A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation | Paper Citation Record

Observation 71ed8c23-5d72-4121-90c3-5dbff6ecfaa8 · inbound

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-15T23:08:21.825246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f4184161-98bf-4faa-80a2-a516e0a946fa · inbound

Data-Centric Foundation Models in Computational Healthcare: A Survey cites this paper.

Data-Centric Foundation Models in Computational Healthcare: A Survey A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-24T04:13:52.746843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+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 cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:05:50.496878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 06b80cb0-cc70-4cf4-a47e-a331c82f1c77 · inbound

Anatomy-Guided Radiology Report Generation with Pathology-Aware Regional Prompts cites this paper.

Anatomy-Guided Radiology Report Generation with Pathology-Aware Regional Prompts A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T19:24:02.703483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f412ad94-d3db-40f1-9699-3acba94707d1 · inbound

ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation cites this paper.

ReXrank: A Public Leaderboard for AI-Powered Radiology Report Generation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T14:31:59.444236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7161fe8b-a02c-4944-8428-19645cff5826 · inbound

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining cites this paper.

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T14:24:55.345322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2d50408-d07d-445b-a11e-90457be2cf18 · inbound

FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models cites this paper.

FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T11:10:30.612784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26e4ca4e-a399-4a27-aa73-700c4f64f9fa · inbound

Libra: Leveraging Temporal Images for Biomedical Radiology Analysis cites this paper.

Libra: Leveraging Temporal Images for Biomedical Radiology Analysis A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T10:20:44.747876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a34a6d4-524a-47f9-b87f-1c8cc9abb393 · inbound

Best Practices for Large Language Models in Radiology cites this paper.

Best Practices for Large Language Models in Radiology A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T04:35:59.289181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5863579e-a1e8-45aa-8fb0-26aea7071fc1 · inbound

Intelligent Control of Robotic X-ray Devices using a Language-promptable Digital Twin cites this paper.

Intelligent Control of Robotic X-ray Devices using a Language-promptable Digital Twin A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T18:22:52.579456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 707e9fd4-f98c-47f9-b8f1-cd2ebb5cf410 · inbound

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments? cites this paper.

How Well Can Modern LLMs Act as Agent Cores in Radiology Environments? A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T17:03:40.190210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f3cbfe-32e3-404e-8a67-2a25f5ac8012 · inbound

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts cites this paper.

LLM-RG4: Flexible and Factual Radiology Report Generation across Diverse Input Contexts A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T14:28:11.944628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84f1fa80-b0d5-4dda-991a-73fc1d6f216d · inbound

ReXTrust: A Model for Fine-Grained Hallucination Detection in AI-Generated Radiology Reports cites this paper.

ReXTrust: A Model for Fine-Grained Hallucination Detection in AI-Generated Radiology Reports A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:06:03.414378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 668afad2-a850-4e3c-bbd7-61f7767b7d94 · inbound

Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAG cites this paper.

Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAG A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T10:50:36.604885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 725378fc-3082-48d2-aa1d-919681894adc · inbound

Rethinking Foundation Models for Medical Image Classification through a Benchmark Study on MedMNIST cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-10T14:56:56.066419Z

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 cites this paper.

Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T12:11:03.419216Z

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 cites this paper.

MedRAX: Medical Reasoning Agent for Chest X-ray A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.550582Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-08T20:10:52.338921Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T22:13:31.264734Z

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 cites this paper.

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

Resolution: metadata mismatch; arxiv_id, observed 2026-05-22T21:12:08.656908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1e6cb07a-bf17-4c4d-b22c-6df74011c9c7 · inbound

Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models cites this paper.

Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:19:54.054240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db2a8a7a-3c56-4be6-bc6f-2c11756d2f19 · inbound

Multimodal Large Language Models for Medicine: A Comprehensive Survey cites this paper.

Multimodal Large Language Models for Medicine: A Comprehensive Survey A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 259

Resolution: unresolved; no resolver link, observed 2026-08-16T05:32:54.951954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b67a43a-c551-4120-82e2-26319a02d414 · inbound

Knowledge-Augmented Language Models Interpreting Structured Chest X-Ray Findings cites this paper.

Knowledge-Augmented Language Models Interpreting Structured Chest X-Ray Findings A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T04:16:21.565297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce01c7ef-3828-4ffc-8c17-f27d220be22b · inbound

AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation cites this paper.

AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:45:30.551869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6067c20d-78c3-4ea8-b1aa-485f289b6981 · inbound

Automated Real-time Assessment of Intracranial Hemorrhage Detection AI Using an Ensembled Monitoring Model (EMM) cites this paper.

Automated Real-time Assessment of Intracranial Hemorrhage Detection AI Using an Ensembled Monitoring Model (EMM) A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T20:52:44.428929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87499130-6926-4099-8275-68ed340eccdd · inbound

Online Iterative Self-Alignment for Radiology Report Generation cites this paper.

Online Iterative Self-Alignment for Radiology Report Generation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:49:30.478973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85a820f2-8847-43d0-a6d0-8fff59ae9741 · inbound

CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision-Language Model Benchmark for Report Error Correction cites this paper.

CorBenchX: Large-Scale Chest X-Ray Error Dataset and Vision-Language Model Benchmark for Report Error Correction A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:45:41.871279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2360f96f-9874-481d-a370-04c535021463 · inbound

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection cites this paper.

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:41:30.787093Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T15:27:22.224494Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:45.012023Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T13:18:03.524986Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:02.664591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd320f3f-ef8a-4a54-b302-5335c2e89c00 · inbound

Automated Structured Radiology Report Generation cites this paper.

Automated Structured Radiology Report Generation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:52.246181Z

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 cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:57:16.531110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 32513cdc-4303-46c6-8c3b-e6547a800465 · inbound

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review cites this paper.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T18:52:30.352368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T21:55:46.597320Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T21:15:08.328213Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T19:01:14.766653Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T18:12:25.359141Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T16:40:41.329861Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:18.549125Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.826478Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T23:56:49.031301Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-05T16:03:16.013950Z

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 cites this paper.

A Generative Foundation Model for Chest Radiography A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T10:38:07.507287Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-04T23:45:22.779768Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-04T16:33:15.458286Z

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 cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:42:38.536084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-04T13:51:53.644209Z

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 cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-18T09:06:09.123715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 143d033d-3fef-4a02-bc6a-3e26f373cbcb · inbound

Explainable Cross-Disease Reasoning for Cardiovascular Risk Assessment from Low-Dose Computed Tomography cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:38.258982Z

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 cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-17T20:15:10.570284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59aca732-4f62-4175-8c19-b94b6dae9f5e · inbound

AnatomiX, an Anatomy-Aware Grounded Multimodal Large Language Model for Chest X-Ray Interpretation cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-03T12:25:48.954823Z

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 cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:51:10.700562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c5cbc9a-ce3f-429a-874a-856dd3cfa681 · inbound

ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:54:05.841903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b15d33c2-6cf0-46e7-8dbd-894c410e6746 · inbound

Dental-TriageBench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage cites this paper.

Dental-TriageBench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T10:25:26.856334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+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 cites this paper.

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

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T14:10:28.715692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ee4b77a3-020e-4475-beac-c48866885fdf · inbound

Medical Image Understanding Improves Survival Prediction via Visual Instruction Tuning cites this paper.

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

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T12:10:23.172896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+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 cites this paper.

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

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:00:37.128672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f292390f-d334-40f4-8885-a463984ab536 · inbound

CheXmix: Unified Generative Pretraining for Vision Language Models in Medical Imaging cites this paper.

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

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:16:09.835198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6c511b3d-8290-4743-b502-398a2f03e206 · inbound

CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs cites this paper.

CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:41:09.674350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3561ae8c-1ca2-4b20-b4d7-543df8886d0e · inbound

HalluCXR: Benchmarking and Mitigating Hallucinations in Medical Vision-Language Models for Chest Radiograph Interpretation cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-21T06:39:43.807466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e998a46c-7fab-413a-bcdc-c9b225b4a27a · inbound

DDX-TRACE: A Benchmark for Medical Diagnostic Trajectories in VLMs cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:55:23.425258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02dd9825-6396-405c-83b2-c48fcc513a72 · inbound

Mind the Tool Failures: Achieving Synergistic Tool Gains for Medical Agents cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:13:49.066105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d3b0fd0-a797-416b-b1cb-e09d926e5702 · inbound

A Vision-language Framework for Comparative Reasoning in Radiology cites this paper.

A Vision-language Framework for Comparative Reasoning in Radiology A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:56:57.364862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b02fb5a8-86f4-47dd-ba0b-5e78ca9cacd4 · inbound

Analyzing and Improving Fine-grained Preference Optimization in Medical LVLMs cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:48:02.089484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 977f2967-d1da-4a07-813c-dcd3d7ff87f4 · inbound

CheXpercept: A Benchmark for Evaluating Expert-Level Lesion Perception in Chest X-rays cites this paper.

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

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:59:37.434190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 865f0b0e-916f-4c33-92f9-cac28c5a3ee6 · inbound

NoduLoCC2026: Lung Nodule Localization and Classification Contest from Chest X-Ray Images cites this paper.

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

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:09:36.637801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+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 cites this paper.

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

Resolution: verified exact; local_arxiv, observed 2026-07-08T22:15:39.397153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 88e3936e-61b0-46bc-b415-a4f87bacabb9 · inbound

ECG-LLM: Foundation Model for ECG-Based Cardiac Reasoning cites this paper.

ECG-LLM: Foundation Model for ECG-Based Cardiac Reasoning A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T04:15:40.389346Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-01T15:04:54.741899Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-07-31T06:20:30.025041Z

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 cites this paper.

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

Resolution: unresolved; no resolver link, observed 2026-08-01T05:38:55.229125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d81fa73-e927-4e43-97a3-7a5092302d5e · inbound

RadFusion: Towards Threshold-Controllable Radiology Report Generation cites this paper.

RadFusion: Towards Threshold-Controllable Radiology Report Generation A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:18.145146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers