Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 54 inbound Pith citation observations for arXiv:2401.12208.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T14:56:56.066419Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
24
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 71ed8c23-5d72-4121-90c3-5dbff6ecfaa8 · inbound
PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f4184161-98bf-4faa-80a2-a516e0a946fa · inbound
Data-Centric Foundation Models in Computational Healthcare: A Survey A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1edf6b04-a0e6-4972-b3ec-b99b6e5b0e04 · inbound
M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 725378fc-3082-48d2-aa1d-919681894adc · inbound
Rethinking Foundation Models for Medical Image Classification through a Benchmark Study on MedMNIST A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79077809-c002-4b41-9b00-bd8cb7ae0a3a · inbound
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a5f7395-0187-44b2-aabf-7bc156caa77a · inbound
MedRAX: Medical Reasoning Agent for Chest X-ray A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03e91c85-a745-4890-8d8f-e5c2a9ebe89d · inbound
Chest X-ray Foundation Model with Global and Local Representations Integration A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b93a514-a254-4ac1-8c85-34fbfb3705c0 · inbound
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 111
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee0a27ff-2d50-422b-9bd5-545603d86998 · inbound
RA-RRG: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase Extraction A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2360f96f-9874-481d-a370-04c535021463 · inbound
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39d4635b-8722-4f76-981a-b727d611bb67 · inbound
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da91735a-8b64-48e4-bac6-89d57b8ad2cb · inbound
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2ba9d0c-55df-4e8a-ab26-af54ecf64ac7 · inbound
Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81daf345-ddd9-4d5d-b2b1-463ec3df5a27 · inbound
Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd320f3f-ef8a-4a54-b302-5335c2e89c00 · inbound
Automated Structured Radiology Report Generation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a794871-ecd6-40e4-b134-8f9371aa64f6 · inbound
Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation aef1de60-bf37-4f5a-8553-d44f9e7e7987 · inbound
Region-Aware Multimodal Large Language Model via SlowFast Tokenization and Pseudo-Mask Guidance for 3D CT Report Generation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d23c3a00-2d99-414e-b8f1-16a90bcc5c20 · inbound
Leveraging the Structure of Medical Data for Improved Representation Learning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7268c637-2604-443d-ada6-dcb235686b2d · inbound
Explainable Artificial Intelligence in Biomedical Image Analysis: A Comprehensive Survey A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32d9294f-4d91-4d2c-b988-3d000bb0ed86 · inbound
RadEyeVideo: Enhancing general-domain Large Vision Language Model for chest X-ray analysis with video representations of eye gaze A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b25c5f2-95bd-43c9-af23-0c3d59d03968 · inbound
Insights into a radiology-specialised multimodal large language model with sparse autoencoders A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ccd0c8e-5f6d-4e54-85ea-1d1ff3deb98d · inbound
AURA: A Multi-Modal Medical Agent for Understanding, Reasoning & Annotation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5a3ee03-0311-49ec-879b-fd8d03963058 · inbound
CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ff48316-cf0d-4c38-b933-875eead9b60e · inbound
Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7393a998-fd24-4c4b-8182-f39766ebc816 · inbound
AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26a70aaf-1152-4d9f-afdc-694920f876b2 · inbound
A Generative Foundation Model for Chest Radiography A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbb5e2d0-5bf2-4bc4-a078-eca343dfea0f · inbound
Teaching AI Stepwise Diagnostic Reasoning with Report-Guided Chain-of-Thought Learning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2ae2297-0477-41fb-9c39-d175384f9aca · inbound
Exploring the Capabilities of Large Language Model Encoders for Image-Text Retrieval in Chest X-rays A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab635e0c-a224-4462-a07e-3ada657b3331 · inbound
RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 578fea1f-7a86-4cf2-a4d7-c3b22b82479a · inbound
Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f1e90bb-afcc-4e6e-bf29-948f7000a9ec · inbound
Resolution scaling governs DINOv3 transfer performance in chest radiograph classification A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 143d033d-3fef-4a02-bc6a-3e26f373cbcb · inbound
Explainable Cross-Disease Reasoning for Cardiovascular Risk Assessment from Low-Dose Computed Tomography A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9c4cd41-f961-4903-b1d1-67a9ffc6f77f · inbound
IMACT-CXR: An Interactive Multi-Agent Conversational Tutoring System for Chest X-Ray Interpretation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 59aca732-4f62-4175-8c19-b94b6dae9f5e · inbound
AnatomiX, an Anatomy-Aware Grounded Multimodal Large Language Model for Chest X-Ray Interpretation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e02676fd-3fa0-47be-ad3f-9de52f58ce12 · inbound
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9c5cbc9a-ce3f-429a-874a-856dd3cfa681 · inbound
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b15d33c2-6cf0-46e7-8dbd-894c410e6746 · inbound
Dental-TriageBench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 989cd699-6dfc-43e2-b908-510e6152d72c · inbound
Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ee4b77a3-020e-4475-beac-c48866885fdf · inbound
Medical Image Understanding Improves Survival Prediction via Visual Instruction Tuning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7be8c482-cff6-44ed-8eab-cb8095002187 · inbound
CXRMate-2: Structured Multimodal Temporal Embeddings and Tractable Reinforcement Learning for Clinically Acceptable Chest X-ray Radiology Report Generation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f292390f-d334-40f4-8885-a463984ab536 · inbound
CheXmix: Unified Generative Pretraining for Vision Language Models in Medical Imaging A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6c511b3d-8290-4743-b502-398a2f03e206 · inbound
CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3561ae8c-1ca2-4b20-b4d7-543df8886d0e · inbound
HalluCXR: Benchmarking and Mitigating Hallucinations in Medical Vision-Language Models for Chest Radiograph Interpretation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e998a46c-7fab-413a-bcdc-c9b225b4a27a · inbound
DDX-TRACE: A Benchmark for Medical Diagnostic Trajectories in VLMs A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 02dd9825-6396-405c-83b2-c48fcc513a72 · inbound
Mind the Tool Failures: Achieving Synergistic Tool Gains for Medical Agents A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7d3b0fd0-a797-416b-b1cb-e09d926e5702 · inbound
A Vision-language Framework for Comparative Reasoning in Radiology A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b02fb5a8-86f4-47dd-ba0b-5e78ca9cacd4 · inbound
Analyzing and Improving Fine-grained Preference Optimization in Medical LVLMs A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 977f2967-d1da-4a07-813c-dcd3d7ff87f4 · inbound
CheXpercept: A Benchmark for Evaluating Expert-Level Lesion Perception in Chest X-rays A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 865f0b0e-916f-4c33-92f9-cac28c5a3ee6 · inbound
NoduLoCC2026: Lung Nodule Localization and Classification Contest from Chest X-Ray Images A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0dfa0d70-9a3b-4d06-a255-4e925f77f650 · inbound
Harrison.Rad 1.5 Technical Report: A radiology foundation model that can draft reports from images, priors and clinical context A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 88e3936e-61b0-46bc-b415-a4f87bacabb9 · inbound
ECG-LLM: Foundation Model for ECG-Based Cardiac Reasoning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76dff016-4f40-4bf1-822b-d86446c8bb59 · inbound
Attention Without Grounding: Causal Evaluation of Visual Explanations in Medical VLMs A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a093b395-a272-4cb4-8da1-a57e4c359fca · inbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 83
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e5022ae-f457-48ef-93bf-f0c2f78613d4 · inbound
Inference-Time Agentic Decision Rules Beat Longer Evolving Search for Multi-Image Medical Reasoning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.