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Paper Citation Record · LEDGER

Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2403.08002.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2403.08002 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:42:10.359841Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T22:05:50.442462Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 93361355-6b95-4b95-a42e-3c02a810fb2e · inbound

Capabilities of Gemini Models in Medicine cites this paper.

Capabilities of Gemini Models in Medicine Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 242

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metadata mismatch
arxiv_id, observed 2026-05-15T17:13:23.039744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-15T17:13:22.759147Z digest=sha256:9f830ee82dcb5db6b0494a8e66a9f148020758bc9151424df20259ce4423e29d

Observation 38d6ae85-81c5-4703-84ee-456f651a4c1c · inbound

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding cites this paper.

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 6

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metadata mismatch
arxiv_id, observed 2026-05-17T01:09:30.479980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-17T01:09:30.360275Z digest=sha256:df76f862ef65edc7db05f5131a9c7adbff67f728a0721b5e5656de22c4f8c89d

Observation f55369bc-bade-4f8a-be9e-fe54992417dc · 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 Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 9

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verified exact
arxiv_id, observed 2026-05-23T22:05:50.445070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-23T22:03:33.418989Z digest=sha256:17aff95ea95a4cd8c666bc595647477f958f38340bbbb2406c88202d25b5f0ad

Observation f390dc87-ae89-4636-8d03-c9dabd544ad2 · inbound

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models cites this paper.

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 4

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unresolved
no resolver link, observed 2026-08-12T18:42:17.675317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T18:42:17.675317Z digest=sha256:033f33d8234dc43431b4537828278e0b7910d12b04d18a72ab7a11f44ec9881e

Observation 200eb687-5c86-45b4-981b-b2057283dde8 · inbound

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge cites this paper.

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 55

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unresolved
no resolver link, observed 2026-08-12T17:08:42.410454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T17:08:42.410454Z digest=sha256:4b0b4f826af317c3efc0f3c402e9e81de19fb74cd7acec690e1d0cee2b925507

Observation deb45ea9-9b12-4648-b2ec-ba28254566b2 · inbound

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

Libra: Leveraging Temporal Images for Biomedical Radiology Analysis Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 10

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unresolved
no resolver link, observed 2026-08-12T10:20:44.721691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T10:20:44.721691Z digest=sha256:993638536277fb0a95bed91c199a18f4add505afb0a28be9ee780bf393e1ff0b

Observation 890db9e4-4715-4036-8f53-0357fdab56b6 · inbound

MedRAX: Medical Reasoning Agent for Chest X-ray cites this paper.

MedRAX: Medical Reasoning Agent for Chest X-ray Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 16

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unresolved
no resolver link, observed 2026-08-09T11:35:32.623196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:35:32.623196Z digest=sha256:439fbd6421b6369b108fe44cb9b4fa35c9ab37156a276989d57c15fd3bf960a0

Observation df83520b-4ca8-4a2a-86b9-b3c13cd75bb6 · 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 Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-22T21:12:08.621941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation fbaf9738-299d-4da8-9d53-87f080edba2b · inbound

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

RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 6

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unresolved
no resolver link, observed 2026-08-07T15:41:30.410701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:41:30.410701Z digest=sha256:a7fb9b32a4e29eda9431ecd679ce6e035118086ef2ffc5fc10d3bfc200c2334a

Observation b71a04ea-3332-4250-b8af-00194c5dc79d · inbound

HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding cites this paper.

HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 30

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metadata mismatch
arxiv_id, observed 2026-05-19T10:47:15.109060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-19T10:44:01.880405Z digest=sha256:cef67017aac386f00f3ec34b89e1e703b6f2ad2d4d52d798f4bf7d6a9d61c686

Observation ee606e10-7a6e-45cc-9c14-52a831c96d79 · inbound

Leveraging the Structure of Medical Data for Improved Representation Learning cites this paper.

Leveraging the Structure of Medical Data for Improved Representation Learning Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 4

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unresolved
no resolver link, observed 2026-08-06T21:15:08.257114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:15:08.257114Z digest=sha256:2fa6f9cf615b5f4bb22e538eeb97a0c8ac19b3e56cd7fe734b025baeb114335c

Observation 2d732c76-d6cd-4ec6-a00f-48076bc60c2d · inbound

Clinically Grounded Agent-based Report Evaluation: An Interpretable Metric for Radiology Report Generation cites this paper.

Clinically Grounded Agent-based Report Evaluation: An Interpretable Metric for Radiology Report Generation Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 19

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unresolved
no resolver link, observed 2026-08-15T17:42:10.359841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:42:10.359841Z digest=sha256:628722ff27c2e29c5b82fc22837eb5044b47a8a4374033bbe2128eba3e20913f

Observation fb724c24-1254-4635-826a-a70319a00677 · inbound

Visual Instruction-Finetuned Language Model for Versatile Brain MR Image Tasks cites this paper.

Visual Instruction-Finetuned Language Model for Versatile Brain MR Image Tasks Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 10

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:43:15.186509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-13T20:39:11.270334Z digest=sha256:dca133a3d2b8b1fc748f7f949935d87004de345a17743388bb296583809e0847

Observation 6afaf4bc-d9ff-4d2f-a22f-afebf767f58e · inbound

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy cites this paper.

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 24

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unresolved
no resolver link, observed 2026-07-14T06:30:16.612345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T06:30:16.612345Z digest=sha256:e243601ccf518300e6e180c75114f3038f7e970791c65bc09bded1e5a924d89b

Observation 674da5b9-4994-4761-b286-9662da61ae78 · 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 Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T15:04:51.118358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T15:04:51.118358Z digest=sha256:5ee3f75794b9b565be7545eab1d4b1a968a98b5e800d249f3c62c090a936b835

Observation 88c42fd7-5d20-4f30-88bf-5cd8612a2bb4 · inbound

PDD-RRG: Posterior Diagnostic Decision for Study-level Radiology Report Generation cites this paper.

PDD-RRG: Posterior Diagnostic Decision for Study-level Radiology Report Generation Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-08T01:03:38.820645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T01:03:38.820645Z digest=sha256:87c8a7aaf38782436a59c8dbe57559a61353768ad6c7cae7333a44ce103aacaa