Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:08:19.727730Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2505.19954.
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 2026-08-07T14:08:19.727730Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
50 of 50 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 7f5d94ad-1705-4a53-a836-1e8f8645d1b4 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 530b6f74-a32e-4c7c-aa03-9118582af3d4 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Crous-Bou, C
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f705798-8bc5-43f5-b1c2-a7b41c3478e5 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Review of technological challenges in personalised medicine and early diagnosis of neurodegenerative disorders
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e5dd2dbc-d2ac-4338-8674-ea8bd1ed5f0e · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e7aa14fd-a95d-4ae9-8fd8-db1bc2b86557 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning An algorithmic approach to structural imaging in dementia
Reference 5
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Observation 9adc1e2b-cdbb-4668-b4f2-552992eb05f9 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Deep learning-based classification and voxel-based visualization of frontotemporal dementia and alzheimer’s disease
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1efa3122-e496-4691-a4bd-73d87c37531f · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Deep grading for mri-based differential diagnosis of alzheimer’s disease and frontotemporal dementia
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b1b6e41f-00b8-4655-9191-5436ad1d6ff8 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning DiaMond: Dementia diagnosis with multi-modal vision transformers using MRI and PET, October 2024
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a6091d1-cfae-46f4-8129-76b2809f2046 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning 3d transformer based on deformable patch location for differential diagnosis between alzheimer’s disease and frontotemporal dementia
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 75452d2d-7d78-4f36-9f2d-0b1e4793ffbe · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 180d53e3-2587-43b9-81d1-2978307f96c5 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Interpretable differential diagnosis for alzheimer’s disease and frontotemporal dementia
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f96dfef-8d0e-4fcc-b1e2-1991093491f6 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Deep grading for MRI-based differential diagnosis of Alzheimer’s disease and Frontotemporal dementia
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd6a1caf-24df-4568-9cc9-992d24b59386 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Vision-language models for medical report generation and visual question answering: a review
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f3b4fab-eafa-4108-9844-a6dec0b3f3da · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fb8ba65-6739-404a-b787-9d2e32de7a97 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Towards a holistic framework for multimodal llm in 3d brain ct radiology report generation
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fec3d7e8-49eb-4c4b-b716-f5baf9828b9c · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Hyland, Shruthi Bannur, Kenza Bouzid, Daniel C
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fde4b1d8-08a3-4b98-acfa-695f3af792cb · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9463e737-cbe2-4540-897c-ee95f54a5386 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19d57772-796a-4a1c-a364-96fd1854a1d3 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Is Grad-CAM Ex- plainable in Medical Images? , page 124–135
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fdd4231c-b6de-4658-a6df-1afe0787156f · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 570dc654-245e-41c6-8e6f-315d83d1a3b2 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Pfohl, Heather Cole-Lewis, Darlene Neal, Qazi Mamunur Rashid, Mike Schaekermann, Amy Wang, Dev Dash, Jonathan H
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b5a787f-6a8d-4202-b30e-3d0e280de542 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Patel and Kyle Lam
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cfdedf2f-0c16-42f2-be7d-0a72c0864808 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Langlotz, Jason Hom, Sergios Gatidis, John Pauly, and Akshay S
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2eb5a4f-bb34-43a0-8077-f4070ed7bd17 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Kim, Cordelia Orillac, Zane Schnurman, Christopher Livia, Hannah Weiss, David Kurland, Sean Neifert, Yosef Dastagirzada, Douglas Kondziolka, Alexander T
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3ded20a-8916-4dba-a66d-79b43134be61 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Sara Mahdavi, Sushant Prakash, Anupam Pathak, Christopher Semturs, Shwetak Patel, Dale R
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f3f7ed6-60a6-4c30-b85b-5679f5dd4258 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Adams, Jens-Michalis Papaioannou, Paul Grundmann, Tom Oberhauser, Alexei Figueroa, Alexander Löser, Daniel Truhn, and Keno K
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 220b7ddc-d9e8-46c4-a39f-3c491c75b8b3 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning BioBERT: A pre-trained biomedical language representation model for biomedical text mining, October 2019
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a082c795-655d-4cf4-9761-2b1dc4264477 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning BioGPT: Generative pre-trained transformer for biomedical text generation and mining
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 55d8a2f7-ccf9-4c54-bdc1-5cd3c52513cd · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing, September 2021
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0f4a5ae1-5680-45c0-a950-2aaf5124c815 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Med-Flamingo: A Multimodal Medical Few-shot Learner
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf700102-a5eb-4157-8cfb-8591af3c6db5 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning LLaV A-Med: Training a Large Language-and- Vision Assistant for Biomedicine in One Day, June 2023
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 510de033-6085-42e4-bcde-8fee298076fd · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1c369db7-7eb6-4f5d-ae01-9eb65e72f72f · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d85cdf5-926e-41fe-b995-6a8badea7ba3 · outbound
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7d1228e-c21b-4983-82a4-a22745fdcd09 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Melton, James Zou, and Rui Zhang
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7efde3fa-420d-4a6f-9d0a-4a005fbdfdb8 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Large language models are clinical reasoners: Reasoning-aware diagnosis framework with prompt-generated 13 rationales
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b9efb0f3-1f51-47f5-a0d1-fa670f5d08e3 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Med-r1: Reinforcement learning for generalizable medical reasoning in vision-language models, 2025
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e487db8-7051-4752-b593-ed217b01fde8 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4f24c316-d383-4231-870c-cbe27b820655 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Manjón, and Alzheimer’s Disease Neuroimaging Initiative
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 751f509a-11c1-46ab-96ea-b7d420456fe1 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Jack, Matt A
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 835c94f4-27be-44ab-adcf-bebf3756b4b3 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67506889-2f6e-46bc-bf7a-1e47e11b7b1d · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Openbiollms: Advancing open-source large lan- guage models for healthcare and life sciences
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bff39eb0-2b10-48fa-a8a5-449cedb4c8b0 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning The Llama 3 Herd of Models
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ea864cf-6f20-4c43-8364-8ce90cb2a2d1 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Qwen2.5 Technical Report
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df01f433-ca0f-423e-8e65-c182ce9d9cb8 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Qwen3 Technical Report
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b091efd-2ad3-4bb1-87fd-841915eae57f · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Gonzalez, Hao Zhang, and Ion Stoica
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f5f15ee-b94a-4734-aaa5-47e6a80e01b8 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning LoRA: Low-Rank Adaptation of Large Language Models
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d025a521-5648-456f-94c6-848c5e381b83 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Understanding R1-Zero-Like Training: A Critical Perspective
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd5d355d-5ecc-4c82-85b3-665d873f403b · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 34627eef-24eb-415e-8eaf-16afb2b62714 · outbound
An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Epub 2017 Jul 24
Reference 2017
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.