Paper Citation Record · LEDGER

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation

As of 9 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2510.21324.

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

pith.paper-citation-record.v1
2510.21324 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:22:44.599574Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T21:51:10.972744Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T21:51:40.647946Z

Reference resolution

40 of 40 outbound references displayed

verified exact0
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 22becd28-b509-4bf6-9161-a9ff16382d4a · outbound

This paper cites Interactive and explainable region-guided radiology report generation,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Interactive and explainable region-guided radiology report generation,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:39.761211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc46be75-33de-43fc-bed3-ea1dfcc3e5ff · outbound

This paper cites R2GenGPT: Radiology report generation with frozen llms,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation R2GenGPT: Radiology report generation with frozen llms,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:39.802364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec096437-6587-4927-8553-54115b832efb · outbound

This paper cites MAIRA-2: Grounded Radiology Report Generation.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MAIRA-2: Grounded Radiology Report Generation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:39.960885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4401af48-cd6a-4753-a2cd-bb7eb61baaba · outbound

This paper cites A clinically accessible small multimodal radiology model and evaluation metric for chest x-ray findings,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation A clinically accessible small multimodal radiology model and evaluation metric for chest x-ray findings,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:40.079081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74ab187f-54af-43c1-86e3-2328d0b17f4a · outbound

This paper cites Towards generalist foundation model for radiology by leveraging web-scale 2D&3D medical data,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Towards generalist foundation model for radiology by leveraging web-scale 2D&3D medical data,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:40.204332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fa557c7-59ec-4d84-ada2-22589a4125c4 · outbound

This paper cites CheXagent: Towards a foundation model for chest x-ray interpretation,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation CheXagent: Towards a foundation model for chest x-ray interpretation,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:40.351383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0274fd4-2e66-4f42-b51b-c9d11186464f · outbound

This paper cites A fully open AI foundation model applied to chest radiography,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation A fully open AI foundation model applied to chest radiography,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:40.466212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aac88c05-ba3e-4149-ad85-a7fad588e83f · outbound

This paper cites MedGemma Technical Report.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MedGemma Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:40.577556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9ddaff5-6c87-4a4c-a1f7-0a63bece30bc · outbound

This paper cites MedRAX: medical reasoning agent for chest x-ray,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MedRAX: medical reasoning agent for chest x-ray,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:40.701391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a01ee0a9-d66d-4774-bb49-ef7c2396aed6 · outbound

This paper cites MDAgents: An adaptive collaboration of LLMs for medical decision-making,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MDAgents: An adaptive collaboration of LLMs for medical decision-making,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:40.819942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cd8fe55-586f-4ae3-9cef-6b41260a1399 · outbound

This paper cites MMedAgent: Learning to use medical tools with multi- modal agent,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MMedAgent: Learning to use medical tools with multi- modal agent,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:40.939903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ec286f6-3a54-40fd-9b1d-52d3fad8efab · outbound

This paper cites Torchxrayvision: A library of chest x-ray datasets and models,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Torchxrayvision: A library of chest x-ray datasets and models,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:41.085232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da04ce67-9f6f-4bc3-ae0c-3b253c14bfc9 · outbound

This paper cites A structure-aware relation network for thoracic diseases detection and segmentation,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation A structure-aware relation network for thoracic diseases detection and segmentation,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:41.203178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f2bd967-e125-4d9c-9389-a3c6f2ea1a47 · outbound

This paper cites A generative model uses healthy and diseased image pairs for pixel-level chest x-ray pathology localization,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation A generative model uses healthy and diseased image pairs for pixel-level chest x-ray pathology localization,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:41.373515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a605dd5-848c-4517-b127-abf0aabe6ba0 · outbound

This paper cites Segment anything in medical images,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Segment anything in medical images,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:41.445648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba413608-32e0-4892-88a3-3a3f6069e111 · outbound

This paper cites Consistency conditioned memory augmented dynamic diagnosis model for medical visual question answering,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Consistency conditioned memory augmented dynamic diagnosis model for medical visual question answering,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:41.553037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17612bad-944a-4a13-a430-4637a4c67cce · outbound

This paper cites Fine-grained adaptive visual prompt for generative medical visual question answering,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Fine-grained adaptive visual prompt for generative medical visual question answering,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:41.647766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58777912-260c-41ea-a094-5d5ed6080b56 · outbound

This paper cites Token-Mixer: Bind image and text in one embedding space for medical image reporting,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Token-Mixer: Bind image and text in one embedding space for medical image reporting,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:41.761664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 318a0e16-7ae1-44b9-95ad-16077add2e19 · outbound

This paper cites LLaV A-Med: Training a large language-and-vision assis- tant for biomedicine in one day,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation LLaV A-Med: Training a large language-and-vision assis- tant for biomedicine in one day,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:41.936194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0712fe21-a71a-4481-8da3-af0f159af604 · outbound

This paper cites MedFILIP: medical fine-grained language-image pre- training,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MedFILIP: medical fine-grained language-image pre- training,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:42.098527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28e9749a-8c35-4822-aec5-7822ae24f956 · outbound

This paper cites Med-flamingo: a multimodal medical few-shot learner,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Med-flamingo: a multimodal medical few-shot learner,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:42.242030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4cf8806-0f5f-4faf-88c1-8c45c4bad0d8 · outbound

This paper cites Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:42.360893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdffb1f6-e0e6-4d5c-b77c-67c3c5ff81d2 · outbound

This paper cites A foundation model for chest x-ray interpretation with grounded reasoning via online reinforcement learning,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation A foundation model for chest x-ray interpretation with grounded reasoning via online reinforcement learning,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:42.497284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4ad39bf-fcbd-4f51-90ae-4b01c8fe0fad · outbound

This paper cites AgentMD: Empowering language agents for risk pre- diction with large-scale clinical tool learning,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation AgentMD: Empowering language agents for risk pre- diction with large-scale clinical tool learning,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:42.677745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae2e44ca-1f4c-4231-bcaf-21a758548481 · outbound

This paper cites CoD, towards an interpretable medical agent using chain of diagnosis,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation CoD, towards an interpretable medical agent using chain of diagnosis,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:42.805407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5295ba9d-17c5-45e2-b332-ec607d688e62 · outbound

This paper cites Biomni: A general-purpose biomedical ai agent,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Biomni: A general-purpose biomedical ai agent,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:42.912724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 150455cd-3497-4467-ae96-b0e34ff8334f · outbound

This paper cites MedAgents: Large language models as collaborators for zero-shot medical reasoning,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MedAgents: Large language models as collaborators for zero-shot medical reasoning,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:43.028765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65bc1b32-0959-4061-8fc7-bd508165f2fc · outbound

This paper cites ClinicalAgent: clinical trial multi-agent system with large language model-based reasoning,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation ClinicalAgent: clinical trial multi-agent system with large language model-based reasoning,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:43.156120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 774f8611-9afe-40dc-8798-07e01aa81479 · outbound

This paper cites Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:43.315896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c77515f6-3b4c-4319-b97c-3cd7a60f522f · outbound

This paper cites End-to-end agentic RAG system training for traceable diagnostic reasoning,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation End-to-end agentic RAG system training for traceable diagnostic reasoning,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:43.428072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a3e344e-760f-4173-84b6-5f2624dc5b0b · outbound

This paper cites Integration of multi-source medical data for medical diagnosis question answering,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Integration of multi-source medical data for medical diagnosis question answering,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:43.545233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49035aa1-0b68-42a1-b0a7-2a9a853bd9f0 · outbound

This paper cites MAM: Modular multi-agent framework for multi-modal medical diagnosis via role-specialized collaboration,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MAM: Modular multi-agent framework for multi-modal medical diagnosis via role-specialized collaboration,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:43.608522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2fa0b48-bb77-4b74-b9d8-f73199c7cc1c · outbound

This paper cites CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:43.677403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66669b8a-fad6-4491-b52d-69c246ab8b24 · outbound

This paper cites Patho-AgenticRAG: Towards multimodal agentic retrieval-augmented generation for pathology vlms via reinforcement learning,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Patho-AgenticRAG: Towards multimodal agentic retrieval-augmented generation for pathology vlms via reinforcement learning,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:43.793867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a5474b-8ae7-4668-a77a-7436fa93054c · outbound

This paper cites Prompt-agent-driven integration of foundation model priors for low-count pet reconstruction,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Prompt-agent-driven integration of foundation model priors for low-count pet reconstruction,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:43.938814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f047c18d-5f4f-4019-9125-e27805d634fd · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation ReAct: Synergizing reasoning and acting in language models,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:44.113667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 041ff1df-6b74-4ab8-8a88-2009b630e790 · outbound

This paper cites Interpretable medical image visual question answering via multi-modal relationship graph learning,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Interpretable medical image visual question answering via multi-modal relationship graph learning,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:44.199152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38518bd8-ebdf-49a1-84a1-e20025a00079 · outbound

This paper cites MIMIC-CXR: A large publicly available database of labeled chest radiographs,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MIMIC-CXR: A large publicly available database of labeled chest radiographs,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:44.311913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eabe2c05-5e2d-4f6e-9bbe-ed6a56e825e9 · outbound

This paper cites MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:44.488442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49040725-315c-469f-a5a2-5d0735cf03f8 · outbound

This paper cites RaTEScore: A metric for radiology report generation,.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation RaTEScore: A metric for radiology report generation,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T08:22:44.599574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f0b891a1-985c-4120-a27e-b1eeca363e54 · inbound

Multi-Modal Multi-Agent Reinforcement Learning for Radiology Report Generation cites this paper.

Multi-Modal Multi-Agent Reinforcement Learning for Radiology Report Generation CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-07-17T02:20:35.666587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.