Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T21:10:16.937315Z
Paper Citation Record · LEDGER
As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.04954.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T21:10:16.937315Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation abfa6e9c-6ade-47b0-9d00-6297e739ebbf · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Flamingo: a Visual Language Model for Few-Shot Learning
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 471c0918-6370-4794-9c06-746f7816d1ee · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation PaLM 2 Technical Report
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2af2ef11-bc1c-4599-b6f3-f9e0d7ab15b7 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3fcb0fe-8a94-45e9-962a-5479808a42e8 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 683e3801-38dd-4b22-9bc1-a5152259bf79 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e4a401a-008a-4571-84b2-124f99219819 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb82ba5c-86eb-482c-b375-831cdbd826d1 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation A Survey on Evaluation of Large Language Models
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f3eaf3f-b611-4365-bbdf-c9dd53e4fc37 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Gonzalez, Ion Stoica, and Eric P
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d58b101-7049-4f7a-a052-5c0aebac7f05 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70351da4-cd14-4844-94ea-7de82b18124b · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4def7ba3-8150-4504-aedf-45b2fa9c6fa1 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e1d56e0-d261-4e29-b443-99ddef7def09 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8eead364-2acd-4172-bcb6-8fe303fcc1e5 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation PaLM-E: An Embodied Multimodal Language Model
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0e23cc1-cd6d-41cf-8b13-6a324e751d61 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef8f24b8-af9d-4cff-bc17-f1c27c9981d1 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fd39ffbd-dcec-4014-a776-09d5987565ac · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Generating Sequences With Recurrent Neural Networks
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1213c708-5c2c-493e-8eb9-4a9124ca4509 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Gaussian Error Linear Units (GELUs)
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cad7882-d3a9-4b08-be5b-39ddc0a289e9 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation LoRA: Low-Rank Adaptation of Large Language Models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be561974-a922-4eda-986f-9d24a83c0db0 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 56157e48-cd23-4440-9d8b-d9229179f807 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation MAIRA-1: A specialised large multimodal model for radiology report generation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14b88676-18fd-48e5-8e91-8f717a2337b9 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report Generation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 96d7baa8-9e97-4620-837e-a6fae3c446ee · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42716168-9916-4794-8c5e-4ddd689acb69 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55e71baf-05a1-43f8-94ef-4ec640b54103 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Kahn, Curtis P
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 06887ee2-fa4a-44cd-a1c4-e23d4622e0e3 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6438c0af-a483-41c1-93de-d30491c18679 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f09dc815-9fdb-4a8b-a6b0-cfedb5757903 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Visual Instruction Tuning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d6db049-214f-4e41-a08f-80e03f5d22ad · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Radiology-GPT: A Large Language Model for Radiology
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c59a3b5f-47b3-4e4d-aeb4-bcfac490a3c3 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation CLCE: An Approach to Refining Cross-Entropy and Contrastive Learning for Optimized Learning Fusion
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ac9ee785-d3d0-4313-af3c-b65e446e56a7 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 248c3f8b-1cd3-4fc1-86c7-b16e7610c56c · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 31
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Unavailable: canonical work link unavailable.
Observation 44cfb8c6-8b75-4974-aac4-ac95b2bac746 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Med-Flamingo: a Multimodal Medical Few-shot Learner
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b723811-132c-4ad8-b6ab-503c456e3901 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 33
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Unavailable: canonical work link unavailable.
Observation 66dc9f8a-921e-46b3-8fe7-e5c9e6c68cb3 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation GPT-4 Technical Report
Reference 34
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Unavailable: canonical work link unavailable.
Observation 40118b95-4e32-4344-9f6c-167f35ad14ea · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Panayides, Amir Amini, Nenad D
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8962cfa-47b8-4e8a-8c1c-54b0077e96f0 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 36
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Unavailable: canonical work link unavailable.
Observation 36984e36-74c1-428c-aff7-14a75b431051 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 37
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Unavailable: canonical work link unavailable.
Observation 871c0a19-4ef8-429e-9251-b230dc01a04f · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Learning Transferable Visual Models From Natural Language Supervision
Reference 38
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Unavailable: canonical work link unavailable.
Observation 413c1bf3-a084-43ee-bb64-5c97e68cf1f3 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
Reference 39
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Unavailable: canonical work link unavailable.
Observation 5ad2e27c-a16f-4ad1-a8be-b901b26b06bc · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6febcb7c-a642-4aa1-8ff6-e46b15dc8e58 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b61c4d1-2c06-451c-a4fa-79858276a3d5 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b36af62c-31df-425c-900a-89302b5f6789 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cbbfbf8c-322e-4fe8-843f-dab9a14897fd · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Towards Generalist Biomedical AI
Reference 44
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Unavailable: canonical work link unavailable.
Observation fbc443ef-b1cd-40d8-aa22-9ec700f3ffa9 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Collins, Ankit Modi, Robert Lloyd, Benjamin Hopkins, Curtis Langlotz, and Jean-Benoit Delbrouck
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5d24e93a-22d1-492f-ad1c-02dcb8462b72 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 008ead16-2e0e-41fa-99a2-1343ddc50564 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1ac9c432-a43b-471b-b035-0fc788e6136d · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14060858-210b-491e-adf3-5ff2247304fe · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation BERTScore: Evaluating Text Generation with BERT
Reference 49
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Unavailable: canonical work link unavailable.
Observation e26b3548-5599-4e2b-b792-9f85db2b776a · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation online" 'onlinestring :=
Reference 50
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Unavailable: canonical work link unavailable.
Observation b14f71a7-071c-49ac-ae65-7d0be398fd97 · outbound
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation write newline
Reference 51
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.