Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T19:53:53.219607Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-13T19:53:53.219607Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 109 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 521381b1-3323-4fee-b7d6-d46a08a209f7 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fc21728-a344-4d6e-9de9-8c006a181a86 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Qwen2.5-VL Technical Report
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7712ecca-6b57-4c83-bdff-39a1067e7b76 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Constitutional ai: Harmlessness from ai feedback, 2022
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9b082ce-5899-40d1-bf96-c92a07b87aa2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 210bf1a5-c89e-4307-91b8-53bb908dcbf9 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Causality matters in medical imaging.Nature Communications, 11 (1):3673, 2020
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ed8980d-1f29-4169-bd29-af02ec9c672a · outbound
Spatial navigation in preclinical Alzheimer's disease: A review 360+x: A panoptic multi- modal scene understanding dataset
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ccaa8e1-d88d-4ae9-a63c-0889fc11bedd · outbound
Spatial navigation in preclinical Alzheimer's disease: A review HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a7742ae-7a4a-4173-aa79-3d3cda2bc299 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Teaching large language models to self-debug
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4324495d-14d1-48d7-a494-160e755fa181 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Bridging radiology and pathology foundation models via concept- based multimodal co-adaptation
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0dbdbab-5af2-4d5e-8100-43374892b348 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 342f1df9-8406-48a8-96f5-cbdccebf669a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc0cbcd2-fd02-4a10-a443-2de0d50a6eb9 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 733345d7-5c4a-4e6e-addb-591f74a23ca8 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Tinymig: Trans- ferring generalization from vision foundation models to single-domain medical imaging
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b3e77ca-d219-479a-a9ed-f9b9dfc89605 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b969da5a-770f-4f2b-b529-e27292241713 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a43aa93e-b7b6-433a-963a-2e6fe4747d47 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2766d46-4996-470b-83e4-6709c3e58d03 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Prpo: Aligning process reward with outcome reward in policy optimization
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72184f71-177e-41ad-8d56-2433492a95eb · outbound
Spatial navigation in preclinical Alzheimer's disease: A review NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 702c7a70-2ed0-4f38-9e59-78a09bfb6a32 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9624cf12-1c54-4f17-be4d-3a12eaeee5b0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d61ef00-c0b3-4165-b94e-9b20553f6c8e · outbound
Spatial navigation in preclinical Alzheimer's disease: A review DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a418c821-25e1-46a9-ad2a-6c1fa260bafb · outbound
Spatial navigation in preclinical Alzheimer's disease: A review GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ce64b17-b25f-469f-9a45-03ee17c61d25 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Pathological Visual Question Answering
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c527468d-e292-4198-a601-3362ee4feee7 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7691803-d8b2-42e8-a10c-88e4aea609df · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74db40c6-c92f-45a1-9d3d-29c78cc0c9c8 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Large language models cannot self-correct reasoning yet
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48a1135f-4325-4b9d-a249-4fcff8349951 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99d281c2-10b8-4c75-9d03-7bcf0273cc11 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review GPT-4o System Card
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f376a17-7843-4fae-a453-22f609a4d916 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Med-moe: Mixture of domain-specific experts for lightweight medical vision-language models
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7acbc974-e920-45cd-92ad-2893b60ab1e0 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d70a14e9-a1d6-44d6-9fe6-a99e5755f1e8 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Why Adam Can Beat SGD: Second-Moment Normalization Yields Sharper Tails
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cdda754-6199-45ee-a010-4750b3483ab7 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Tic-grpo: Provable and efficient optimiza- tion for reinforcement learning from human feedback
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b54fe54a-24bf-4425-9db8-227615d84b77 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 100936d7-c0e5-40db-9b4a-4f133511a891 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c7d4124-51bf-4a2f-a612-681e39b877f1 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6a3cf1a-3459-4850-9ac9-31e842423f9b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87b6d16a-8ab2-46c0-9170-fc35c64da079 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39cac76d-3e61-4353-8053-4821909a0143 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 2fa15a8d-0384-4c04-a857-9549710f162a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62e2d595-6e8b-4505-ae11-7f090de1bdeb · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Stitchfusion: Weaving any visual modalities to en- hance multimodal semantic segmentation
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a46cd1fb-8890-41da-952a-96f50397ebdb · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7e3f5e4-13d7-4d61-8c62-8ef401ef5460 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8fc8c011-4f46-4aea-b39d-e308dba819ea · outbound
Spatial navigation in preclinical Alzheimer's disease: A review M²IV: Towards efficient and fine-grained multimodal in-context learning via representation engineering
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c95d9549-ee9c-4ea3-9687-3a8a20b92845 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1f1bbab-fc1d-4bf6-9441-d9556567aa25 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddb91ef8-0393-4ec5-b8c4-6e3aa7b7d8df · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Taco: Enhancing multimodal in-context learning via task mapping-guided sequence con- figuration
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f686707-2487-4b52-bbca-63eb4d261128 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 19545b0d-843d-40b9-9bb6-cde23cb5309b · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bee8505e-1b0e-4a8d-8934-abb6ff6c4102 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Surgical Post-Training: Proximal On-Policy Distillation for Reasoning with Knowledge Retention
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ac46c08-ebf5-4471-a461-db82de4b879e · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Gamebot: Transparent assessment of llm reasoning in games
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbff5f83-cc85-48b8-8f02-fe602444644e · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Slake: A semantically-labeled knowledge- enhanced dataset for medical visual question answering
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52761bfd-0412-4ed6-8fed-1dbabad8db85 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7d2d684-a6cf-430e-8da1-6fb126aaae8b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c11bcc40-8f5d-4ac4-902b-9c0a81ade095 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review On the Intrinsic Self-Correction Capability of LLMs: Uncertainty and Latent Concept
Reference 54
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Unavailable: canonical work link unavailable.
Observation 56cae0d7-b688-4e85-8277-bb65b0d99696 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Improved Baselines with Visual Instruction Tuning
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation befa3a0a-9ccd-4ad5-8597-9c1cad532fca · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Medcot: Medical chain of thought via hierarchical expert
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b07654d8-d2b7-4a17-ab34-1208712508be · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4915d3a0-2cff-4ec7-a7b5-3db2b29ab9c8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5919bcb7-d510-4736-a62c-82183a9eb214 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4918724-9b65-48fc-9a8e-bd20e7cb82e8 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Decoupled Weight Decay Regularization
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9189b39-cbf2-4c43-9d4c-28a15f82769b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e882ff47-a36b-45e4-a5fd-782c7e698503 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87d46b4a-e31b-4393-81fb-969002c07996 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Self- refine: Iterative refinement with self-feedback
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f4efdd9-c619-483f-bf28-83b245d2efe0 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Med-flamingo: a multimodal medical few-shot learner
Reference 64
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b32ea87-e1ac-46b1-a7c1-62d1a9c0f7f3 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Self-Taught Self-Correction for Small Language Models
Reference 65
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 434fd10d-647b-4865-8b56-e1fe6d0b6481 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Training lan- guage models to follow instructions with human feedback
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5efa0431-d459-4b19-8642-cacf6063df99 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23181093-ef2c-42ff-804d-ff41c271be07 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Toward Understanding Why Adam Converges Faster Than SGD for Transformers
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1289683-30e0-4f9c-aaf9-59f32e273cd6 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b54c10bc-c1c4-44b2-a72a-1735cfa313b5 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Elements of causal inference: foundations and learning al- gorithms
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63c68576-1751-4d9b-9ca6-8b2eb4ebc3aa · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78c12486-d316-4259-8d4b-b0101ecca4ef · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ea6bcc0-db66-4a04-ac76-643e58c2c1cf · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33212b25-b937-4692-96d4-aa257a73f30e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19cf95bc-c473-4a5d-8591-5efdc83e7dc5 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Proximal Policy Optimization Algorithms
Reference 75
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ad09f7e-b8ec-4701-9cd5-bcf6a58b57b7 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 127d9802-0ad0-4bb5-990a-0e2220bd90a3 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 635e0017-9b9f-4d17-b2f7-0e961982ed91 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Hume: Introducing System-2 Thinking in Visual-Language-Action Model
Reference 78
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe995278-10e0-42ae-8b01-393c26e69aea · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 819ac3dc-7ca2-4ac4-bae3-3dfe148d9fd8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a72a878-1c8b-49b5-8f56-53bdd8ddece3 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Causal reasoning in medical imaging
Reference 81
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 101396cb-b3b2-45ca-bc81-9b664f3659dc · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
Reference 82
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e76c68d-6de4-4fd3-8e0f-8960821da3b6 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Chain-of-Thought Reasoning Without Prompting
Reference 83
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33c9e10d-d3a1-4065-99ed-14b388954fac · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 84
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b67028cb-aec2-401a-9e9d-eab5a75de1d4 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0686172-e087-4846-b7d7-2d7c7cc7ecda · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Spatialclip: Learning 3d- aware image representations from spatially discriminative language
Reference 86
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66ebc2ad-d44f-40bf-821a-6483debaec24 · outbound
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
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Observation bb039fcf-0690-45da-9b0a-4f3f5b5efba9 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Kicgpt: Large language model with knowledge in context for knowledge graph completion
Reference 88
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Observation 96761a8c-9fd6-43ac-b7b2-cc11282b8eb3 · outbound
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
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Observation 4b518827-c338-4c26-9a6c-6c5bbe23e4cb · outbound
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
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Observation 39ec2ab3-06a6-44a4-ba0c-5ec313a275c9 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Unresolved cited work
Reference 91
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Observation 2bceeec0-d047-429b-9992-acf9de030a9d · outbound
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
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Observation 22897017-56bc-47d3-9150-c9e52317f717 · outbound
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
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Observation c8cfd48a-70db-43bd-b024-8277dea63e68 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Your group-relative advantage is biased.arXiv preprint arXiv:2601.08521, 2026
Reference 94
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Observation 2015433a-c47d-42a6-a66c-a652d38908f4 · outbound
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
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Unavailable: canonical work link unavailable.
Observation 6d7016cc-25a7-47c4-843d-9438a0990f3f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a165aec9-7fd4-4bd8-945d-1e9c575d2861 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review Visual grounding with multi-modal conditional adaptation
Reference 97
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Observation bd1d7cbf-f72f-4ac3-a0ee-b0fde5f4839c · outbound
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
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Unavailable: canonical work link unavailable.
Observation f83bb55c-d7e2-48c2-ba84-c01418de4927 · outbound
Spatial navigation in preclinical Alzheimer's disease: A review FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving
Reference 99
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Unavailable: canonical work link unavailable.
Observation 6923de2c-13c9-4953-8eeb-2bc5f2321754 · outbound
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
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No inbound Pith citation observations are available.