enhancing radiology report generation with supplementary knowledge injection, 2025.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Radar: Enhancing radiology report generation with supplementary knowledge injection, 2025

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:18.019150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0709cd87-53f7-4fdb-9db6-cf6868b72f2e · outbound

This paper cites GPT-4o System Card.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation GPT-4o System Card

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:14.515738Z

Source-reported events for the cited work

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Observation c0682861-732f-4331-9e48-70ca89c3f53c · outbound

This paper cites Pytorch library for cam methods, 2021.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Pytorch library for cam methods, 2021

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:18.003263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 614a3e02-3f3a-4206-bf29-68d0b259c62b · outbound

This paper cites RadGraph: Extracting Clinical Entities and Relations from Radiology Reports.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:14.659329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f4d7d5-7562-4009-aea0-e774918a8616 · outbound

This paper cites Promptmrg: Diagnosis-driven prompts for medical report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Promptmrg: Diagnosis-driven prompts for medical report generation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.988528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d607f9e-c908-49d0-ad0e-1df24efb58d6 · outbound

This paper cites On the Automatic Generation of Medical Imaging Reports.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation On the Automatic Generation of Medical Imaging Reports

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:14.844032Z

Source-reported events for the cited work

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Observation a27c9c09-d50c-4943-b0b8-b178c5991c4c · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Semi-Supervised Classification with Graph Convolutional Networks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:14.940505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 273180cc-b75a-4343-8b1b-f0443e09e8f5 · outbound

This paper cites Context-enhanced framework for medical image re- port generation using multimodal contexts.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Context-enhanced framework for medical image re- port generation using multimodal contexts

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.970613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 03bc04e1-c290-4b4b-8762-f824a19f236f · outbound

This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.951399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dc97d46e-1781-4503-8789-1f72f62d4c5d · outbound

This paper cites Dynamic graph enhanced contrastive learning for chest x-ray report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Dynamic graph enhanced contrastive learning for chest x-ray report generation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.934977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6b184354-94ee-4bd3-9660-005c0cfb2c92 · outbound

This paper cites Con- trastive learning with counterfactual explanations for radiol- ogy report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Con- trastive learning with counterfactual explanations for radiol- ogy report generation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.919336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1133834b-fd4b-4ac1-8bf1-2fecb20a8641 · outbound

This paper cites Divide and conquer: Isolating normal- abnormal attributes in knowledge graph-enhanced radiology report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Divide and conquer: Isolating normal- abnormal attributes in knowledge graph-enhanced radiology report generation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.903873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation acc86bf0-9884-4514-9ccd-71d4ec8162cb · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Rouge: A package for automatic evaluation of summaries

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.887020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ef29373f-7513-46a2-9018-482b4e5d9f13 · outbound

This paper cites Multi-grained radiology report generation with sentence- level image-language contrastive learning.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Multi-grained radiology report generation with sentence- level image-language contrastive learning

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.872185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 907b09a1-2803-492b-90f5-f75aa0320740 · outbound

This paper cites Bootstrapping large language models for radiology report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Bootstrapping large language models for radiology report generation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.856719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0bfb0ae6-6f96-406f-b3ed-8f1aebad542f · outbound

This paper cites Exploring and distilling posterior and prior knowl- edge for radiology report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Exploring and distilling posterior and prior knowl- edge for radiology report generation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.841085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c29cd604-fcb7-4505-88d4-504452270e4a · outbound

This paper cites Contrastive attention for automatic chest x-ray report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Contrastive attention for automatic chest x-ray report generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:15.978112Z

Source-reported events for the cited work

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Observation 55e3afe3-91d4-447f-9998-25e073f776aa · outbound

This paper cites Auto-encoding knowledge graph for unsupervised medical report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Auto-encoding knowledge graph for unsupervised medical report generation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.825316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bc4b28fd-64c9-49ee-9e55-d8e14ff5bf97 · outbound

This paper cites Competence-based Multimodal Curriculum Learning for Medical Report Generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Competence-based Multimodal Curriculum Learning for Medical Report Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:16.201612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4df2c97b-ea1b-49d7-bb77-496c872b56e4 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Swin transformer: Hierarchical vision transformer using shifted windows

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:16.315190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63ca94f2-93b1-44bc-b9b7-599b12bc21a6 · outbound

This paper cites Decoupled Weight Decay Regularization.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Decoupled Weight Decay Regularization

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:16.477769Z

Source-reported events for the cited work

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Observation 7c26b0fd-bc59-466c-9dbf-ee1daec266ab · outbound

This paper cites A survey on deep learning and explainability for automatic report generation from medical images.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation A survey on deep learning and explainability for automatic report generation from medical images

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.796330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c85f8817-b103-452c-97b9-afe49c71eab3 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Bleu: a method for automatic evaluation of machine translation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.781040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d3af207e-4f4c-45ab-ad38-0d9e1e081e95 · outbound

This paper cites Pytorch: An im- perative style, high-performance deep learning library.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Pytorch: An im- perative style, high-performance deep learning library

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.766000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 02b9be07-819b-41c9-b41a-b8f8ac633f37 · outbound

This paper cites Duco-net: Dual-contrastive learning network for medical report retrieval leveraging en- hanced encoders and augmentations.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Duco-net: Dual-contrastive learning network for medical report retrieval leveraging en- hanced encoders and augmentations

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.751313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3bb8021-1a27-4cd1-8d2a-0816210ac9ce · outbound

This paper cites Modeling rela- tional data with graph convolutional networks.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Modeling rela- tional data with graph convolutional networks

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.735970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8131e52d-cd4c-4963-a3f6-1c6091f8884a · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:16.782977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98259e01-2482-44f8-af82-916fdf4a532c · outbound

This paper cites Cider: Consensus-based image description evalua- tion.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Cider: Consensus-based image description evalua- tion

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.719746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation abe693a9-cdcf-44a2-bc21-b8d99de5c743 · outbound

This paper cites Graph Attention Networks.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Graph Attention Networks

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:16.794197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31f36f4e-2ec0-41e0-97cf-b960224c6425 · outbound

This paper cites Cross-modal pro- totype driven network for radiology report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Cross-modal pro- totype driven network for radiology report generation

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.704065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b1e26aa5-bb2f-44cb-895f-14d4c401f8fe · outbound

This paper cites Large-scale multi-modal pre-trained models: A comprehensive survey.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Large-scale multi-modal pre-trained models: A comprehensive survey

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.688663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0569d696-73c4-420d-bc92-c6a4182b242e · outbound

This paper cites R2gencsr: Retrieving context samples for large language model based x-ray medical report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation R2gencsr: Retrieving context samples for large language model based x-ray medical report generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:16.811466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2292e80b-8e3e-4acf-97bc-a435e1c3cedd · outbound

This paper cites Pre-training on High Definition X-ray Images: An Experimental Study.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Pre-training on High Definition X-ray Images: An Experimental Study

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-06T04:32:17.073926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5ba8dc58-ad05-4380-8c0b-3eb752400746 · outbound

This paper cites Cxpmrg-bench: Pre-training and benchmarking for x-ray medical report generation on chexpert plus dataset.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Cxpmrg-bench: Pre-training and benchmarking for x-ray medical report generation on chexpert plus dataset

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.672299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d2ac09b9-973f-4b2e-a7cb-561a6409d348 · outbound

This paper cites Activating Associative Disease-Aware Vision Token Memory for LLM-Based X-ray Report Generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Activating Associative Disease-Aware Vision Token Memory for LLM-Based X-ray Report Generation

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:16.825831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07e9d8eb-6096-49d6-80eb-84c0690d1036 · outbound

This paper cites Rethinking Medical Report Generation: Disease Revealing Enhancement with Knowledge Graph.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Rethinking Medical Report Generation: Disease Revealing Enhancement with Knowledge Graph

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-06T04:32:17.028570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f50a86ab-426b-40cd-a644-0b696f50a770 · outbound

This paper cites Metransformer: Radiology report generation by transformer with multiple learnable expert tokens.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Metransformer: Radiology report generation by transformer with multiple learnable expert tokens

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.655464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e35ee803-8879-4d61-ac69-c792abae88b7 · outbound

This paper cites R2gengpt: Radiology report generation with frozen llms.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation R2gengpt: Radiology report generation with frozen llms

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.639748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c651ecfa-073a-4d2a-860c-ffb97946c58e · outbound

This paper cites MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-06T04:32:17.003912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 95f634f7-3941-4a08-9a6c-018af67260b5 · outbound

This paper cites Generating radiology reports via auxiliary signal guidance and a memory-driven network.Expert Systems with Applications, 237:121260, 2024.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Generating radiology reports via auxiliary signal guidance and a memory-driven network.Expert Systems with Applications, 237:121260, 2024

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.622570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6cbff3bc-7315-4cdd-b159-0fd9be1e27c0 · outbound

This paper cites Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-06T04:32:16.979429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 902eaa79-264f-4b7d-afff-53a5822245d7 · outbound

This paper cites Memory-aligned knowledge graph for clinically accurate radiology image report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Memory-aligned knowledge graph for clinically accurate radiology image report generation

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.604262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 87842df5-792c-417d-841b-833a949d9f13 · outbound

This paper cites Attributed abnor- mality graph embedding for clinically accurate x-ray report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Attributed abnor- mality graph embedding for clinically accurate x-ray report generation

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.587106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9727dd81-6844-4520-b68d-983be61fdb5f · outbound

This paper cites Qwen3 Technical Report.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Qwen3 Technical Report

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:16.873321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 680d07fd-538b-4cbe-9aa4-1d6f7bb9311d · outbound

This paper cites Token-mixer: Bind image and text in one embedding space for medical image reporting.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Token-mixer: Bind image and text in one embedding space for medical image reporting

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.571242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e45857ea-eca0-4e85-8b21-5dfa70275aa6 · outbound

This paper cites Aligntransformer: Hierarchical alignment of vi- sual regions and disease tags for medical report generation.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Aligntransformer: Hierarchical alignment of vi- sual regions and disease tags for medical report generation

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.554252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 487b4554-3441-4a6d-9f67-48f398da890c · outbound

This paper cites Uncovering Knowledge Gaps in Radiology Report Generation Models through Knowledge Graphs.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation Uncovering Knowledge Gaps in Radiology Report Generation Models through Knowledge Graphs

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T04:32:16.888615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26808d17-d908-48a8-bcea-06173add5c20 · outbound

This paper cites When radiology report generation meets knowledge graph.

R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation When radiology report generation meets knowledge graph

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:32:17.535590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation d7b11615-c53e-474b-a36c-f467a7fa0193 · inbound

GTA-Net: Cooperative Game Theory for Vision-Language Alignment in Chest X-Ray Report Generation cites this paper.

GTA-Net: Cooperative Game Theory for Vision-Language Alignment in Chest X-Ray Report Generation R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-04T07:59:40.275416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 96f73675-7357-4680-bc1a-07c067515e55 · inbound

CogRad: A Cognitively-Inspired Multi-Agent Framework for Radiology Report Generation cites this paper.

CogRad: A Cognitively-Inspired Multi-Agent Framework for Radiology Report Generation R2GenKG: Hierarchical Multi-modal Knowledge Graph for LLM-based Radiology Report Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T23:30:44.908637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.