Paper Citation Record · LEDGER

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2508.03733.

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

pith.paper-citation-record.v1
2508.03733 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:00:49.952001Z

measured 37 of 37 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 2026-05-18T00:02:24.352947Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T00:02:24.750011Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy5
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35843f41-0f25-4355-8573-185a6d312852 · outbound

This paper cites OpenAI o1 System Card.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning OpenAI o1 System Card

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.651567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11adebe6-5776-4d35-b2df-505076ef2fe6 · outbound

This paper cites Doshi, Gemini 2.5: Our most intelligent models are getting even better, Recuperado el 15 (2025).

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Doshi, Gemini 2.5: Our most intelligent models are getting even better, Recuperado el 15 (2025)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:51.162094Z

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.

Observation 841cd897-ea9b-4ae1-80c5-d1938a4f4944 · outbound

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

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.671958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ab6af2c-9676-400b-af44-5d3f91d90183 · outbound

This paper cites Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.678369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f20fcae3-56a9-4237-bcfb-37d937fab066 · outbound

This paper cites Holzinger, M.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Holzinger, M

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:51.143393Z

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.

Observation 459ea7d1-e9a7-4372-bceb-a5c5e6a3ba69 · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:51.125020Z

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.

Observation ab5f27e9-a3c4-4c11-af52-a80b935ddcf1 · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:51.105514Z

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.

Observation bafa5354-3e16-4e85-b6b6-ff72c93f45d1 · outbound

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

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 2a7ccdc6-db41-4b28-916d-05d2514193f1 · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.726201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb4a5f50-d6f3-4315-978e-cbdbfe02f87b · outbound

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

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.732799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab8911b3-b05a-4c74-8e45-0175f32debba · outbound

This paper cites CXR-Agent: Vision-language models for chest X-ray interpretation with uncertainty aware radiology reporting.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning CXR-Agent: Vision-language models for chest X-ray interpretation with uncertainty aware radiology reporting

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.742367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afa03357-b1c8-44f6-b961-96f93a0e3d42 · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:51.085329Z

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.

Observation 8dab8b1d-4496-4e22-bea0-4b2c6dac198f · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:51.054357Z

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.

Observation 7a2bf9b4-cf97-4a1e-b266-22efc8c9931e · outbound

This paper cites DeepSeek-V3 Technical Report.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning DeepSeek-V3 Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.765647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cc58757-e923-499b-a7a7-bb451ced2810 · outbound

This paper cites GPT-4o System Card.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning GPT-4o System Card

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.773198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67b2389a-d06d-445b-a313-a7fe8f0411be · outbound

This paper cites Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.780513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad0f2133-97ec-4ef4-8d06-7b2121d4fc10 · outbound

This paper cites Bluethgen, P.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Bluethgen, P

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:51.032884Z

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.

Observation efbba04b-6b63-4969-81a7-e5e405ff2c9a · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:51.013854Z

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.

Observation 1cd14e63-67fa-4254-9b49-039b89875856 · outbound

This paper cites EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.815492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5a3ee03-0311-49ec-879b-fd8d03963058 · outbound

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

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

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.826478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37c54b2-cbc8-4b19-891c-55459105d504 · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:50.992127Z

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.

Observation 72d6fad4-ec80-432a-89f7-2f877fc78af7 · outbound

This paper cites HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.842495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a394206b-0e39-40f7-87ad-60d348ebc3e9 · outbound

This paper cites Baichuan-M1: Pushing the Medical Capability of Large Language Models.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Baichuan-M1: Pushing the Medical Capability of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.851196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 838d79c5-e70d-4c68-9327-2894ef5a3381 · outbound

This paper cites Zhang, P.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Zhang, P

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.856737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9778ad4c-c324-4de3-940c-52da2ec5f6dc · outbound

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

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.866185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0db674a4-4ba7-407e-b123-209eb5139cc6 · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:50.968534Z

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.

Observation a972e2d8-3778-4ea1-a6a4-59988b75508a · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.885003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16823e9e-37e6-4fd6-b824-241ebd839c4d · outbound

This paper cites Bengio, J.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Bengio, J

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.894515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3731cf7-987d-4531-ac7b-41c2fd67d064 · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:50.934478Z

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.

Observation 311fd0bc-a2e2-4c99-a063-ab25a85973a2 · outbound

This paper cites Irvin, P.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Irvin, P

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:50.913974Z

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.

Observation 46ababea-59d8-4034-a3ea-be9abde11667 · outbound

This paper cites Demner-Fushman, M.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Demner-Fushman, M

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:00:50.891711Z

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.

Observation 1d953025-dd62-4103-89f7-1b2fb503e032 · outbound

This paper cites an unresolved cited work.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:00:50.867224Z

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.

Observation 88996a04-0b91-4c1b-a6a5-28d753ea3d9d · outbound

This paper cites Qwen2.5-VL Technical Report.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning Qwen2.5-VL Technical Report

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.933487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7698178-0f92-4868-980c-01112d5f117f · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.938953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e8e76aa-958b-4d80-92ef-d64a3930fd5f · outbound

This paper cites HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.945470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f557e566-3812-4412-939a-6c2b56657f3a · outbound

This paper cites ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.952001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b0c519bf-7e2b-42f4-a236-bdab583a2d46 · inbound

A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.

A Survey of Reinforcement Learning for Large Reasoning Models CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning

Reference 284

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:02:24.753769Z

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.