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Paper Citation Record · LEDGER

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

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.

pith.paper-citation-record.v1
2401.12208 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 54 of 54 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:56:56.066419Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

24
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

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

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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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-15T23:08:21.673251Z digest=sha256:8dfc1a41be8aa2ff5c9885a39af45c9c31fc951d7912b53ca9ddc073aee119fd

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

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arxiv_id, observed 2026-05-24T04:13:52.746843Z

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No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-24T04:13:05.328492Z digest=sha256:cb5d59fd9de7724d99c66a86b032240dd90578f24c6f219fffd6ebf76e02971d

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

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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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-23T22:03:33.418989Z digest=sha256:32d924b3fa9de50d70a5872fff34dc5d31623eea4a0d9cb1f487b534d91a323e

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T14:56:56.066419Z digest=sha256:1f8b77f50a4c7bb2b9749f0d1d7569526242ce96788a13595f85213c4cb54898

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T12:11:03.419216Z digest=sha256:a7ad7ab81469522291395f80188c8430b7d8f5418eb418bac0e3fa0700700e57

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:35:32.550582Z digest=sha256:58bb6b3f3fcd553e2b3ab6855d51a48693ecb4f89e144e8521593d5ba3ed796d

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

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

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source=pdf_text observed=2026-08-08T20:10:52.338921Z digest=sha256:875fda036c9ced8cd7be3ef8499ec7aaf01332e132e32092858f6c01acdd51da

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

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

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source=pdf_text observed=2026-08-07T22:13:31.264734Z digest=sha256:e5836ed0d197532af9336e18df55570461697c38d8893fe150065c160bd4f388

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

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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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-22T21:09:07.088042Z digest=sha256:d518fce411bbaf24914d4147537c7723120f2ce50eeb22ed94e37c8b86b7bb19

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:41:30.787093Z digest=sha256:8d6f611b0a17cb9aee4a0116546a30c868ba7e63a538fb4a1246672c5dab0b2f

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

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

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source=pdf_text observed=2026-08-07T15:27:22.224494Z digest=sha256:e27fc964850f17f1f5635b316ce305c391a387b88d9066fc6090859fde005cb8

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

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

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:33:45.012023Z digest=sha256:c7f98fe3853fb9d76dceb6324f4618314674468b4d94cc4023961089db63859f

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:18:03.524986Z digest=sha256:59a9a6b3264f0083f4d12f1c6bf1c71cfde6b6d37b4842cf9c04b364c0f60fc1

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:57:02.664591Z digest=sha256:4f54c4e7142d0e07bf439c129c57480339af6daf570bcc67afa9dd7a9a24d361

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:52.246181Z digest=sha256:0b9822ac455f7966f8d31726c6ef1c31c74d061f6d1608b3d8c9db7fd4c764f5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-19T10:54:55.262180Z digest=sha256:4df17c168cef275e326af589e6ba5fb8a891bc37dd0e1ae3c15cd50a46170879

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

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

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source=pdf_text observed=2026-08-06T21:55:46.597320Z digest=sha256:15d13dedc0894fb1f37d375e9a2090e39851a16fb5037e786d70d699aac01db6

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

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

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source=arxiv_source observed=2026-08-06T21:15:08.328213Z digest=sha256:499cf2203ea1f83b4c751961a2f4d9844de999d9d0468152000610f94353abe3

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:01:14.766653Z digest=sha256:92ba426c4784f70c013d5bec6574a0b1f517f8b6a6c7f17bd0bc23624ba8d2a1

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:25.359141Z digest=sha256:91a61b35f148b142169d4a922fb6721429df3ec9a414f080b136f782c2f14818

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T16:40:41.329861Z digest=sha256:f3625d453c4e0cef9c81e9c655700eb69a3c6134530e17dbf88594421af3aec7

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:04:18.549125Z digest=sha256:3c770ba29827d4fbf96ec458865ee295dee99a68c0364aa8b76cb24055ccd8bc

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T11:00:49.826478Z digest=sha256:678a578d4c0d7b3eae53a7a17577acdbc803bf5114b3e852bfce650c02b6e9d5

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:56:49.031301Z digest=sha256:02ef3f21cede7c0f3a300910e55ae3f92a9f6806bee93d0bfc8114ace983737a

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

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

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source=pdf_text observed=2026-08-05T16:03:16.013950Z digest=sha256:004d69901cb78adb8567a6a142098e5db08d2456142b13c812acd3a3431cc35a

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:38:07.507287Z digest=sha256:99cec15716f230eaeb6cea33641c5327dda895a1cc8796dc6c7c88607fecc1d6

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:45:22.779768Z digest=sha256:36b15834eb49dfb093757927636a3ababbf777aa0ae11866116117d09e4d03a4

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:33:15.458286Z digest=sha256:79aff3b970feeb8fa8224d1f8dcdb675c1b8b6ca1e6b29b4b3806e38bf35c9a4

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-18T13:42:27.605436Z digest=sha256:72e5cdf0137d485db01eaa0be97f0cb4f521f983db66a2424e53aa3162ab5c29

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T13:51:53.644209Z digest=sha256:57f07631ba5f7acaec29838af1b504f26c2ffc9dfeefe78833c44dfa521e4f60

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

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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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-18T09:05:29.448447Z digest=sha256:be8b52ff93ff75202b3b6d2396902c603aed097c8a1f1a8d7cba9b37af30eab5

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:17:38.258982Z digest=sha256:a4801113b4a2372fa24063db5f9a6c3544603cdeace2b5f406bbf93ef8108442

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

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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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-17T20:13:43.296245Z digest=sha256:f42e8dad2be21fe344599b75a22d3651482070570020970ac49d535c2d7ba8c0

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T12:25:48.954823Z digest=sha256:a2942fd5fe1e356110fac5cb84fa77e6a670ffb62388957082a9e45988b8468a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T17:54:54.441128Z digest=sha256:a10f6c14a2ed6511c5c4785162d0d472f1300a65a30acf420db9649a2e8893d5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-21T08:52:04.531938Z digest=sha256:2a92a08e54bd8eddf6733973c98dab98b38e2ba9505c1d42840825ce2c5545fa

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-15T10:21:29.325655Z digest=sha256:9fa21932430a50f3269e9d8b5bd9df8b41dec42cf58b2a4bb76e2e2af26dd530

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-10T14:09:06.139625Z digest=sha256:dbed146b671568ef15594cf95c3bdf7f6cdb8119b0f75c18dd83c499c0cc21bf

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-10T04:37:16.531706Z digest=sha256:304bcac8c210de5279e2930f5e7a5c07454b42266189e85f7a4be040de699752

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-05-10T03:39:29.333130Z digest=sha256:9b9cf4e7630de86192d87823f550318a13b3d875c9c710ba761c780401727fef

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-08T12:22:11.995334Z digest=sha256:c24b88452e8091433ad03104309cfa9f1f629a7ddcf29d8ce0caed78b3745fbf

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-08T14:49:53.357083Z digest=sha256:e1ae3ad8f6f54c98f5a20dd68e55dc9cb003fd5fa21680bc664cefd7c2ab1139

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-21T06:37:43.679397Z digest=sha256:9cfc77bae7633cd38e424830809e12b28553e443562d4dc9d748b18352f9aef6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-25T04:53:33.343509Z digest=sha256:97bbbd3acdb02890bcd155cf594db418d428fb7b9bada95ba2fea33696eb0da6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-29T18:05:59.091231Z digest=sha256:d921ef2a3bd3fc70c04c0adb0a376fc6fecfccdeff280e8d9c94bf105a857649

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-28T01:41:36.018960Z digest=sha256:1543d8f791da5f0aa5ea4d4be30a2c91c270b4932cba5a0382d94da630678243

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-27T09:52:20.508013Z digest=sha256:31229d0bd16dde2a3833c449e1635d2ecf7d01a5861ef75ec762962dfdb7a439

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-26T15:05:13.422803Z digest=sha256:24007261d64e72e1921459f7a66deedb8ecdee79c93a142e61a91b126b8c10a3

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-06-26T14:53:04.584448Z digest=sha256:6669447de7d065471b8634e3d622de714764f78008704e685769af3666501c68

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 2026-08-11T06:34:44.6726+00:00.

source=arxiv_source observed=2026-07-08T22:06:55.065652Z digest=sha256:b3756f011d4ae78c4861c0366ffa2103a0f88d85b9362323f3f2fe49eabd353d

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.

source=pdf_text observed=2026-08-02T04:15:40.389346Z digest=sha256:225f745ef4ca9f084d9bbc3037ccda48f92018fecdbce1aeaff14a419bfd8079

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.

source=pdf_text observed=2026-08-01T15:04:54.741899Z digest=sha256:4d6a190d4136e85e363dad43f2f373052c1aeda348369a65141aacbbda1af82e

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.

source=pdf_text observed=2026-07-31T06:20:30.025041Z digest=sha256:38e6712c67dd364eca1a4382251d01ad63605c660612545466db16b5472834ea

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.

source=pdf_text observed=2026-08-01T05:38:55.229125Z digest=sha256:c78cbca45af3b8df7e3566e9a32ad4b5acb443f61812b698e870ada10341da83