Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:32:16.104203Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.08713.
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 2026-08-14T04:32:16.104203Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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 5b50e838-5ab6-4da8-ac50-fa9cd4323436 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Radiologists’ variation of time to read across different procedure types,
Reference 1
Source-reported events for the cited work
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Observation 6c6cdbf4-3ad5-4f1f-8d3e-5f9fe67a749f · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation MAIRA-2: Grounded Radiology Report Generation
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b43c96b-10c7-467b-86af-b2704534502f · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Scaling medical imaging report generation with multimodal reinforcement learning
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0da43759-fabd-4a2d-ab16-434891d9d6e5 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Visual instruction tuning,
Reference 4
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Observation 9fe27d13-250e-4a74-9e7f-d199cd3500b2 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Compre- hensive language-image pre-training for 3d medical image understanding,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecc433c6-e8e9-4b99-a967-8151a028bf13 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93207e8d-7e49-4ca3-93ba-e63e64564a35 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Generalist foundation models from a multimodal dataset for 3D computed tomography,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e7bf7ae-da18-44ff-bcf5-e9bc19ce2690 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Merlin: A computed tomography vision-language foundation model and dataset,
Reference 8
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Observation 3b14066c-2236-4e4e-8694-d0b471766aa6 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Large language model with region- guided referring and grounding for ct report generation,
Reference 9
Source-reported events for the cited work
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Observation 4b134d82-fc31-4d7b-ad88-31f925302ab9 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation CT- GRAPH: Hierarchical graph attention network for anatomy-guided ct re- port generation,
Reference 10
Source-reported events for the cited work
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Observation 8576a3fe-59b8-4630-91d4-ec6b603187a0 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation MedGemma 1.5 Technical Report
Reference 11
Source-reported events for the cited work
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Observation 6fe3dd38-0604-4755-bfa2-16cbb2bd19ea · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation The effect of image resolution on deep learning in radiography,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 09d11c89-eda3-4012-9087-e1fae1bfa30a · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Better tokens for better 3d: Advanc- ing vision-language modeling in 3d medical imaging,
Reference 13
Source-reported events for the cited work
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Observation 92217597-a53a-4444-85e5-6421740a8048 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Jolia: Concept-Level Vision-Language Alignment for 3D CT Contrastive Learning
Reference 14
Source-reported events for the cited work
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Observation 9569fe08-2d4b-467c-ba42-9a009c0ef708 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation SegVol: Universal and interactive volumetric medical image segmentation,
Reference 15
Source-reported events for the cited work
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Observation 1f53ba16-574c-4d1e-ac99-08867c0b7b44 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Revisiting 2d founda- tion models for scalable 3d medical image classification,
Reference 16
Source-reported events for the cited work
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Observation 83807532-a5a6-4ee2-be41-ce08df20fc94 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Towards generalist foundation model for radiology by leveraging web-scale 2d&3d medical data,
Reference 17
Source-reported events for the cited work
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Observation 911eaef2-1f8f-4050-a74c-b3f8084f3010 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Exploring the design space of 3d mllms for ct report generation,
Reference 18
Source-reported events for the cited work
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Observation c17030d1-1a5b-4cd5-9056-3f803c495d97 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Amos: A large-scale abdominal multi-organ benchmark for versatile medical image segmentation,
Reference 19
Source-reported events for the cited work
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Observation 6e78ebfd-fd5e-4b9c-80c5-04fec2f76ec7 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Primus: Enforcing attention usage for 3d medical image segmentation,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 29145897-4fbc-42ce-8a52-8a5b4916d334 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Curia: A Multi-Modal Foundation Model for Radiology
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b758449-b0b4-480e-89da-671368d3fb1f · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c53ef90-a8a4-4cfe-ad8f-444480f0006f · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation gpt-oss-120b & gpt-oss-20b Model Card
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dca9f77b-2fee-4aef-bc26-ab9bd86b3a02 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Beyond the embedding bottleneck: Adaptive retrieval-augmented 3d ct report generation,
Reference 24
Source-reported events for the cited work
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Observation 9dec57f9-b64b-4acb-93bc-33b09006407a · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Qwen3-VL Technical Report
Reference 25
Source-reported events for the cited work
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Observation e2241c01-0af7-4560-ae1e-8fd34a2ff195 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Tokenpacker: Efficient visual projector for multimodal llm,
Reference 26
Source-reported events for the cited work
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Observation 30dab69a-8dda-4a25-86bc-7276bdd5a42e · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Flamingo: a visual language model for few-shot learning,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8d6db3e7-9d23-4133-9e4f-b26e20f4e6f2 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Totalsegmentator: robust segmentation of 104 anatomic structures in ct images,
Reference 28
Source-reported events for the cited work
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Observation 3e9a5cfb-2a77-42e3-a6fe-a929313db0af · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Vision Foundation Models for Computed Tomography
Reference 29
Source-reported events for the cited work
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Observation a36ecd49-2e70-45da-a8be-2f047351b638 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Masked au- toencoders are scalable vision learners,
Reference 30
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Observation d5bf0bb4-9310-4ead-a105-f9ab5fc843f1 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation DINOv2: Learning robust visual features without supervision,
Reference 31
Source-reported events for the cited work
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Observation dcba1618-2b7c-402d-ae99-a3e4b8dd4b6c · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Learning transferable visual models from natural language supervision,
Reference 32
Source-reported events for the cited work
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Observation a2b7a60e-8898-4080-b079-b4746090e947 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation A simple framework for contrastive learning of visual representations,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fa13ad5-786e-4f06-a469-253a7fb95ae2 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Qwen3 Technical Report
Reference 34
Source-reported events for the cited work
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Observation c239c8fc-ba17-407e-ae32-5427d2b3bfe5 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3328562c-e077-4aea-bd45-66f5d2c77b23 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Gemma 3 Technical Report
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e5e0e82-3f82-41f2-be9e-1adecfd00ff0 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Reevalmed: Rethinking medical report evaluation by aligning metrics with real-world clinical judgment,
Reference 37
Source-reported events for the cited work
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Observation 05c9f676-d590-417d-94df-2f355a827389 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Green: Generative radiology report evaluation and error notation,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ed562441-2dbf-4716-b4b6-973fedf9bb1d · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Radbert: adapting transformer-based language models to radiology,
Reference 39
Source-reported events for the cited work
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Observation 6cb020d1-d7f4-4d45-aaec-439bffd66230 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Eval- uating the evaluators: On the reliability of automated label extraction for radiology reports,
Reference 40
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Observation 226b975d-1fd8-48f0-9837-976b473f9500 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Bleu: a method for automatic evaluation of machine translation,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb482829-505d-42a7-8f59-91cf2d321f8d · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Meteor: An automatic metric for mt evaluation with improved correlation with human judgments,
Reference 42
Source-reported events for the cited work
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Observation 2f4433a6-0b28-443b-9eaf-1dd53592d46a · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Rouge: A package for automatic evaluation of summaries,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c22615ad-9caa-474e-85bd-1b298fff0965 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Microsoft COCO Captions: Data Collection and Evaluation Server
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce96ae6d-6b76-461c-9d6d-7aef6cb059f0 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation pycocoevalcap: Microsoft coco caption evaluation,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bd6498e5-b5b9-43a9-8ac0-44c2942c0a06 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation LoRA: Low-rank adaptation of large language models,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ce9fa2bb-0904-48e6-bc6a-726099a89dd2 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Decoupled Weight Decay Regularization
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d636467-6769-4f7c-a277-abb5a4099552 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation An openmind for 3d medical vision self- supervised learning,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 73274b76-32b8-47c7-8301-6126d75b1987 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Curriculum-driven 3d ct report generation via language-free visual graft- ing and zone-constrained compression,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 185b1a1f-5590-4255-a2b0-c22353a682c2 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation Ct-agent: A multimodal-llm agent for 3d ct radiology question answering,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 81bc408f-dfc1-4ab3-98a2-0ce65b038e44 · outbound
Resolution Meets Reduction: Efficient Visual Context for 3D Radiology Report Generation U-vlm: Hi- erarchical vision language modeling for report generation,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.