Paper Citation Record · LEDGER

MedRAX: Medical Reasoning Agent for Chest X-ray

As of 19 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 23 inbound Pith citation observations for arXiv:2502.02673.

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

pith.paper-citation-record.v1
2502.02673 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:35:32.628236Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:54:43.174935Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T18:57:31.512075Z

Reference resolution

17 of 17 outbound references displayed

verified exact0
verified fuzzy2
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0e3c4ae6-cac7-4e5b-a48f-6021180b7595 · outbound

This paper cites N., Chen, W., Healey, E., Nuwagira, B., Ye, W., Woollard, G., Xu, M.

MedRAX: Medical Reasoning Agent for Chest X-ray N., Chen, W., Healey, E., Nuwagira, B., Ye, W., Woollard, G., Xu, M

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:35:32.898479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 90b2f3f7-6002-403e-a307-1e481c6e5e8a · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

MedRAX: Medical Reasoning Agent for Chest X-ray DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.556417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2119dfd9-629b-4460-9164-d4c9b42bc747 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

MedRAX: Medical Reasoning Agent for Chest X-ray AgentBench: Evaluating LLMs as Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.583057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb75bf10-4625-4f08-8b48-6ab623aac5be · outbound

This paper cites doi: 10.1038/s41467-024-44824-z.

MedRAX: Medical Reasoning Agent for Chest X-ray doi: 10.1038/s41467-024-44824-z

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.588336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c7d8f5c-61d1-4677-b653-e1bc6f1f97ac · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

MedRAX: Medical Reasoning Agent for Chest X-ray The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.593317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c40dfcf-1306-434a-91fa-2ac75100e506 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

MedRAX: Medical Reasoning Agent for Chest X-ray Capabilities of GPT-4 on Medical Challenge Problems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.598315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8f1d812-f95a-4be3-ac01-5917bb3161ac · outbound

This paper cites Sources, Effects and Risks of Ion- izing Radiation: UNSCEAR 2020/2021 Report, V olume I.

MedRAX: Medical Reasoning Agent for Chest X-ray Sources, Effects and Risks of Ion- izing Radiation: UNSCEAR 2020/2021 Report, V olume I

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:35:32.883698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e3aaa1f7-5cd2-4199-8826-fd1cb2217fd7 · outbound

This paper cites Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V.

MedRAX: Medical Reasoning Agent for Chest X-ray Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.608423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76753325-723c-415b-ac16-cd5a6b9c1255 · outbound

This paper cites CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning.

MedRAX: Medical Reasoning Agent for Chest X-ray CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.613363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbf4b255-af94-4f84-a0db-134bdba4a7f2 · outbound

This paper cites MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains.

MedRAX: Medical Reasoning Agent for Chest X-ray MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.618466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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

Reference 16

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9319b819-26ed-455c-a57a-9421c56f248c · outbound

This paper cites An In-depth Survey of Large Language Model-based Artificial Intelligence Agents.

MedRAX: Medical Reasoning Agent for Chest X-ray An In-depth Survey of Large Language Model-based Artificial Intelligence Agents

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.628236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e0779f-5f9a-43b3-a3b2-10d8c1a5c74b · outbound

This paper cites OpenAI o1 System Card.

MedRAX: Medical Reasoning Agent for Chest X-ray OpenAI o1 System Card

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.561620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05926f47-1593-4f79-91f0-86d0fdf4f042 · outbound

This paper cites A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation.

MedRAX: Medical Reasoning Agent for Chest X-ray A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation

Reference 2021

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T11:35:32.680865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 03edc60e-c65b-4bcc-8ece-738c2f833963 · outbound

This paper cites MMedAgent: Learning to Use Medical Tools with Multi-modal Agent.

MedRAX: Medical Reasoning Agent for Chest X-ray MMedAgent: Learning to Use Medical Tools with Multi-modal Agent

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.572486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a5f7395-0187-44b2-aabf-7bc156caa77a · outbound

This paper cites A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation.

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 9a762480-add2-4428-b8e8-33b7b2c7ea60 · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

MedRAX: Medical Reasoning Agent for Chest X-ray SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-09T11:35:32.567157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8b30a167-6e35-4ff5-b920-8e5c8bd4e800 · inbound

Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.

Large Language Model Agent: A Survey on Methodology, Applications and Challenges MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 286

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:52:10.443150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4873a015-86e6-46fa-be46-7bab05350a86 · inbound

El Agente: An Autonomous Agent for Quantum Chemistry cites this paper.

El Agente: An Autonomous Agent for Quantum Chemistry MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T00:54:43.174935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8fdb594-65f1-4fdf-8589-d717c76a6e92 · inbound

ADAgent: LLM Agent for Alzheimer's Disease Analysis with Collaborative Coordinator cites this paper.

ADAgent: LLM Agent for Alzheimer's Disease Analysis with Collaborative Coordinator MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:40.764269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 671187f6-0a4b-4b6f-9224-578bf2a6f34d · inbound

WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis cites this paper.

WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:55:34.481061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91bad642-176d-4b8e-8786-c215fe12cb9a · inbound

AURA: A Multi-Modal Medical Agent for Understanding, Reasoning & Annotation cites this paper.

AURA: A Multi-Modal Medical Agent for Understanding, Reasoning & Annotation MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:18.704418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bafa5354-3e16-4e85-b6b6-ff72c93f45d1 · 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 MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.715411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4af272-b78a-4bab-911c-95a4a1541aae · inbound

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems cites this paper.

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-15T23:21:42.355376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae7d6d54-6f89-4660-9319-9adf909c11ff · inbound

AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays cites this paper.

AT-CXR: Uncertainty-Aware Agentic Triage for Chest X-rays MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T16:03:15.975522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 782b04ae-2ac1-48e0-8cb6-0aeef8af740f · inbound

Memory in the Age of AI Agents cites this paper.

Memory in the Age of AI Agents MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 190

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T18:18:20.611129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8b0f90c-bc79-4eb8-bf70-a7a9b727e718 · inbound

MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs cites this paper.

MedXIAOHE: A Comprehensive Recipe for Building Medical MLLMs MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:56:50.329140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ac8f4032-6a50-4797-a3d0-be6e09fe0161 · inbound

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows cites this paper.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:08:21.622129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a1d01f19-c509-4d93-b8e1-06cc9fdd720d · inbound

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" cites this paper.

EchoAgent: Towards Reliable Echocardiography Interpretation with "Eyes","Hands" and "Minds" MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:25:52.776493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e8eeae3-62a1-4f4a-a24e-efcc2473a492 · inbound

Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis cites this paper.

Agentic Large Language Models for Training-Free Neuro-Radiological Image Analysis MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:27:51.887039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 61277e48-d120-4b66-a0fa-0e1fd3cb5914 · inbound

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning cites this paper.

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:23:03.826084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75f475a1-51d9-4ba5-b5db-dbdebf2dce63 · 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 MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:13:49.057377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8c77d2c6-fb20-4b34-9096-5e6e7db86600 · inbound

OralAgent: Integrating Reasoning, Tools, and Knowledge for Interactive Dental Image Analysis cites this paper.

OralAgent: Integrating Reasoning, Tools, and Knowledge for Interactive Dental Image Analysis MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T00:11:26.451809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad53961d-532a-4eee-be76-4475471e86cf · inbound

MedCTA: A Benchmark for Clinical Tool Agents cites this paper.

MedCTA: A Benchmark for Clinical Tool Agents MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:07:48.021083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 52674f10-1026-49ad-a5c3-7317969aa37c · 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 MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-04T05:59:37.395690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f4a79d45-acb7-4634-9ef5-7753247a753c · inbound

HERO: Hypothesis-Driven Evidence Retrieval from Omics for Multi-Task Breast Cancer Analysis cites this paper.

HERO: Hypothesis-Driven Evidence Retrieval from Omics for Multi-Task Breast Cancer Analysis MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T06:29:37.466383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2846e9aa-8890-4a4f-8fdc-f0d9d311c958 · inbound

CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association cites this paper.

CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-29T19:33:54.630482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4b9368b5-48f1-403c-9165-1bac4b96ac99 · inbound

TopoAgent: An Agentic Framework for Automated Topology Learning in Medical Imaging cites this paper.

TopoAgent: An Agentic Framework for Automated Topology Learning in Medical Imaging MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:34:18.688365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ef612779-010c-435f-bf1a-18e602ee2f47 · inbound

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning cites this paper.

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 127

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T18:57:31.513605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ecfd7644-39bb-4173-b156-c26164ec834f · 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 MedRAX: Medical Reasoning Agent for Chest X-ray

Reference 58

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.