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Paper Citation Record · LEDGER

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation

As of 16 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2608.12904.

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

pith.paper-citation-record.v1
2608.12904 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:00:35.807237Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved12
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74802f81-024e-4f16-a846-98c0c0750a94 · outbound

This paper cites M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.740016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.740016Z digest=sha256:80b2ef838043bb91c461339f1535c0d95fc146b56a5feddfeace95ae0ea797ff

Observation fc5d6176-e409-412a-a1fa-1e5c79707994 · outbound

This paper cites Emerging Properties in Unified Multimodal Pretraining.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation Emerging Properties in Unified Multimodal Pretraining

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.756802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.756802Z digest=sha256:0c7c33e2dd71c4e309d2e5d5598abd12c3d86c76f159c604063d21ac94140fed

Observation 9fd42571-53f6-4134-bb1c-31d705c3731e · outbound

This paper cites World Models.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation World Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.767345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.767345Z digest=sha256:bdf53010c87f18625a282322c9347a773219a2ea35f60f1d88a13ae0e96870c2

Observation fe0a3da5-f650-4aed-8fbd-832cd9c4ddc9 · outbound

This paper cites an unresolved cited work.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.788068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.788068Z digest=sha256:203d759ea96ca4756e550813a327919395c6ca8119b577a01819d740131e8b1d

Observation 6ac8a848-e461-421a-9336-c9c639d6b2cc · outbound

This paper cites Med-2e3: A 2d-enhanced 3d medical multimodal large language model.arXiv preprint arXiv:2411.12783,.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation Med-2e3: A 2d-enhanced 3d medical multimodal large language model.arXiv preprint arXiv:2411.12783,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.792716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.792716Z digest=sha256:31b9c427c7b75ca088bc887573dea9412d879274755d714dfb2efe85a4dca24e

Observation 2210e5be-2e27-487e-8e4e-40f6370b3e64 · outbound

This paper cites RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.802349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.802349Z digest=sha256:d8bf33b18488fc77819d3ef17fd2786fc7004ceea60b73b906086f1391dae209

Observation 3c01473c-70af-4d58-8dc7-6889d1188567 · outbound

This paper cites increased/decreased.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation increased/decreased

Reference 14

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T21:00:36.213015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:00:35.807237Z digest=sha256:538945826274ed214c6eb7efd3c6b6bfca7db1476541133924a8c7e7fa1d1efd

Observation 7eb1281b-f481-49b8-8daa-7bb087bdd4f4 · outbound

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

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 2004

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.783191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.783191Z digest=sha256:283df013ade53b9ef76e6ce6a9a525f89d7fa4801ac77a90938da4de53532897

Observation 342cdf9f-2934-4051-8572-375c1816b315 · outbound

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

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.751304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.751304Z digest=sha256:cb0c936d9488149b4cf3b7a0abfc6bfe7a75dbb01c43bef35a9bc8b09011b095

Observation fea1b31a-ef35-40d8-8aec-3f638804bcb9 · outbound

This paper cites A World Model of Radiologist Reading for Medical Image Representation Learning.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation A World Model of Radiologist Reading for Medical Image Representation Learning

Reference 2020

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T21:00:36.084693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T21:00:35.777960Z digest=sha256:7715a28299da11a7086ca80c0462d637bb8ad5918650b13d2c866b88b1b2a738

Observation acd81ee5-257c-4f86-95f2-5689916740e1 · outbound

This paper cites GAIA-1: A Generative World Model for Autonomous Driving.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation GAIA-1: A Generative World Model for Autonomous Driving

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.773253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.773253Z digest=sha256:d780ab9defecbf79e45f7970d80b90fb2f220e7b3359b3f240a247c24cabb6c6

Observation 2de7f205-99f5-4380-b921-aadd84c3637d · outbound

This paper cites MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.797660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.797660Z digest=sha256:1bb268d94f24ed9c1929811f796416729be6a3cfc0be920e41fde633943aef01

Observation 25907c8c-1202-4941-8f3e-cef9f59b0f64 · outbound

This paper cites Qwen3-VL Technical Report.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation Qwen3-VL Technical Report

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.745988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.745988Z digest=sha256:3ecfec719c5f47cf434736332aa2b1ee6a95f787011a790c0e97c7807bf328d8

Observation 6589330e-2668-4861-94ce-e2b11e0bead1 · outbound

This paper cites Lance: Unified Multimodal Modeling by Multi-Task Synergy.

HounsWorld: A Multimodal World Model for Hidden Patient-State Readout, Reconstruction, and Simulation Lance: Unified Multimodal Modeling by Multi-Task Synergy

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-15T21:00:35.762221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:00:35.762221Z digest=sha256:b4629c191afb25723f1fdbab6817cceddfaebdd83100718541afe27cc3c5624b

Pith citing papers

No inbound Pith citation observations are available.