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Paper Citation Record · LEDGER

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

As of 23 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 2026-08-23T06:30:58.430688+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:f9e5d045fe3eab962f02818f8cc68e2d154aebc56be04345840fd15c6cc332ed

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:ed72318b251bc718d5181ff472b1ebbc4dacc20ea7213d4ebe412b520fe9cc1b

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:ac997f8808d1385fb57e6ec1cd05a6a0376c489dc63fa91c3d39ac2ccb9dd053

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=sha256:8280eb443b3a10f4d0baeb8b0257fe79a2cb576e1cf8e6a78827b526cfa6d10f

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:ad010ae3c00c46342531d970a0bb5d9ce86926161856f6525b466225a439753f

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=sha256:234944bee3c2c7f7b9ed8e27bcfab64c84d8f0cbfb174afd816ea7f2c9de62db

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:00:35.807237Z digest=sha256:d917c2acffaedcf544ba126ccd8019e68e55338bca4dcc649feafca4d83a5983

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:d6d8b5f6689662b75845681ccd0cc80f37b20dc89f68214ac9e21e3b152f9bc2

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=sha256:7ac957218a0407ad96924dd88115fdd394dc09f5d78875a28a52ff20f4e4d83a

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 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:00:35.777960Z digest=sha256:43bea43725633ffbce95579c61d5b8cdf15683aff12e8927d1c985f45e3f72ce

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=sha256:63907a25b768988fe88f7d504f396cd90a3d86c6618928b6d56ac522c244215c

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=sha256:0d35d1ad0e04c25b0bfb674045c84c3c14cbbf042c5daf8bc30bd6040960bf48

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:a4c57ae6620624f694addd10f26e613866c23ec72ba91a124c3555eacaf14440

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=sha256:00f55e08cbedd04db6980e4d07a80999799ba1e9068ad86ee362f654bd96f808

Pith citing papers

No inbound Pith citation observations are available.