Pith. sign in

Paper Citation Record · LEDGER

Spatial navigation in preclinical Alzheimer's disease: A review

As of 12 August 2026, this Paper Citation Record lists 100 of 109 outbound references and 0 inbound Pith citation observations for arXiv:2603.23082.

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

pith.paper-citation-record.v1
2603.23082 v2

Coverage vector

measured 100 of 109 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T19:53:53.219607Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

100 of 109 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 521381b1-3323-4fee-b7d6-d46a08a209f7 · outbound

This paper cites GPT-4 Technical Report.

Spatial navigation in preclinical Alzheimer's disease: A review GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:a7504dfb4107156ada96a614c3edef3a232dcfb20609ada7703bbc37f619f72e

Observation 1fc21728-a344-4d6e-9de9-8c006a181a86 · outbound

This paper cites Qwen2.5-VL Technical Report.

Spatial navigation in preclinical Alzheimer's disease: A review Qwen2.5-VL Technical Report

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:101962c7dec884fd81c071f1e75bdbab22c1731332f5975fe85fa8b7ce317abd

Observation 7712ecca-6b57-4c83-bdff-39a1067e7b76 · outbound

This paper cites Constitutional ai: Harmlessness from ai feedback, 2022.

Spatial navigation in preclinical Alzheimer's disease: A review Constitutional ai: Harmlessness from ai feedback, 2022

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:8874d84435fdf7a43d445988e2f7d83add7fb2516b0f2278d6e74ab85217d648

Observation e9b082ce-5899-40d1-bf96-c92a07b87aa2 · outbound

This paper cites Coun- terfactual causal-effect intervention for interpretable medi- cal visual question answering.IEEE Transactions on Med- ical Imaging, 2024.

Spatial navigation in preclinical Alzheimer's disease: A review Coun- terfactual causal-effect intervention for interpretable medi- cal visual question answering.IEEE Transactions on Med- ical Imaging, 2024

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:f4963390fa3496d9b491b2c0c67ba479e6dafe4a845126dff96e720553c74f7c

Observation 210bf1a5-c89e-4307-91b8-53bb908dcbf9 · outbound

This paper cites Causality matters in medical imaging.Nature Communications, 11 (1):3673, 2020.

Spatial navigation in preclinical Alzheimer's disease: A review Causality matters in medical imaging.Nature Communications, 11 (1):3673, 2020

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:9d78c79dfd0c2d30f619e00ff8f9e26ddaa4844fe2757072ccfe6ef14107e46e

Observation 7ed8980d-1f29-4169-bd29-af02ec9c672a · outbound

This paper cites 360+x: A panoptic multi- modal scene understanding dataset.

Spatial navigation in preclinical Alzheimer's disease: A review 360+x: A panoptic multi- modal scene understanding dataset

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:9c17729a5e9b28fc242c99caeeb839500470867a83660b289b76e49562659ff7

Observation 5ccaa8e1-d88d-4ae9-a63c-0889fc11bedd · outbound

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

Spatial navigation in preclinical Alzheimer's disease: A review HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:84f315cddc606c3c09747495321d9459fddfd091729b624112337860966900de

Observation 0a7742ae-7a4a-4173-aa79-3d3cda2bc299 · outbound

This paper cites Teaching large language models to self-debug.

Spatial navigation in preclinical Alzheimer's disease: A review Teaching large language models to self-debug

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:c71da4d6c7570976c4b4e4a3d8f59c9bfc15e17a16142ed47da01ea3ce6f7049

Observation 4324495d-14d1-48d7-a494-160e755fa181 · outbound

This paper cites Bridging radiology and pathology foundation models via concept- based multimodal co-adaptation.

Spatial navigation in preclinical Alzheimer's disease: A review Bridging radiology and pathology foundation models via concept- based multimodal co-adaptation

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:1b813c6a43ce73dc7f5622293cc7cb29b99ebcd8880f24393479d67653e17876

Observation c0dbdbab-5af2-4d5e-8100-43374892b348 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Spatial navigation in preclinical Alzheimer's disease: A review Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:fe345aaa40e129356d80c610b3dc8f209b9b1188a9651594538c0964929c9dd4

Observation 342f1df9-8406-48a8-96f5-cbdccebf669a · outbound

This paper cites Internvl: Scaling up vision founda- tion models and aligning for generic visual-linguistic tasks.

Spatial navigation in preclinical Alzheimer's disease: A review Internvl: Scaling up vision founda- tion models and aligning for generic visual-linguistic tasks

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:d7060d3ce0f6e79a569c2f83afbb494a1cf2d284a9a9ad53e1981a92a0af2854

Observation fc0cbcd2-fd02-4a10-a443-2de0d50a6eb9 · outbound

This paper cites Deep reinforcement learn- ing from human preferences.Advances in neural informa- tion processing systems, 30, 2017.

Spatial navigation in preclinical Alzheimer's disease: A review Deep reinforcement learn- ing from human preferences.Advances in neural informa- tion processing systems, 30, 2017

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:8091eb8f974622c66fd5492b6ae4b23e620e24c7235c5a07641282e9ad348b73

Observation 733345d7-5c4a-4e6e-addb-591f74a23ca8 · outbound

This paper cites Tinymig: Trans- ferring generalization from vision foundation models to single-domain medical imaging.

Spatial navigation in preclinical Alzheimer's disease: A review Tinymig: Trans- ferring generalization from vision foundation models to single-domain medical imaging

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:a67374d7ef54013f79dfbcb54b78553a158c83384b9eea9eb42ab7313e978f7a

Observation 9b3e77ca-d219-479a-a9ed-f9b9dfc89605 · outbound

This paper cites GaussianDWM: 3D Gaussian Driving World Model for Unified Scene Understanding and Multi-Modal Generation.

Spatial navigation in preclinical Alzheimer's disease: A review GaussianDWM: 3D Gaussian Driving World Model for Unified Scene Understanding and Multi-Modal Generation

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:9565aacfa516fb60d846c7a3d30a10dca0cd2c6e9132e717dcfbaf22adc0cf3e

Observation b969da5a-770f-4f2b-b529-e27292241713 · outbound

This paper cites What is the best 3d scene representation for robotics? from geometric to foundation models.arXiv preprint arXiv:2512.03422, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review What is the best 3d scene representation for robotics? from geometric to foundation models.arXiv preprint arXiv:2512.03422, 2025

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:a339a0bfd368cb07c79fa12cad263251f85fcba33a21d07f0497179480607a0f

Observation a43aa93e-b7b6-433a-963a-2e6fe4747d47 · outbound

This paper cites En- hancing large vision language models with self-training on image comprehension.Advances in Neural Information Processing Systems, 37:131369–131397, 2024.

Spatial navigation in preclinical Alzheimer's disease: A review En- hancing large vision language models with self-training on image comprehension.Advances in Neural Information Processing Systems, 37:131369–131397, 2024

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:b9d5984c91f10095fbba1159c18d2ab2dbf5d3adcf2e8f27f1b77cda74460817

Observation f2766d46-4996-470b-83e4-6709c3e58d03 · outbound

This paper cites Prpo: Aligning process reward with outcome reward in policy optimization.

Spatial navigation in preclinical Alzheimer's disease: A review Prpo: Aligning process reward with outcome reward in policy optimization

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:5c0b4582303d2aa9bd530f92311a5ca0ac8416b43c7f4ebb6d8ae5e13d559fc2

Observation 72184f71-177e-41ad-8d56-2433492a95eb · outbound

This paper cites NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation.

Spatial navigation in preclinical Alzheimer's disease: A review NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:efcd60802ba9257bc28dbbff9a24a2a4964320dcfaa20586c0fd7613099e1d16

Observation 702c7a70-2ed0-4f38-9e59-78a09bfb6a32 · outbound

This paper cites Shortcut learning in deep neural net- works.Nature Machine Intelligence, 2(11):665–673, 2020.

Spatial navigation in preclinical Alzheimer's disease: A review Shortcut learning in deep neural net- works.Nature Machine Intelligence, 2(11):665–673, 2020

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:47fdaba1c88f6735c6b22ae299bf6069d9d74ae11e90a7196d81182207b70574

Observation 9624cf12-1c54-4f17-be4d-3a12eaeee5b0 · outbound

This paper cites Med-cmr: A fine-grained benchmark integrating visual evidence and clinical logic for medical complex multimodal reasoning.arXiv preprint arXiv:2512.00818, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Med-cmr: A fine-grained benchmark integrating visual evidence and clinical logic for medical complex multimodal reasoning.arXiv preprint arXiv:2512.00818, 2025

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:21aa11c712fbc21e72efdcf90a75c6776017c29881fb9139615c5b9ecb108627

Observation 2d61ef00-c0b3-4165-b94e-9b20553f6c8e · outbound

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

Spatial navigation in preclinical Alzheimer's disease: A review DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:0603ec401b128d6882d6e37904fcb39bb5427d81faf8c4bb1094386b7f84653d

Observation a418c821-25e1-46a9-ad2a-6c1fa260bafb · outbound

This paper cites GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration.

Spatial navigation in preclinical Alzheimer's disease: A review GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:6fc394667e267203b78861a7bbb4a45614134b9ea394b9eeb94f5323d0c1466c

Observation 5ce64b17-b25f-469f-9a45-03ee17c61d25 · outbound

This paper cites Pathological Visual Question Answering.

Spatial navigation in preclinical Alzheimer's disease: A review Pathological Visual Question Answering

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:7379fdf4d2055c25a6b8c7b843f9df0d0a72d708bbfc79f518d1babcfd728f1f

Observation c527468d-e292-4198-a601-3362ee4feee7 · outbound

This paper cites Codev: Code with images for faithful visual reasoning via tool-aware policy optimization.arXiv preprint arXiv:2511.19661, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Codev: Code with images for faithful visual reasoning via tool-aware policy optimization.arXiv preprint arXiv:2511.19661, 2025

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:043faf39b88ad1a2ce1af8928929619d3c526ae952b7be641b534695b59de10e

Observation a7691803-d8b2-42e8-a10c-88e4aea609df · outbound

This paper cites Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT.

Spatial navigation in preclinical Alzheimer's disease: A review Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:69302cd1eaca7f2a4c1fa2f89557ad8199c6bc69311a30ab907d8cbdad49758d

Observation 74db40c6-c92f-45a1-9d3d-29c78cc0c9c8 · outbound

This paper cites Large language models cannot self-correct reasoning yet.

Spatial navigation in preclinical Alzheimer's disease: A review Large language models cannot self-correct reasoning yet

Reference 26

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:f567c51f30dd3b68b2413a9e0016b5fe121616232d79fc9c8218537925b59aa6

Observation 48a1135f-4325-4b9d-a249-4fcff8349951 · outbound

This paper cites Medreflect: Teaching medical llms to self-improve via reflective correc- tion.arXiv preprint arXiv:2510.03687, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Medreflect: Teaching medical llms to self-improve via reflective correc- tion.arXiv preprint arXiv:2510.03687, 2025

Reference 27

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:de3ecaa9577c5e3f86636ee7a61a2ebf21c1941603918417f93ebce3e7f02bad

Observation 99d281c2-10b8-4c75-9d03-7bcf0273cc11 · outbound

This paper cites GPT-4o System Card.

Spatial navigation in preclinical Alzheimer's disease: A review GPT-4o System Card

Reference 28

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:b8c382e439d04d9131da1eee47cd1279b4aa0e15bdd4c946c2a38a4560306956

Observation 6f376a17-7843-4fae-a453-22f609a4d916 · outbound

This paper cites Med-moe: Mixture of domain-specific experts for lightweight medical vision-language models.

Spatial navigation in preclinical Alzheimer's disease: A review Med-moe: Mixture of domain-specific experts for lightweight medical vision-language models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:71961e7d59c96999790418ce8242030fe0d0fea68173e18dd7f0939eaf2bc2e3

Observation 7acbc974-e920-45cd-92ad-2893b60ab1e0 · outbound

This paper cites Hulu-med: A transparent general- ist model towards holistic medical vision-language under- standing.arXiv preprint arXiv:2510.08668, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Hulu-med: A transparent general- ist model towards holistic medical vision-language under- standing.arXiv preprint arXiv:2510.08668, 2025

Reference 30

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:1311c37009316e232b8a93c2224bc7c96afe09c1e05abfb4eaa32f5b80657fce

Observation d70a14e9-a1d6-44d6-9fe6-a99e5755f1e8 · outbound

This paper cites Why Adam Can Beat SGD: Second-Moment Normalization Yields Sharper Tails.

Spatial navigation in preclinical Alzheimer's disease: A review Why Adam Can Beat SGD: Second-Moment Normalization Yields Sharper Tails

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:45a37de8c57adfa1e046570f38821b876b54d675e5e1559b4294bdd9753baa0b

Observation 1cdda754-6199-45ee-a010-4750b3483ab7 · outbound

This paper cites Tic-grpo: Provable and efficient optimiza- tion for reinforcement learning from human feedback.

Spatial navigation in preclinical Alzheimer's disease: A review Tic-grpo: Provable and efficient optimiza- tion for reinforcement learning from human feedback

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:51e968cdcdad1df27997fda666edd86f29e85429b5897692d63159cb14b84696

Observation b54fe54a-24bf-4425-9db8-227615d84b77 · outbound

This paper cites Mimic-cxr, a de- identified publicly available database of chest radiographs with free-text reports.Scientific data, 6(1):317, 2019.

Spatial navigation in preclinical Alzheimer's disease: A review Mimic-cxr, a de- identified publicly available database of chest radiographs with free-text reports.Scientific data, 6(1):317, 2019

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:95da7b79831aafe3f3f51d0e8a2a4b8aca6253501cd2248df8e3801ae179bae0

Observation 100936d7-c0e5-40db-9b4a-4f133511a891 · outbound

This paper cites Large language models are zero-shot reasoners.Advances in Neural Information Pro- cessing Systems, 35:22199–22213, 2022.

Spatial navigation in preclinical Alzheimer's disease: A review Large language models are zero-shot reasoners.Advances in Neural Information Pro- cessing Systems, 35:22199–22213, 2022

Reference 34

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:21c34b58ca6668d0b2c4a6a077853809b4dd3ac17aeee7f4a1910aa1d7e08528

Observation 6c7d4124-51bf-4a2f-a612-681e39b877f1 · outbound

This paper cites Co-Reyes, Avi Singh, Kate Baumli, Shariq Iqbal, Colton Bishop, Rebecca Roelofs, Lei M.

Spatial navigation in preclinical Alzheimer's disease: A review Co-Reyes, Avi Singh, Kate Baumli, Shariq Iqbal, Colton Bishop, Rebecca Roelofs, Lei M

Reference 35

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:e02477a3b53240c1a9e4650465813a8f6416ef85633edf627241facb8f27cc80

Observation a6a3cf1a-3459-4850-9ac9-31e842423f9b · outbound

This paper cites Med-r1: Re- inforcement learning for generalizable medical reasoning in vision-language models.IEEE Transactions on Medical Imaging, 2026.

Spatial navigation in preclinical Alzheimer's disease: A review Med-r1: Re- inforcement learning for generalizable medical reasoning in vision-language models.IEEE Transactions on Medical Imaging, 2026

Reference 36

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:d8ceacfb22a5cbaad9f32a612d1aa6a41091a4e509c9615590ac191d754ccf44

Observation 87b6d16a-8ab2-46c0-9170-fc35c64da079 · outbound

This paper cites A dataset of clinically generated visual questions and answers about radiology images.Scientific data, 5(1):1–10, 2018.

Spatial navigation in preclinical Alzheimer's disease: A review A dataset of clinically generated visual questions and answers about radiology images.Scientific data, 5(1):1–10, 2018

Reference 37

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:e10b4cdb9e86bc3c4b3e41f993f19a5fd7be9465de309dfa6ce8d0e2e0870a21

Observation 39cac76d-3e61-4353-8053-4821909a0143 · outbound

This paper cites Exploring efficient open- vocabulary segmentation in the remote sensing.arXiv preprint arXiv:2509.12040, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Exploring efficient open- vocabulary segmentation in the remote sensing.arXiv preprint arXiv:2509.12040, 2025

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:7ade8c326fd36f3f04b5676e25aa47b65c75d2813024f54cfd0ad00611a2b43b

Observation 2fa15a8d-0384-4c04-a857-9549710f162a · outbound

This paper cites Maris: Marine open-vocabulary in- stance segmentation with geometric enhancement and se- mantic alignment.arXiv preprint arXiv:2510.15398, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Maris: Marine open-vocabulary in- stance segmentation with geometric enhancement and se- mantic alignment.arXiv preprint arXiv:2510.15398, 2025

Reference 39

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:fddb84c8ece67901e6cbf6fea38ac07f424609ee705b1cc368a98538e21fdac0

Observation 62e2d595-6e8b-4505-ae11-7f090de1bdeb · outbound

This paper cites Stitchfusion: Weaving any visual modalities to en- hance multimodal semantic segmentation.

Spatial navigation in preclinical Alzheimer's disease: A review Stitchfusion: Weaving any visual modalities to en- hance multimodal semantic segmentation

Reference 40

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:5ca6e790ee3c94e7077de9ddea15ab9b8ca67e9094ce36dd5ce4dbfa50ea484a

Observation a46cd1fb-8890-41da-952a-96f50397ebdb · outbound

This paper cites Llava-med: Training a large language-and-vision assistant for biomedicine in one day.

Spatial navigation in preclinical Alzheimer's disease: A review Llava-med: Training a large language-and-vision assistant for biomedicine in one day

Reference 41

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:13eecf587e646e543d2e887dafdab6189b0e5102cec0edec7cccd8fbce017112

Observation a7e3f5e4-13d7-4d61-8c62-8ef401ef5460 · outbound

This paper cites The choice of divergence: A neglected key to mitigating diversity collapse in reinforcement learning with verifiable reward.arXiv preprint arXiv:2509.07430,.

Spatial navigation in preclinical Alzheimer's disease: A review The choice of divergence: A neglected key to mitigating diversity collapse in reinforcement learning with verifiable reward.arXiv preprint arXiv:2509.07430,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:1e6c46e02e78fae7d6ae62016a22c794ab01f21e093aace0d17cdcdb0b80ae22

Observation 8fc8c011-4f46-4aea-b39d-e308dba819ea · outbound

This paper cites M²IV: Towards efficient and fine-grained multimodal in-context learning via representation engineering.

Spatial navigation in preclinical Alzheimer's disease: A review M²IV: Towards efficient and fine-grained multimodal in-context learning via representation engineering

Reference 43

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:ad5fe1012633d11250af31adcefaaf8e8d2253cf090725e8e8a9002024435df3

Observation c95d9549-ee9c-4ea3-9687-3a8a20b92845 · outbound

This paper cites Mmt-ard: Multimodal multi-teacher adversarial dis- tillation for robust vision-language models.arXiv preprint arXiv:2511.17448, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Mmt-ard: Multimodal multi-teacher adversarial dis- tillation for robust vision-language models.arXiv preprint arXiv:2511.17448, 2025

Reference 44

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:16d4750a20ad93c91e7e4739ab4c1f1ad67069aa1ee0625edff9c3ed7fb18c25

Observation c1f1bbab-fc1d-4bf6-9441-d9556567aa25 · outbound

This paper cites Catp: Contextually adap- tive token pruning for efficient and enhanced multimodal in-context learning.arXiv preprint arXiv:2508.07871,.

Spatial navigation in preclinical Alzheimer's disease: A review Catp: Contextually adap- tive token pruning for efficient and enhanced multimodal in-context learning.arXiv preprint arXiv:2508.07871,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:8ba390d4e49879b24529a952638865ab99e0014ca5f132450928be92e417566a

Observation ddb91ef8-0393-4ec5-b8c4-6e3aa7b7d8df · outbound

This paper cites Taco: Enhancing multimodal in-context learning via task mapping-guided sequence con- figuration.

Spatial navigation in preclinical Alzheimer's disease: A review Taco: Enhancing multimodal in-context learning via task mapping-guided sequence con- figuration

Reference 46

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:9ef517c700b7dd8232fe4c2e47baae305f7f3bc1a24c0a6a1b21a2d8cdbb2d64

Observation 5f686707-2487-4b52-bbca-63eb4d261128 · outbound

This paper cites Efficient Medical Image Segmentation via Reinforcement Learning-Driven K-Space Sampling.IEEE Transactions on Emerging Topics in Com- putational Intelligence, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Efficient Medical Image Segmentation via Reinforcement Learning-Driven K-Space Sampling.IEEE Transactions on Emerging Topics in Com- putational Intelligence, 2025

Reference 47

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:95c0805ee67fda1bdec0e717dda710459991148548c0717147cfe70ffbec10b7

Observation 19545b0d-843d-40b9-9bb6-cde23cb5309b · outbound

This paper cites an unresolved cited work.

Spatial navigation in preclinical Alzheimer's disease: A review Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:be35b10f4fe82acacd22f31ac5a85653b96450f08650d28d802e0b971de4b851

Observation bee8505e-1b0e-4a8d-8934-abb6ff6c4102 · outbound

This paper cites Surgical Post-Training: Proximal On-Policy Distillation for Reasoning with Knowledge Retention.

Spatial navigation in preclinical Alzheimer's disease: A review Surgical Post-Training: Proximal On-Policy Distillation for Reasoning with Knowledge Retention

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:a7f771f6e2590c2348beff0358ac5f667700309f19ce0554f1d43cd21a5821a8

Observation 2ac46c08-ebf5-4471-a461-db82de4b879e · outbound

This paper cites Gamebot: Transparent assessment of llm reasoning in games.

Spatial navigation in preclinical Alzheimer's disease: A review Gamebot: Transparent assessment of llm reasoning in games

Reference 50

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:270a15c8f6828c3862e92c36fdac93f8b09d56ac10c32f0a020baf178bd4e0f4

Observation fbff5f83-cc85-48b8-8f02-fe602444644e · outbound

This paper cites Slake: A semantically-labeled knowledge- enhanced dataset for medical visual question answering.

Spatial navigation in preclinical Alzheimer's disease: A review Slake: A semantically-labeled knowledge- enhanced dataset for medical visual question answering

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:3a641391e4e09e5923a30175d48f7b86e38c800c3c9e15b56b8dcfcd394fd3ca

Observation 52761bfd-0412-4ed6-8fed-1dbabad8db85 · outbound

This paper cites Perturbating, tuning, and collaborating: Har- nessing vision foundation models for single domain gen- eralization on medical imaging.

Spatial navigation in preclinical Alzheimer's disease: A review Perturbating, tuning, and collaborating: Har- nessing vision foundation models for single domain gen- eralization on medical imaging

Reference 52

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:ea95c862092ce083bd08ef66286506760ce682cd85b9a0d8fe8030af5f819988

Observation b7d2d684-a6cf-430e-8da1-6fb126aaae8b · outbound

This paper cites Cdrrm: Contrast-driven rubric gener- ation for reliable and interpretable reward modeling.arXiv preprint arXiv:2603.08035, 2026.

Spatial navigation in preclinical Alzheimer's disease: A review Cdrrm: Contrast-driven rubric gener- ation for reliable and interpretable reward modeling.arXiv preprint arXiv:2603.08035, 2026

Reference 53

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:49e1de753b8417123d7f1dfdbff37729243bcdffcd06832077b073e069868d17

Observation c11bcc40-8f5d-4ac4-902b-9c0a81ade095 · outbound

This paper cites On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept.

Spatial navigation in preclinical Alzheimer's disease: A review On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:d3f035f340f65a43e13450b2f3fe5bc113a7ed1d3df4acd256866a3474cc25ac

Observation 56cae0d7-b688-4e85-8277-bb65b0d99696 · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

Spatial navigation in preclinical Alzheimer's disease: A review Improved Baselines with Visual Instruction Tuning

Reference 55

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:6144818510f27e5d658358162e4b3515fbc427c1d24019b2479b3b335873f24b

Observation befa3a0a-9ccd-4ad5-8597-9c1cad532fca · outbound

This paper cites Medcot: Medical chain of thought via hierarchical expert.

Spatial navigation in preclinical Alzheimer's disease: A review Medcot: Medical chain of thought via hierarchical expert

Reference 56

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:43d63dad071e6882d9bd1af43fabc84ccffd0afadcc9892699040e7aeff3147e

Observation b07654d8-d2b7-4a17-ab34-1208712508be · outbound

This paper cites Automated opti- mization modeling via a localizable error-driven perspec- tive.arXiv preprint arXiv:2602.11164, 2026.

Spatial navigation in preclinical Alzheimer's disease: A review Automated opti- mization modeling via a localizable error-driven perspec- tive.arXiv preprint arXiv:2602.11164, 2026

Reference 57

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:d9930cd7ca1731210d90f9be19dd9407c47adb10cc54412bb3f129f2ca3f9ad1

Observation 4915d3a0-2cff-4ec7-a7b5-3db2b29ab9c8 · outbound

This paper cites Scanext: Enhancing 3d medical image segmentation with dual attention network and depth-wise convolution.He- liyon, 10(5), 2024.

Spatial navigation in preclinical Alzheimer's disease: A review Scanext: Enhancing 3d medical image segmentation with dual attention network and depth-wise convolution.He- liyon, 10(5), 2024

Reference 58

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:0f72a73bb931452d30d303f8000ee9418cc507e64687653327c921bf16192f85

Observation 5919bcb7-d510-4736-a62c-82183a9eb214 · outbound

This paper cites M 3 hl: Mutual mask mix with high-low level feature consistency for semi-supervised medical im- age segmentation.

Spatial navigation in preclinical Alzheimer's disease: A review M 3 hl: Mutual mask mix with high-low level feature consistency for semi-supervised medical im- age segmentation

Reference 59

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:887a1516a6ab49a3df2b02974e37f9d88e70336694b4ae1041b12993e732c23a

Observation d4918724-9b65-48fc-9a8e-bd20e7cb82e8 · outbound

This paper cites Decoupled Weight Decay Regularization.

Spatial navigation in preclinical Alzheimer's disease: A review Decoupled Weight Decay Regularization

Reference 60

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:5afdb3eb31393cd5d1e756e5d54d86ee1a40dd85266a9211bbafb4565e30391b

Observation f9189b39-cbf2-4c43-9d4c-28a15f82769b · outbound

This paper cites Gastric-x: A multimodal multi-phase bench- mark dataset for advancing vision-language models in gas- tric cancer analysis, 2026.

Spatial navigation in preclinical Alzheimer's disease: A review Gastric-x: A multimodal multi-phase bench- mark dataset for advancing vision-language models in gas- tric cancer analysis, 2026

Reference 61

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:3b2fbc48fd7ce7d4f541b40a06236e78bebab66133b3ade449bbedca582d0972

Observation e882ff47-a36b-45e4-a5fd-782c7e698503 · outbound

This paper cites Thinking with blueprints: Assisting vision-language models in spatial reasoning via structured object representation, 2026.

Spatial navigation in preclinical Alzheimer's disease: A review Thinking with blueprints: Assisting vision-language models in spatial reasoning via structured object representation, 2026

Reference 62

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:b90c9d22985d8e7cf0d12eda5cc28ba1c1cb49c1d46530ba13b6a610b40b904f

Observation 87d46b4a-e31b-4393-81fb-969002c07996 · outbound

This paper cites Self- refine: Iterative refinement with self-feedback.

Spatial navigation in preclinical Alzheimer's disease: A review Self- refine: Iterative refinement with self-feedback

Reference 63

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:61ef6c40fb22bcb8b5ee5c8dc8482511141266ae201fac8ac5f6e048e63739a6

Observation 5f4efdd9-c619-483f-bf28-83b245d2efe0 · outbound

This paper cites Med-flamingo: a multimodal medical few-shot learner.

Spatial navigation in preclinical Alzheimer's disease: A review Med-flamingo: a multimodal medical few-shot learner

Reference 64

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:2692c8f114a6c577910daef51c1935b2470034ca0557658091d03a79fa431da3

Observation 5b32ea87-e1ac-46b1-a7c1-62d1a9c0f7f3 · outbound

This paper cites Self-Taught Self-Correction for Small Language Models.

Spatial navigation in preclinical Alzheimer's disease: A review Self-Taught Self-Correction for Small Language Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:835e85bdebac2b01f350171fe90c1acc9256bb719bc6369fbe8bb4a43f06caa3

Observation 434fd10d-647b-4865-8b56-e1fe6d0b6481 · outbound

This paper cites Training lan- guage models to follow instructions with human feedback.

Spatial navigation in preclinical Alzheimer's disease: A review Training lan- guage models to follow instructions with human feedback

Reference 66

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:5ec44d91d805cb2a31b5668f3667a3b7a5035a0f2697d79276cf2d4c60f2efc7

Observation 5efa0431-d459-4b19-8642-cacf6063df99 · outbound

This paper cites Medvlm-r1: Incentivizing medical reasoning capability of vision-language models (vlms) via reinforce- ment learning.

Spatial navigation in preclinical Alzheimer's disease: A review Medvlm-r1: Incentivizing medical reasoning capability of vision-language models (vlms) via reinforce- ment learning

Reference 67

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:9c6103de2811722933c87ddcd74e5f5ba7e234c0fc992049068706e222f5a77b

Observation 23181093-ef2c-42ff-804d-ff41c271be07 · outbound

This paper cites Toward Understanding Why Adam Converges Faster Than SGD for Transformers.

Spatial navigation in preclinical Alzheimer's disease: A review Toward Understanding Why Adam Converges Faster Than SGD for Transformers

Reference 68

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:6aaf2f83fca288354b2f5875da29c6243e852c099b9aea26e1e197b9d2480251

Observation e1289683-30e0-4f9c-aaf9-59f32e273cd6 · outbound

This paper cites On the theory and practice of grpo: A trajectory-corrected approach with fast conver- gence.arXiv preprint arXiv:2508.02833, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review On the theory and practice of grpo: A trajectory-corrected approach with fast conver- gence.arXiv preprint arXiv:2508.02833, 2025

Reference 69

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:a570d81c92ad38f85e069cc42d59c9dd8c7d6bb781921c8bc0c8d11cc8a2fbc5

Observation b54c10bc-c1c4-44b2-a72a-1735cfa313b5 · outbound

This paper cites Elements of causal inference: foundations and learning al- gorithms.

Spatial navigation in preclinical Alzheimer's disease: A review Elements of causal inference: foundations and learning al- gorithms

Reference 70

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:2514c3b47239d265e702b00a063455853b4a55cee01bc7ef70ca29a5cb81a954

Observation 63c68576-1751-4d9b-9ca6-8b2eb4ebc3aa · outbound

This paper cites Causal inference and counterfac- tual prediction in machine learning for actionable health- care.Nature Machine Intelligence, 2(7):369–375, 2020.

Spatial navigation in preclinical Alzheimer's disease: A review Causal inference and counterfac- tual prediction in machine learning for actionable health- care.Nature Machine Intelligence, 2(7):369–375, 2020

Reference 71

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:efb4d6ce99ef334bd3fdcb6c6f9d91b96c182f95d0adbde5846356c17d649b7d

Observation 78c12486-d316-4259-8d4b-b0101ecca4ef · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.Advances in neural information processing systems, 36:53728–53741, 2023.

Spatial navigation in preclinical Alzheimer's disease: A review Direct preference optimization: Your language model is secretly a reward model.Advances in neural information processing systems, 36:53728–53741, 2023

Reference 72

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:fbcefe0f90a5106c01b3c725854b571db1e7e781d0ef7ca79f7f7100808370e5

Observation 7ea6bcc0-db66-4a04-ac76-643e58c2c1cf · outbound

This paper cites Multimodal generative ai for medical image in- terpretation.Nature, 639(8056):888–896, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Multimodal generative ai for medical image in- terpretation.Nature, 639(8056):888–896, 2025

Reference 73

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:c4057a2b32fe586b6c81dfcaf37df12abfedaaedc7cdc77ebd0d54e83772f801

Observation 33212b25-b937-4692-96d4-aa257a73f30e · outbound

This paper cites Im- proving the accuracy of medical diagnosis with causal ma- chine learning.Nature communications, 11(1):3923, 2020.

Spatial navigation in preclinical Alzheimer's disease: A review Im- proving the accuracy of medical diagnosis with causal ma- chine learning.Nature communications, 11(1):3923, 2020

Reference 74

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:5bc8f46d2e5400243c54b6dc860e2be24448b041123de1a9fd27d551d80fb0b5

Observation 19cf95bc-c473-4a5d-8591-5efdc83e7dc5 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Spatial navigation in preclinical Alzheimer's disease: A review Proximal Policy Optimization Algorithms

Reference 75

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:36b4ab3a7f5bcfac2730ab9d0ab19ec42aeb4ce3442c9ceb9835f7f2e49efe0a

Observation 8ad09f7e-b8ec-4701-9cd5-bcf6a58b57b7 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Spatial navigation in preclinical Alzheimer's disease: A review DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 76

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:8b29222c20a4fb620bdc760cbd8470646f20b95df6594ef1ddb817ba4eab9d5f

Observation 127d9802-0ad0-4bb5-990a-0e2220bd90a3 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural In- formation Processing Systems, 36:8634–8652, 2023.

Spatial navigation in preclinical Alzheimer's disease: A review Reflexion: Language agents with verbal reinforcement learning.Advances in Neural In- formation Processing Systems, 36:8634–8652, 2023

Reference 77

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:24463175962164a0989701197cb0b8312c7673de56bfd994da18a733c1cdbc12

Observation 635e0017-9b9f-4d17-b2f7-0e961982ed91 · outbound

This paper cites Hume: Introducing System-2 Thinking in Visual-Language-Action Model.

Spatial navigation in preclinical Alzheimer's disease: A review Hume: Introducing System-2 Thinking in Visual-Language-Action Model

Reference 78

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:2324dc8503d0fe3d92e649e91db366c9d79be13c0b6fbbe25cc919e5e800b88d

Observation fe995278-10e0-42ae-8b01-393c26e69aea · outbound

This paper cites Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies.

Spatial navigation in preclinical Alzheimer's disease: A review Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies

Reference 79

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:c36c1f7c1f02ce27e2dac3bafc7defd9330ac255d519cdf882b92a1d0a6177f1

Observation 819ac3dc-7ca2-4ac4-bae3-3dfe148d9fd8 · outbound

This paper cites Collaboration between clinicians and vision–language models in radiology report generation.Nature Medicine, 31 (2):599–608, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Collaboration between clinicians and vision–language models in radiology report generation.Nature Medicine, 31 (2):599–608, 2025

Reference 80

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:1c1bab085c36eb39ce46ae1518b295a54de070cfffbbc56eaa98621cf4f8f224

Observation 9a72a878-1c8b-49b5-8f56-53bdd8ddece3 · outbound

This paper cites Causal reasoning in medical imaging.

Spatial navigation in preclinical Alzheimer's disease: A review Causal reasoning in medical imaging

Reference 81

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:03cf8916367a5bc9ba1f83c2c5bc788636d23ec7a5e9d3f3f7ae7dfa7fb5616f

Observation 101396cb-b3b2-45ca-bc81-9b664f3659dc · outbound

This paper cites Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks.

Spatial navigation in preclinical Alzheimer's disease: A review Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks

Reference 82

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:c19411efa39d0325e5e34cd98c7f33f4de5e36614f9f097d9cd8d9b2c69a17b9

Observation 5e76c68d-6de4-4fd3-8e0f-8960821da3b6 · outbound

This paper cites Chain-of-Thought Reasoning Without Prompting.

Spatial navigation in preclinical Alzheimer's disease: A review Chain-of-Thought Reasoning Without Prompting

Reference 83

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:9f66214d28e1e60ad8d838bcca240fb872beddc94075ab3108d139a56fb46e65

Observation 33c9e10d-d3a1-4065-99ed-14b388954fac · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Spatial navigation in preclinical Alzheimer's disease: A review Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 84

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:f24c1b836a8f24c0324d2d785bc7a081b8343000694711c8267ed08535e3b889

Observation b67028cb-aec2-401a-9e9d-eab5a75de1d4 · outbound

This paper cites Care what fails: Contrastive anchored-reflection for verifiable multimodal.arXiv preprint arXiv:2512.19554,.

Spatial navigation in preclinical Alzheimer's disease: A review Care what fails: Contrastive anchored-reflection for verifiable multimodal.arXiv preprint arXiv:2512.19554,

Reference 85

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:5f68d32f2dd3dca1faceeb4d97d13c317468d414ebfb53c1719be36b6fdf76fc

Observation b0686172-e087-4846-b7d7-2d7c7cc7ecda · outbound

This paper cites Spatialclip: Learning 3d- aware image representations from spatially discriminative language.

Spatial navigation in preclinical Alzheimer's disease: A review Spatialclip: Learning 3d- aware image representations from spatially discriminative language

Reference 86

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:b9a261a41ff2b1973610a52f673a6272775df1db3523d75c13b9cea6f774bed5

Observation 66ebc2ad-d44f-40bf-821a-6483debaec24 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large lan- guage models.Advances in neural information processing systems, 35:24824–24837, 2022.

Spatial navigation in preclinical Alzheimer's disease: A review Chain-of-thought prompting elicits reasoning in large lan- guage models.Advances in neural information processing systems, 35:24824–24837, 2022

Reference 87

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:fe73e1a2edd02f408187d3c544c51b0d356f9456a31faf7b9b2add86fc02fc7b

Observation bb039fcf-0690-45da-9b0a-4f3f5b5efba9 · outbound

This paper cites Kicgpt: Large language model with knowledge in context for knowledge graph completion.

Spatial navigation in preclinical Alzheimer's disease: A review Kicgpt: Large language model with knowledge in context for knowledge graph completion

Reference 88

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:667c858be233fca4dea5bfe2e6aef2ffde38fc8c786619ddb95d98f90506f88c

Observation 96761a8c-9fd6-43ac-b7b2-cc11282b8eb3 · outbound

This paper cites Dynamicgtr: Leveraging graph topology representation preferences to boost vlm ca- pabilities on graph qas.arXiv preprint arXiv:2602.21864,.

Spatial navigation in preclinical Alzheimer's disease: A review Dynamicgtr: Leveraging graph topology representation preferences to boost vlm ca- pabilities on graph qas.arXiv preprint arXiv:2602.21864,

Reference 89

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:0c5c577aac70b1c9c28772e10cc227a98cb4c7faaaa57b105755aad024256180

Observation 4b518827-c338-4c26-9a6c-6c5bbe23e4cb · outbound

This paper cites Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data.

Spatial navigation in preclinical Alzheimer's disease: A review Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 90

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:21695af347bc5a25eb2a7445422fb69a7fca8187abff8bb41daf7b3a9fadb8a6

Observation 39ec2ab3-06a6-44a4-ba0c-5ec313a275c9 · outbound

This paper cites an unresolved cited work.

Spatial navigation in preclinical Alzheimer's disease: A review Unresolved cited work

Reference 91

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:0a3238b2eb2094dd6378b8e9f5ea98f8bd02d5eed1515391c8ead1b9bf38faf9

Observation 2bceeec0-d047-429b-9992-acf9de030a9d · outbound

This paper cites Spatialqa: A benchmark for evaluating spatial log- ical reasoning in vision-language models.arXiv preprint arXiv:2602.20901, 2026.

Spatial navigation in preclinical Alzheimer's disease: A review Spatialqa: A benchmark for evaluating spatial log- ical reasoning in vision-language models.arXiv preprint arXiv:2602.20901, 2026

Reference 92

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:b5196e38f2155e2a3c7e18c1168550af5d98e737c1e53ebc20125e9e6e934f9d

Observation 22897017-56bc-47d3-9150-c9e52317f717 · outbound

This paper cites Structure causal models and llms integration in medi- cal visual question answering.IEEE Transactions on Med- ical Imaging, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Structure causal models and llms integration in medi- cal visual question answering.IEEE Transactions on Med- ical Imaging, 2025

Reference 93

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:9a0197166ced1b6fc2b8f3a1bf78ba2b2f4f3464a546d9b9a005910d8520aaf7

Observation c8cfd48a-70db-43bd-b024-8277dea63e68 · outbound

This paper cites Your group-relative advantage is biased.arXiv preprint arXiv:2601.08521, 2026.

Spatial navigation in preclinical Alzheimer's disease: A review Your group-relative advantage is biased.arXiv preprint arXiv:2601.08521, 2026

Reference 94

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:f1d5521813de5a6f76c7f38c5a8ae1674b3540570b36d1b571711983eac9c4b7

Observation 2015433a-c47d-42a6-a66c-a652d38908f4 · outbound

This paper cites Tooltree: Efficient llm tool planning via dual- feedback monte carlo tree search and bidirectional pruning.

Spatial navigation in preclinical Alzheimer's disease: A review Tooltree: Efficient llm tool planning via dual- feedback monte carlo tree search and bidirectional pruning

Reference 95

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:58e5c2b50aca5518f5f48b92f9abe5195de39d9a5a77bec8385b823f2b013580

Observation 6d7016cc-25a7-47c4-843d-9438a0990f3f · outbound

This paper cites Evotool: Self-evolving tool-use policy optimization in llm agents via blame-aware mutation and diversity-aware selection.arXiv preprint arXiv:2603.04900, 2026.

Spatial navigation in preclinical Alzheimer's disease: A review Evotool: Self-evolving tool-use policy optimization in llm agents via blame-aware mutation and diversity-aware selection.arXiv preprint arXiv:2603.04900, 2026

Reference 96

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:5f02857977c1dd331c8e56299ca6a67da42614832fc92e55d1dc234ecf4e791d

Observation a165aec9-7fd4-4bd8-945d-1e9c575d2861 · outbound

This paper cites Visual grounding with multi-modal conditional adaptation.

Spatial navigation in preclinical Alzheimer's disease: A review Visual grounding with multi-modal conditional adaptation

Reference 97

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:8b652f791cf6a089a33de9f74a89fb01db89efe5bdebd58ec58adf747e3ebd4f

Observation bd1d7cbf-f72f-4ac3-a0ee-b0fde5f4839c · outbound

This paper cites SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks.

Spatial navigation in preclinical Alzheimer's disease: A review SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks

Reference 98

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:175cc9023c3ab8d005f3ec38b82f09535fab83f2f5f0fccd801e919772096cc3

Observation f83bb55c-d7e2-48c2-ba84-c01418de4927 · outbound

This paper cites FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving.

Spatial navigation in preclinical Alzheimer's disease: A review FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving

Reference 99

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:f98a7290f07b1ed08acf79a9016964c9c13f8d4d56eac710663d660608ba628b

Observation 6923de2c-13c9-4953-8eeb-2bc5f2321754 · outbound

This paper cites Janusvln: Decoupling semantics and spatiality with dual implicit memory for vision-language navigation.arXiv preprint arXiv:2509.22548, 2025.

Spatial navigation in preclinical Alzheimer's disease: A review Janusvln: Decoupling semantics and spatiality with dual implicit memory for vision-language navigation.arXiv preprint arXiv:2509.22548, 2025

Reference 100

Resolution
unresolved
no resolver link, observed 2026-07-13T19:53:53.219607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T19:53:53.219607Z digest=sha256:4ed6d2529d109f3f5cce1b2b3931a11dfb6280923618b51b7bcdf4526d40773e

Pith citing papers

No inbound Pith citation observations are available.