Pith. sign in

Paper Citation Record · LEDGER

Towards World Models in Biomedical Research

As of 23 July 2026, this Paper Citation Record lists 98 of 98 outbound references and 1 inbound Pith citation observation for arXiv:2606.05925.

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

pith.paper-citation-record.v1
2606.05925 v1

Coverage vector

measured 98 of 98 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T01:38:23.602249Z

measured 99 of 99 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-22T06:31:00.163083+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-08T07:10:33.826140Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T07:14:45.226288Z

Reference resolution

98 of 98 outbound references displayed

  • verified exact19
  • verified fuzzy0
  • unresolved76
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a00cd86e-9f97-439b-a4a3-e17e8eacde16 · outbound

This paper cites Accurate structure prediction of biomolecular interactions with alphafold 3.Nature, 630(8016):493–500, 2024.

Towards World Models in Biomedical Research Accurate structure prediction of biomolecular interactions with alphafold 3.Nature, 630(8016):493–500, 2024

Reference 1

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:4ba8b4be6d10e9b161d821cd24a6dded4047f6da6ce0830bc894edda51be5688

Observation 4c8accc0-da45-461d-b950-c4d7e14458dd · outbound

This paper cites GPT-4 Technical Report.

Towards World Models in Biomedical Research GPT-4 Technical Report

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.725412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:9dc7015f38f993715e9b99f28fccb62b411186d368846afd25e695213e28eda0

Observation d76cb522-77b1-4067-b43b-85e3357ca35d · outbound

This paper cites Physics- informed machine learning in biomedical science and engineering.Annual Review of Biomedical Engineering, 28(1):309–336, 2026.

Towards World Models in Biomedical Research Physics- informed machine learning in biomedical science and engineering.Annual Review of Biomedical Engineering, 28(1):309–336, 2026

Reference 3

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:095477e531dc0a7e6ae905ca98a3ee9ea560823643b509078a3de8f4aa68933c

Observation b427bc85-72c1-4d29-a613-e99ba871e784 · outbound

This paper cites Bridging ai and biology: Foundation models meet human physiology and disease.Med, 7(1), 2026.

Towards World Models in Biomedical Research Bridging ai and biology: Foundation models meet human physiology and disease.Med, 7(1), 2026

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:ca9177595c5d7f47282c2e76b1b79b3b0cbbc2024cb73a595965e2f3356b23ca

Observation 48941fb0-e78a-4a7d-a315-a8baa1d80947 · outbound

This paper cites Multivi: deep generative model for the integration of multimodal data.Nature methods, 20(8):1222–1231, 2023.

Towards World Models in Biomedical Research Multivi: deep generative model for the integration of multimodal data.Nature methods, 20(8):1222–1231, 2023

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:62146c8d0543874051139d32ee01f59721bfa55ce76310d31045218967e67fc6

Observation 95ac0a2e-329e-4da0-a116-801b352d7377 · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Towards World Models in Biomedical Research V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.728024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:c2f3737a83a2f27cdc57ac097733a0145e0f03c334d96ee436584be487e8b589

Observation fcb7d4a0-3691-4dac-9ae0-4035405f6829 · outbound

This paper cites Artificial intelligence virtual organoids (aivos).Bioactive Materials, 59:45–68, 2026.

Towards World Models in Biomedical Research Artificial intelligence virtual organoids (aivos).Bioactive Materials, 59:45–68, 2026

Reference 7

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:7982fad7fffe8658996e96041f9d037cedbb05c959383a930868214c4e5ef943

Observation b04340c3-cfde-45d4-b9ca-103d8d811445 · outbound

This paper cites Navigation world models.

Towards World Models in Biomedical Research Navigation world models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:0d934badb3053fd4ec2ea90bb280108ebfd1143ef6424d3ac08536c35eb356e4

Observation b89abe63-63f8-4392-a753-804dcda804f0 · outbound

This paper cites The role of dynamic conformational ensembles in biomolecular recognition.Nature chemical biology, 5(11):789–796, 2009.

Towards World Models in Biomedical Research The role of dynamic conformational ensembles in biomolecular recognition.Nature chemical biology, 5(11):789–796, 2009

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:6fffd9bab64f8fad93a8e762187194413946a4800bc6948a9795d51257c3de16

Observation dae1dc4d-5d75-4cf5-acc2-e9cc4795481b · outbound

This paper cites Autonomous chemical research with large language models.Nature, 624(7992):570–578, 2023.

Towards World Models in Biomedical Research Autonomous chemical research with large language models.Nature, 624(7992):570–578, 2023

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:f702a1ba0f41875485c359efbbb30eb391d2f4faff505bb1af1648bb485ee05f

Observation c1500937-7298-43fc-ba7f-417929366b18 · outbound

This paper cites Genie: Generative interactive environments.

Towards World Models in Biomedical Research Genie: Generative interactive environments

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:be2e9d313a8315756bd9dbe8cc504be4fd96b5e59f139c6bd6cc436196f177ca

Observation ad2f95b9-cd0f-44b5-a21a-354c8e48ea2f · outbound

This paper cites How to build the virtual cell with artificial intelligence: Priorities and opportunities.Cell, 187(25):7045–7063, 2024.

Towards World Models in Biomedical Research How to build the virtual cell with artificial intelligence: Priorities and opportunities.Cell, 187(25):7045–7063, 2024

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:f79b163155717019e3f8d48749b9377c0582a483cfdcec376f505def2276495e

Observation 8751cbc9-5fbc-488d-aff6-19cc71d6ba35 · outbound

This paper cites arXiv:2511.01775 (2025).

Towards World Models in Biomedical Research arXiv:2511.01775 (2025)

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T12:56:57.722711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:67bf22caeb1bb94b4b471740d5520071aba1e59dbca6b271b2663f4ddb14b6f4

Observation 120d039e-4760-4d60-92df-fdce114e32ce · outbound

This paper cites an unresolved cited work.

Towards World Models in Biomedical Research Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:44c79f3ab8d30761807289546f8407e26623e08188d3259dc10907fbfb0e8cf5

Observation 14ac69f4-d47a-416f-8b87-77f331f39599 · outbound

This paper cites Towards building a world model to simulate perturbation-induced cellular dynamics by alphacell.bioRxiv, pages 2026–03, 2026.

Towards World Models in Biomedical Research Towards building a world model to simulate perturbation-induced cellular dynamics by alphacell.bioRxiv, pages 2026–03, 2026

Reference 15

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:0226b2356186e6d9d5b07d4df6625a790de4ce2dbd0f70b8b1c85a06420826be

Observation c4806245-30ec-4d06-be5c-2581781156b0 · outbound

This paper cites Whatever next? predictive brains, situated agents, and the future of cognitive science.Behavioral and brain sciences, 36(3):181–204, 2013.

Towards World Models in Biomedical Research Whatever next? predictive brains, situated agents, and the future of cognitive science.Behavioral and brain sciences, 36(3):181–204, 2013

Reference 16

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:f128f1e2e138a5cbe97b761a1d2e22ec57e60caed7886d0da1de5d46e7883aab

Observation db884beb-cc5a-4798-b374-b9cbcbe163a6 · outbound

This paper cites Modeling development and disease with organoids.Cell, 165(7):1586–1597, 2016.

Towards World Models in Biomedical Research Modeling development and disease with organoids.Cell, 165(7):1586–1597, 2016

Reference 17

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:53a7d87bcc74d4b09629822d9d20675e473a6684586a4026c4da2f8930cacbeb

Observation 2720fc73-13e8-4077-b380-d7237af11295 · outbound

This paper cites The drug–target residence time model: a 10-year retrospective.Nature Reviews Drug Discovery, 15(2):87–95, 2016.

Towards World Models in Biomedical Research The drug–target residence time model: a 10-year retrospective.Nature Reviews Drug Discovery, 15(2):87–95, 2016

Reference 18

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:6ec87dbe8b8fcb8004dcc96b89c561d404b09b07fb15d73582907fe48a3e763d

Observation e978d3fb-1489-4a81-8ce0-3e20672f3b73 · outbound

This paper cites CUP Archive, 1967.

Towards World Models in Biomedical Research CUP Archive, 1967

Reference 19

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:3ca6273a9f9001b257e5de646ea01929d27ff9c793f8b715084d08d586a750b2

Observation d3eead6a-5521-4111-8458-a63686cae244 · outbound

This paper cites Towards multimodal foundation models in molecular cell biology.Nature, 640(8059):623–633, 2025.

Towards World Models in Biomedical Research Towards multimodal foundation models in molecular cell biology.Nature, 640(8059):623–633, 2025

Reference 20

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:4e71deb5f608e21bd1c669c599c3ba00cff56e38195392a30e54f3cfc2087d16

Observation a0003b21-071d-4d01-bb74-938eee15280c · outbound

This paper cites scgpt: toward building a foundation model for single-cell multi-omics using generative ai.

Towards World Models in Biomedical Research scgpt: toward building a foundation model for single-cell multi-omics using generative ai

Reference 21

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:d700593658adbc5dbc4380ca1203c45a3b6a1217784a5c585d3d0239b0409615

Observation 19cd0383-b2ef-4f1b-8092-2de6594eadd3 · outbound

This paper cites CLARITY: Medical World Model for Guiding Treatment Decisions by Modeling Context-Aware Disease Trajectories in Latent Space.

Towards World Models in Biomedical Research CLARITY: Medical World Model for Guiding Treatment Decisions by Modeling Context-Aware Disease Trajectories in Latent Space

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-07-07T04:17:57.767699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:717ddb108eada6d0e4d6e554c6e527d33bab60075f46ff7e2752666949fa3c5a

Observation 0ac36ace-a20a-4122-a376-e0ca18be1fa1 · outbound

This paper cites Learning universal policies via text-guided video generation.Advances in neural information processing systems, 36:9156–9172, 2023.

Towards World Models in Biomedical Research Learning universal policies via text-guided video generation.Advances in neural information processing systems, 36:9156–9172, 2023

Reference 23

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:2eb92d282777055414fb487ccfa05b3de4bb6e6a4e51ff9c86bb99d3ba680e6e

Observation 53bfce99-05c8-4c32-ae8c-f718d5a09cbf · outbound

This paper cites The free-energy principle: a unified brain theory?Nature reviews neuroscience, 11(2):127–138, 2010.

Towards World Models in Biomedical Research The free-energy principle: a unified brain theory?Nature reviews neuroscience, 11(2):127–138, 2010

Reference 24

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:ae252f5b4e4b0f9b84e2f5091c61fb89ef231d174fd9d94d4a55be1765a9617a

Observation 51dbb21e-c40f-4739-87ec-3b60639f355f · outbound

This paper cites Empow- ering biomedical discovery with ai agents.Cell, 187(22):6125–6151, 2024.

Towards World Models in Biomedical Research Empow- ering biomedical discovery with ai agents.Cell, 187(22):6125–6151, 2024

Reference 25

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:d78060d87e4e5a5cc10f1540c1fcaace9b21a04d3c3cd3b63fa7137debb18b52

Observation 6c132f09-df5b-4cfa-8e5c-edc68a1b6669 · outbound

This paper cites Joint probabilistic modeling of single-cell multi-omic data with totalvi.Nature methods, 18(3):272–282, 2021.

Towards World Models in Biomedical Research Joint probabilistic modeling of single-cell multi-omic data with totalvi.Nature methods, 18(3):272–282, 2021

Reference 26

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:95fc2689def2c7a953988475271f772b95acd3cf52661654b376a49f98169594

Observation e6b65521-72a1-46d1-9c53-de3965765ed3 · outbound

This paper cites Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents.

Towards World Models in Biomedical Research Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-02T13:06:58.851977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:fc1eae47a0d67b004afa55d9999b6281bd0b5e08d42c043733ac525597d63c14

Observation c81f71dd-7374-4d38-8678-1b890c0ac601 · outbound

This paper cites Computer-using world model.

Towards World Models in Biomedical Research Computer-using world model

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-07-02T13:06:58.857096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:aad02113d6a50e338a990c376ee70ae0d66a7e4873fafdb6c7172d6109262882

Observation 34fd4d11-478d-43ac-a3d3-6a443a2de66f · outbound

This paper cites Protein allostery and conformational dynamics.Chemical reviews, 116(11):6503–6515, 2016.

Towards World Models in Biomedical Research Protein allostery and conformational dynamics.Chemical reviews, 116(11):6503–6515, 2016

Reference 29

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:bee7c0530547b88fb0a7ce39959d9e36d9f65d38d93168309661476e181766c2

Observation 26f37b46-59a4-4314-affb-2b794ec84fb2 · outbound

This paper cites World Models.

Towards World Models in Biomedical Research World Models

Reference 30

Resolution
metadata mismatch
local_arxiv, observed 2026-07-02T12:56:57.716782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:0f25c15a68e211229ab4454fcf3679d62c7958be6d38e68f51e5cbad1d1db01d

Observation 3d70d44d-1aed-475a-9ff8-030797779095 · outbound

This paper cites Learning latent dynamics for planning from pixels.

Towards World Models in Biomedical Research Learning latent dynamics for planning from pixels

Reference 31

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:fb7a8eff0e6b19ea701f911582f16df0dbd9b283039f88672c40caed923053b5

Observation ded90007-2dc0-4aa2-b07c-05cf7b9b256e · outbound

This paper cites Training Agents Inside of Scalable World Models.

Towards World Models in Biomedical Research Training Agents Inside of Scalable World Models

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.722210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:bab2a00a3ba06819336696da1768b339eedf0852bdf7a425bfafb2aa08042fc0

Observation 6451ce9e-c194-466f-988b-d5f8cb4275f0 · outbound

This paper cites Td-mpc2: Scalable, robust world models for continuous control.

Towards World Models in Biomedical Research Td-mpc2: Scalable, robust world models for continuous control

Reference 33

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:ff2219d2fb7ab95b8c8cf7bd9079430bfb655effacea57ee9590b73cdaaa07c6

Observation 19d55d1a-65b4-4ad1-be46-34843338aa4b · outbound

This paper cites arXiv:2512.23162 (2025) 10 Authors Suppressed Due to Excessive Length.

Towards World Models in Biomedical Research arXiv:2512.23162 (2025) 10 Authors Suppressed Due to Excessive Length

Reference 34

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T12:56:57.708547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:8e200554a829fa44e9001f285b2a1a59bd79b569010c64b2338265ac59790771

Observation e79befbc-b027-459e-910e-8bb15e20b45e · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Towards World Models in Biomedical Research Distilling the Knowledge in a Neural Network

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.708487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:7fb0c3cc68f34667767e57d995b6af95ae50738c75bd80df79fec7f3dbcaa536

Observation 6e0b2466-7016-405a-952d-75d49e359e50 · outbound

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

Towards World Models in Biomedical Research GAIA-1: A Generative World Model for Autonomous Driving

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.714169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:26df7b9bca2a9e23b90250e0cc77b00e03a4462b3fa246075ee30a1f73a9b800

Observation 24e9c601-f141-4262-b3e9-1290f8016dfb · outbound

This paper cites Lora: Low-rank adaptation of large language models.Iclr, 1(2):3, 2022.

Towards World Models in Biomedical Research Lora: Low-rank adaptation of large language models.Iclr, 1(2):3, 2022

Reference 37

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:30b70f0664103930921008944d73af410f8bb948b9500f89b417e193bc559a34

Observation 0ac9c7f5-480c-4468-81e8-6d282659bf0e · outbound

This paper cites Med-cdiff: Conditional medical image generation with diffusion models.

Towards World Models in Biomedical Research Med-cdiff: Conditional medical image generation with diffusion models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:ac19ff69344145383f7b52abba0c95c2970a206133c47b793de53b6b89d16f28

Observation ca10a560-adbe-4d04-bbb9-afa3e7e59623 · outbound

This paper cites Highly accurate protein structure prediction with alphafold.nature, 596(7873):583–589, 2021.

Towards World Models in Biomedical Research Highly accurate protein structure prediction with alphafold.nature, 596(7873):583–589, 2021

Reference 39

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:14ab68b4b0da3e518034c8409cbf5045fd5986061a07054ddeadeb275fe89c39

Observation c8147cb6-7f6e-4369-8098-13521ab024c5 · outbound

This paper cites Auto-Encoding Variational Bayes.

Towards World Models in Biomedical Research Auto-Encoding Variational Bayes

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.706036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:aa9de0c8bbf7d63c7139c200894d720a49b68aea963d5841262f29bc7d6f412f

Observation aaebbef6-5678-47b2-932b-adc01bf88fbc · outbound

This paper cites Surgical vision world model.

Towards World Models in Biomedical Research Surgical vision world model

Reference 41

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:046422641941e079784f4bf45b48e547cda49a533e41f5dd96af13c15486c203

Observation 5faa86af-7dad-433a-9451-ecfeb921b3c3 · outbound

This paper cites Digital twins in medicine.Nature computational science, 4(3):184–191, 2024.

Towards World Models in Biomedical Research Digital twins in medicine.Nature computational science, 4(3):184–191, 2024

Reference 42

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:48999066fe18ad8d8f8428c0502f520bdc21f158150d38648040ec73c7e1cfa0

Observation 2171bd44-1ed7-4788-a707-95df4b218f39 · outbound

This paper cites A path towards autonomous machine intelligence version 0.9.

Towards World Models in Biomedical Research A path towards autonomous machine intelligence version 0.9

Reference 43

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:61e3b862ec792b7b910a1412795b97dc53ef1b1fcd290472a5d84ba6c1188677

Observation 74d98a39-ccd3-4b67-9245-c3b655b440d4 · outbound

This paper cites A review of applications in federated learning.

Towards World Models in Biomedical Research A review of applications in federated learning

Reference 44

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:d260641a69ca5d37b3e43a9830dd0cf0c3944a47c2e85639ccbd599735a0081a

Observation 20e0d167-4a20-4e09-b7cf-f80f81c90e2a · outbound

This paper cites Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.

Towards World Models in Biomedical Research Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.698430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:c9cd897205aa84dcb6d0a4f9eb58c7e2bbfe62aaec33aceac70db37f85a5b007

Observation f637b6c8-0f83-46f9-9be2-0ada46c97254 · outbound

This paper cites DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators.

Towards World Models in Biomedical Research DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.701276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:4727c645d920bb94e6f1bd5a14ef0f15418652904c9f26392b2d33cec680cd87

Observation f21f02b2-f540-45c9-9792-69cdec569434 · outbound

This paper cites A clinical environment simulator for dynamic ai evaluation.Nature medicine, pages 1–8, 2026.

Towards World Models in Biomedical Research A clinical environment simulator for dynamic ai evaluation.Nature medicine, pages 1–8, 2026

Reference 47

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:a554d7759486f7710f9c19da85db04f98ed369346d62822a811ce629d06e5a9c

Observation 6730a1b2-12bf-4faf-8acd-d3c0269386b5 · outbound

This paper cites LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels.

Towards World Models in Biomedical Research LeWorldModel: Stable End-to-End Joint-Embedding Predictive Architecture from Pixels

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.703758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:6e7cfecd31da10f26e5981657575b52ccd1f5087e095cb48ccbf3270241cd9e4

Observation f7bb7b39-ea86-4dc5-9a08-61208c226fc2 · outbound

This paper cites Surgical 15 data science for next-generation interventions.Nature Biomedical Engineering, 1(9):691–696, 2017.

Towards World Models in Biomedical Research Surgical 15 data science for next-generation interventions.Nature Biomedical Engineering, 1(9):691–696, 2017

Reference 49

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:e251ad78b1ede8549a03326109f24c351cb276d834ecd4beb0f32ba698606012

Observation 6aecf506-45f9-48a1-854f-a6c46f89588f · outbound

This paper cites Transformers are Sample-Efficient World Models.

Towards World Models in Biomedical Research Transformers are Sample-Efficient World Models

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-07-02T12:56:57.716932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:05dce153d49bf72f410fdfc10a588f8ce204ee3e245406621d792018a557b03b

Observation c10a2b96-e37f-4243-a9b8-3e6a995d904c · outbound

This paper cites Nerf: Representing scenes as neural radiance fields for view synthesis.

Towards World Models in Biomedical Research Nerf: Representing scenes as neural radiance fields for view synthesis

Reference 51

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:a43bf883643b6e72060bc6e9a42d814a41151bfcd8901841f4149d492da2a897

Observation 04d390b3-aa68-460c-8de1-da5230cb43e6 · outbound

This paper cites Foundation models for generalist medical artificial intelligence.Nature, 616(7956):259–265, 2023.

Towards World Models in Biomedical Research Foundation models for generalist medical artificial intelligence.Nature, 616(7956):259–265, 2023

Reference 52

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:3e102f88cb6d818d6d063f296d8b3d2587e78d6faa18382982aa9e9ffffc5ce4

Observation 6af1b307-d528-45d4-964d-7bf78bba0561 · outbound

This paper cites A machine learning model to predict hepatocellular carcinoma response to transcatheter arterial chemoembolization.

Towards World Models in Biomedical Research A machine learning model to predict hepatocellular carcinoma response to transcatheter arterial chemoembolization

Reference 53

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:04ea2804155be1e11304115322c792797d9c20cb517a2dcc740566473ceb749f

Observation 52f2c5cc-be04-4ef9-b00e-a677e3672a72 · outbound

This paper cites The ensemble nature of allostery.Nature, 508(7496):331–339, 2014.

Towards World Models in Biomedical Research The ensemble nature of allostery.Nature, 508(7496):331–339, 2014

Reference 54

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:16eb17b43cf068cd6071c714bdb40380fa8664c52e0386aa1603137b37feff9b

Observation e2d2f253-c8ad-42cc-9a8c-6b57155fab12 · outbound

This paper cites Cell-based computational models of organoids: A systematic review.Cells, 15(2):177, 2026.

Towards World Models in Biomedical Research Cell-based computational models of organoids: A systematic review.Cells, 15(2):177, 2026

Reference 55

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:b7623006296ea882c9a65fa95367cbcc0869377907d336a982d7038d9d490401

Observation 159955d2-ba04-4363-a16a-0a997d72006a · outbound

This paper cites Scalable diffusion models with transformers.

Towards World Models in Biomedical Research Scalable diffusion models with transformers

Reference 56

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:1bc2d941f9822ab52c6fe459a8c4b10c5acc2fc4f1c20cb3409ca51692788d34

Observation 9b8563d5-1379-4673-b28a-41e90a1cc694 · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

Towards World Models in Biomedical Research Movie Gen: A Cast of Media Foundation Models

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-07-02T12:56:57.724812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:fba31cd9afd6c65025fdf8d3c047235cec19cad375af464d05630e716d6fd53a

Observation de0efcca-4c35-4479-b1d3-6cb87258123c · outbound

This paper cites Use of linear programming methods for synthesizing sampled-data automatic systems.Automn.

Towards World Models in Biomedical Research Use of linear programming methods for synthesizing sampled-data automatic systems.Automn

Reference 58

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:1e483287f9b40cb5bf1be1e668b9e98172c5efb2646cfe8265da2136d789ca6b

Observation 70412f70-553e-415c-a0e6-8ce79ef705e9 · outbound

This paper cites Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019.

Towards World Models in Biomedical Research Language models are unsupervised multitask learners.OpenAI blog, 1(8):9, 2019

Reference 59

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:f16acb884f84d0c6183a51ea44509bd87af5b1ba6f9987e719c602b6e9d309bc

Observation 41dc381f-5aa3-4b70-9b96-6e4da8331c37 · outbound

This paper cites Ai in health and medicine.

Towards World Models in Biomedical Research Ai in health and medicine

Reference 60

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:e279f2ffeea9b9915e2ea122537a14f15d0e121e920e1e4cd9f1ec13adbb4157

Observation 2c80c1d9-a512-47a9-b74d-25e3b087f3a4 · outbound

This paper cites Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.Nature neuroscience, 2(1):79–87, 1999.

Towards World Models in Biomedical Research Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.Nature neuroscience, 2(1):79–87, 1999

Reference 61

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:006b85d5dd85b5dbfbcc2f47e8f9df8343f107c1e6349393103ba78210e18e43

Observation 2f7bf18f-2b7f-4346-8d04-851a67ed88d0 · outbound

This paper cites Self-driving laboratories to au- tonomously navigate the protein fitness landscape.Nature chemical engineering, 1(1):97–107, 2024.

Towards World Models in Biomedical Research Self-driving laboratories to au- tonomously navigate the protein fitness landscape.Nature chemical engineering, 1(1):97–107, 2024

Reference 62

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:6a9b5539c17283e7bf91392e596df7c1f4a06edbb63351409543cf9e16138e9f

Observation c668e0ba-e1a3-4140-9ec6-704c59328428 · outbound

This paper cites Industrial applications of model based predictive control.Automatica, 29(5):1251–1274, 1993.

Towards World Models in Biomedical Research Industrial applications of model based predictive control.Automatica, 29(5):1251–1274, 1993

Reference 63

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:d8a37c2d9ca5353605d740121db34aa2d63dc19d2ec23d1241ce8e40cf4dba12

Observation 06dcc63b-c803-4e91-938c-68e23c4aa5e7 · outbound

This paper cites High- resolution image synthesis with latent diffusion models.

Towards World Models in Biomedical Research High- resolution image synthesis with latent diffusion models

Reference 64

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:49823486bbf5beaaa7615a47f943c2c3c4e53a3850678323d9b7958948f7aa9f

Observation 5da8da81-7d4c-46f5-affd-f1f9a64d9505 · outbound

This paper cites Biodiscoveryagent: An ai agent for designing genetic perturbation experiments.

Towards World Models in Biomedical Research Biodiscoveryagent: An ai agent for designing genetic perturbation experiments

Reference 65

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:566f2ce4b23663d64dcff5028c837d8f55cc5b93ac89b335461aaba4bd723fb9

Observation fc0a0c3c-597d-481e-be09-2971dea64b45 · outbound

This paper cites Medical digital twins: enabling precision medicine and medical artificial intelligence.The Lancet Digital Health, 7(7), 2025.

Towards World Models in Biomedical Research Medical digital twins: enabling precision medicine and medical artificial intelligence.The Lancet Digital Health, 7(7), 2025

Reference 66

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:a0a26e4290f65e29f605ba9e6d6c19c779d6610d02b2287da5211e36a0b03e17

Observation e122dce5-4af8-4f4d-ab95-e490d1ea5175 · outbound

This paper cites Learning the natural his- tory of human disease with generative transformers.Nature, 647(8088):248–256, 2025.

Towards World Models in Biomedical Research Learning the natural his- tory of human disease with generative transformers.Nature, 647(8088):248–256, 2025

Reference 67

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:3b4ad071e819622ecdd6f5b30bc0848e94bb4c99e2411248de47a014d8d6c997

Observation f51e02bb-c7aa-46d3-a6b3-edbd78cb5193 · outbound

This paper cites DINOv3.

Towards World Models in Biomedical Research DINOv3

Reference 68

Resolution
verified exact
local_arxiv, observed 2026-07-02T13:06:58.866384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:ca57309e314fd35c929b40099d0cc7ac68c84a37dcf77c2221986dba755ec4fc

Observation 40c0aa6e-e610-4ac2-80bf-4aa0c9f739a6 · outbound

This paper cites Learning from reward-free offline data: A case for planning with latent dynamics models.Advances in Neural Information Processing Systems, 38:43905–43941, 2026.

Towards World Models in Biomedical Research Learning from reward-free offline data: A case for planning with latent dynamics models.Advances in Neural Information Processing Systems, 38:43905–43941, 2026

Reference 69

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:1af825afbfd0669e894a9e590f2a98b208088cdb257d7c15331ec99e29ceed45

Observation e2afc7bf-62f4-4146-8312-4c7e5a305daa · outbound

This paper cites Simultaneous epitope and transcriptome measurement in single cells.Nature methods, 14(9):865–868, 2017.

Towards World Models in Biomedical Research Simultaneous epitope and transcriptome measurement in single cells.Nature methods, 14(9):865–868, 2017

Reference 70

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:3c28df026014faaaca65aff3584bf018189b66c83e5f86f853a4a00a863af6d6

Observation 22c7eab8-36e7-4ac6-87a4-cd317c20d170 · outbound

This paper cites Uk biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age.PLoS medicine, 12(3):e1001779, 2015.

Towards World Models in Biomedical Research Uk biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age.PLoS medicine, 12(3):e1001779, 2015

Reference 71

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:4f2c76f5f5bf30d7f6a87c3e5733bfcbd2692995d6fab5c91c9dd71f838a3683

Observation d345e312-751b-4ec9-ab74-2c2f44980f1f · outbound

This paper cites MIT press Cambridge, 1998.

Towards World Models in Biomedical Research MIT press Cambridge, 1998

Reference 72

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:bcad2201fcffc39d5473fb5c455e98786f1036f71f577cac2a636e2db2a15f1d

Observation 4ce79e43-8c00-4e6b-85a8-b5b889d5dc8d · outbound

This paper cites The virtual lab of ai agents designs new sars-cov-2 nanobodies.Nature, 646(8085):716–723, 2025.

Towards World Models in Biomedical Research The virtual lab of ai agents designs new sars-cov-2 nanobodies.Nature, 646(8085):716–723, 2025

Reference 73

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:6f471cd7c088a9defea6c3a6ec4053cb0f4946a75d828c9c5eee4c2ebbad5b24

Observation 034df1da-d5c5-42d5-add1-8d1849302a3e · outbound

This paper cites An autonomous laboratory for the accelerated synthesis of inorganic materials.Nature, 624(7990):86, 2023.

Towards World Models in Biomedical Research An autonomous laboratory for the accelerated synthesis of inorganic materials.Nature, 624(7990):86, 2023

Reference 74

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:950ad740fb425b6bfe747bd5496d78b2646136e5cc90e3e8315def302727d1b3

Observation f14a9d6a-c1c0-4d9f-8df2-e337de78be3a · outbound

This paper cites an unresolved cited work.

Towards World Models in Biomedical Research Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:f0d893ef642ff55bf4a46481fc2cc07bdabbff16be2204ee20bd57336f0e2a3f

Observation 0b1f9b76-8595-47af-896f-c42e1292829e · outbound

This paper cites Large language models in medicine.Nature medicine, 29(8):1930–1940, 2023.

Towards World Models in Biomedical Research Large language models in medicine.Nature medicine, 29(8):1930–1940, 2023

Reference 76

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:f6f1279e726dc34100269bbe0181429b374b7a5483ca1a2795834f8c1fe7a145

Observation 747319e1-b626-49af-8433-6b1ebd8d6d0c · outbound

This paper cites Neural discrete representation learning.Advances in neural information processing systems, 30, 2017.

Towards World Models in Biomedical Research Neural discrete representation learning.Advances in neural information processing systems, 30, 2017

Reference 77

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:3159a12bfc8ff420da3aa687191aedd54147db55c87b8036cde43fd0ae30594b

Observation 1e8a8500-d7f3-477d-9fb0-b25f2f4b47a7 · outbound

This paper cites Optimized glycemic control of type 2 diabetes with reinforcement learning: a proof-of-concept trial.Nature Medicine, 29(10):2633– 2642, 2023.

Towards World Models in Biomedical Research Optimized glycemic control of type 2 diabetes with reinforcement learning: a proof-of-concept trial.Nature Medicine, 29(10):2633– 2642, 2023

Reference 78

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:1b908bead446d18e82f18eaeb7564a8dfbd170337caa3d114a7b8cfe37e8ae6c

Observation dc7a55bb-953a-4130-8638-59feef60d851 · outbound

This paper cites Foundation model for endoscopy video analysis via large-scale self-supervised pre-train.

Towards World Models in Biomedical Research Foundation model for endoscopy video analysis via large-scale self-supervised pre-train

Reference 79

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:cd1126ee29a8e6f4930d8b50bf342dd48bb352ba24a87c03d42118b5313f753d

Observation 860efe5a-f724-4e93-8a0b-6e9f70ebdeb6 · outbound

This paper cites De novo design of protein structure and function with rfdiffusion.Nature, 620(7976):1089–1100, 2023.

Towards World Models in Biomedical Research De novo design of protein structure and function with rfdiffusion.Nature, 620(7976):1089–1100, 2023

Reference 80

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:a1991333f4612a6de0292dfc6b96a98ea782d1f2074dae520a71ce2c7f6ca095

Observation 8020798a-fd82-42d9-82e0-bffb46038751 · outbound

This paper cites Allostery in its many disguises: from theory to applications.Structure, 27(4):566–578, 2019.

Towards World Models in Biomedical Research Allostery in its many disguises: from theory to applications.Structure, 27(4):566–578, 2019

Reference 81

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:dd0c7f42bcf9275804a9d63ea893d58dbbe7b5a2f0c453216e5a64f6a42b0baf

Observation 10fd478b-92e7-486b-9b4c-6da2c1f46dc0 · outbound

This paper cites A vision–language foundation model for precision oncology.Nature, 638(8051):769–778, 2025.

Towards World Models in Biomedical Research A vision–language foundation model for precision oncology.Nature, 638(8051):769–778, 2025

Reference 82

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:d88ae6a976e9cf5436835ded72ccba5708599aee9b46580b9570d2098f65d833

Observation 57e81182-9298-4236-86dd-dea4124cf375 · outbound

This paper cites Organoid technology in disease modelling, drug development, personalized treatment and regeneration medicine.Experimental hematology & oncology, 7(1):30, 2018.

Towards World Models in Biomedical Research Organoid technology in disease modelling, drug development, personalized treatment and regeneration medicine.Experimental hematology & oncology, 7(1):30, 2018

Reference 83

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:2345a302a687db18ce50fcb102625057c0a8b52fb9fa5a50db675a1ecb1a1709

Observation 2169f6fc-a7b9-40d2-a1af-2e2b631117fc · outbound

This paper cites Multi agent large language models for biomedical hypothesis generation in drug combination discovery.iScience, 28(12), 2025.

Towards World Models in Biomedical Research Multi agent large language models for biomedical hypothesis generation in drug combination discovery.iScience, 28(12), 2025

Reference 84

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:c7933d19faa317ba089cc5f368651836d66832b6119688c281bbf1c8623aeda2

Observation 0cf842f4-1357-4640-bc36-ffe4eba5503a · outbound

This paper cites Machine learning-assisted exploration of multidrug-drug administration regimens for organoid arrays.Science Advances, 11(31):eadt1851, 2025.

Towards World Models in Biomedical Research Machine learning-assisted exploration of multidrug-drug administration regimens for organoid arrays.Science Advances, 11(31):eadt1851, 2025

Reference 85

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:737c63387e94af7ba0455f51f4dcd1f58d193495a4321adb4a89945127450c9b

Observation 9869f31b-1010-475e-aafa-b7c3582b76ab · outbound

This paper cites VideoGPT: Video Generation using VQ-VAE and Transformers.

Towards World Models in Biomedical Research VideoGPT: Video Generation using VQ-VAE and Transformers

Reference 86

Resolution
verified exact
local_arxiv, observed 2026-07-02T13:06:58.848919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:d564563a68cc37c27acc027040515315a90079e0a2d595579f9f5b6441835996

Observation cc3f562b-d77d-4142-8084-b5b22d86753d · outbound

This paper cites Large-scale self-supervised video foundation model for intelligent surgery.npj Digital Medicine, 2026.

Towards World Models in Biomedical Research Large-scale self-supervised video foundation model for intelligent surgery.npj Digital Medicine, 2026

Reference 87

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:0ef002702f988273d0a7adcb2a3e5f248a1d180062a001a5ec0d46c2bfd2da2a

Observation 97fa7ff7-cd7d-40ad-896f-64b38a57a196 · outbound

This paper cites Medical world model.

Towards World Models in Biomedical Research Medical world model

Reference 88

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:6cb4636620ecf27ddb8baf53867da46d34c62f61ea36f7a3a45f32ace52f53d9

Observation 61da51cc-e0c4-4d7b-8802-3296a0c77d79 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Towards World Models in Biomedical Research ReAct: Synergizing Reasoning and Acting in Language Models

Reference 89

Resolution
verified exact
local_arxiv, observed 2026-07-02T13:06:58.854336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:48a8773f85b64262e8a90e134500761fc97c839ce5189bc91bd618bbd7905b71

Observation 4557286f-24be-481e-8b76-fdc97d1fd348 · outbound

This paper cites Reinforcement learning in healthcare: A survey.ACM Computing Surveys (CSUR), 55(1):1–36, 2021.

Towards World Models in Biomedical Research Reinforcement learning in healthcare: A survey.ACM Computing Surveys (CSUR), 55(1):1–36, 2021

Reference 90

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:188e6496e18b61d9e31af4203299f789c6dc10e554353619f5e709f7a2f4c368

Observation e6b29067-e398-455c-90b6-9575b52f7b86 · outbound

This paper cites Medsg-bench: A benchmark for medical image sequences grounding.Advances in Neural Information Processing Systems, 38, 2026.

Towards World Models in Biomedical Research Medsg-bench: A benchmark for medical image sequences grounding.Advances in Neural Information Processing Systems, 38, 2026

Reference 91

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:d2d4d5eaf4ab8942ae50b25a867668ecc67affbf50c858eccf98afbdd6fc5b87

Observation cbba5256-94fd-4583-831e-43d2b4a64415 · outbound

This paper cites Ded-sam: Data-efficient distillation towards light-weight medical sam via diverse, balanced, representative core-set selection.

Towards World Models in Biomedical Research Ded-sam: Data-efficient distillation towards light-weight medical sam via diverse, balanced, representative core-set selection

Reference 92

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:e23122b0511d53272f46b7b4c09be432e8c04efb51ec83cf3a10df2485d5c8bb

Observation 5384f66a-e538-41eb-8f00-94b340675ee8 · outbound

This paper cites Echoworld: Learning motion-aware world models for echocardiography probe guidance.

Towards World Models in Biomedical Research Echoworld: Learning motion-aware world models for echocardiography probe guidance

Reference 93

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:6b394bff20bec19cff6c7f5122a14e01b1c3011cc9580c82ef583af1d054a80e

Observation 6c04f787-2ca0-4207-a2e1-d67b421447de · outbound

This paper cites Chexworld: Exploring image world modeling for radiograph representation learning.

Towards World Models in Biomedical Research Chexworld: Exploring image world modeling for radiograph representation learning

Reference 94

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:168f502c104a9b8d374355586b0827482902bed8e66651a88ccb81da02b36dce

Observation 67ec4afe-07a3-4ced-b973-82464f5f2b09 · outbound

This paper cites Lingshu-cell: A generative cellular world model for transcriptome modeling toward virtual cells.arXiv preprint arXiv:2603.25240, 2026.

Towards World Models in Biomedical Research Lingshu-cell: A generative cellular world model for transcriptome modeling toward virtual cells.arXiv preprint arXiv:2603.25240, 2026

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-07-02T13:06:58.863719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:4df5a1e651ca0fb0c5d24e82a9d312a6f1b0e7c33fd456d0bc6239afa9bad2f5

Observation fc07563e-ad76-4a8b-86df-ae4494a002fb · outbound

This paper cites A generalist foundation model and database for open-world medical image segmentation.Nature Biomedical Engineering, pages 1–16, 2025.

Towards World Models in Biomedical Research A generalist foundation model and database for open-world medical image segmentation.Nature Biomedical Engineering, pages 1–16, 2025

Reference 96

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:ca80610db6e73df150462442c81dd220d6bea760536a721b1218a7c151d101ae

Observation 34fc1f3b-acf5-4cb8-b27e-43ffa3e791dd · outbound

This paper cites Organoids.

Towards World Models in Biomedical Research Organoids

Reference 97

Resolution
unresolved
no resolver link, observed 2026-06-28T01:38:23.602249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:b3fd3a6f74f10979407ff05ba6ea78370dbde0a9c729dd34e4c2c5b9778fc1e9

Observation 7ed01a5d-46eb-4406-8ddf-c2a979b68077 · outbound

This paper cites DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning.

Towards World Models in Biomedical Research DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning

Reference 98

Resolution
verified exact
local_arxiv, observed 2026-07-02T13:06:58.860446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=pdf_text observed=2026-06-28T01:38:23.602249Z digest=sha256:6fdaf8be0b75d6ef5635d0f2e6004848c263b72d8bc7f92f2a4aef0f5532f3f5

Pith citing papers

Observation 2ac53eec-23b9-4782-84c7-502079676a13 · inbound

A Definition and Roadmap for World Models cites this paper.

A Definition and Roadmap for World Models Towards World Models in Biomedical Research

Reference 28

Resolution
metadata mismatch
local_arxiv, observed 2026-07-08T07:14:45.228439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-22T06:31:00.163083+00:00.

source=arxiv_source observed=2026-07-08T07:10:33.826140Z digest=sha256:102903b5b67796909d364b5c8393c35989065b95967444dbb0e0e559f6e40048