Paper Citation Record · LEDGER

XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2306.07971.

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

pith.paper-citation-record.v1
2306.07971 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:21:30.524714Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T23:39:03.701530Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

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 1e6e0fea-3045-44f4-ac3e-8bec3a1f3ca5 · inbound

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models cites this paper.

Detecting and Evaluating Medical Hallucinations in Large Vision Language Models XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-23T23:58:39.540327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ace86889-3d02-4189-a76f-ac357efff186 · 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 XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-05-23T22:05:50.453053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 21b59699-d2d8-4875-b5ba-a5ab3d5952ff · inbound

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation cites this paper.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.524714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdd31bac-b73c-4aad-9b20-7fb0ac4b48fe · inbound

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

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:27.518832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cb8fdba-d477-4542-85af-bd1b85d81b5a · 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 XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:47.833804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6088796-2b28-4817-ba73-8701a11ea43c · 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 XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:02.600354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d848d80-e836-4971-9f41-5c82388a2a00 · inbound

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility cites this paper.

MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:50.836795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ae930b2-cc37-469e-ab12-0b667b359112 · 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 XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:57:16.535174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ee095e1-b6e4-4e70-ae49-a10b19e9b3e0 · inbound

LLM-driven Medical Report Generation via Communication-efficient Heterogeneous Federated Learning cites this paper.

LLM-driven Medical Report Generation via Communication-efficient Heterogeneous Federated Learning XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:34:53.468715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62e6b5ea-c7a0-43d1-b9b5-f4f40351bde3 · 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 XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:55:46.204717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e781e88-fb84-4b75-adbe-0cc25d84208c · inbound

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale cites this paper.

CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T18:55:17.684086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b8a45c8-70e4-4d71-a752-f58fb7008126 · inbound

MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation cites this paper.

MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T18:54:39.332326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 074a21c7-d2ce-4fed-b9b8-bcd3793e3f28 · inbound

MIRA: A Novel Framework for Fusing Modalities in Medical RAG cites this paper.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T18:34:25.473439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 196f8bc6-9cd3-4d50-ba35-9d041cf1c193 · inbound

MedVista3D: Vision-Language Modeling for Reducing Diagnostic Errors in 3D CT Disease Detection, Understanding and Reporting cites this paper.

MedVista3D: Vision-Language Modeling for Reducing Diagnostic Errors in 3D CT Disease Detection, Understanding and Reporting XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T10:46:07.826433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfb5a03-4664-4691-97f1-1a01b4c1bd8d · inbound

Analysis of Blood Report Images Using General Purpose Vision-Language Models cites this paper.

Analysis of Blood Report Images Using General Purpose Vision-Language Models XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:22:46.835405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 62d9140d-738c-418f-97cc-048987744f51 · inbound

Medical Report Generation: A Hierarchical Task Structure-Based Cross-Modal Causal Intervention Framework cites this paper.

Medical Report Generation: A Hierarchical Task Structure-Based Cross-Modal Causal Intervention Framework XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:45:37.009725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation affa09b4-6ab8-4638-969d-b97e69d1e793 · inbound

MEDIC-AD: Towards Medical Vision-Language Model's Clinical Intelligence cites this paper.

MEDIC-AD: Towards Medical Vision-Language Model's Clinical Intelligence XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T17:19:38.623033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fdb1e28-4fdc-45a9-bd07-bd888a017332 · 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 XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 50

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T20:43:15.189573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b9a227a-1ac3-4b8c-890f-0d793bffa3fb · inbound

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

CXR-ContraBench: Benchmarking Negated-Option Attraction in Medical VLMs XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:41:09.451674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 90ea8c7a-4d78-4249-9f92-a722ddfa12f5 · inbound

DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home cites this paper.

DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 77

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T08:05:31.523603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 70273a32-b707-4e26-9379-38407817f49f · inbound

Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification cites this paper.

Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:39:03.704431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 839ddabd-3970-486e-8259-72a58288c664 · inbound

CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement cites this paper.

CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 121

Resolution: unresolved; no resolver link, observed 2026-08-05T10:23:59.130045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.