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Paper Citation Record · LEDGER

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning

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.

pith.paper-citation-record.v1
2505.19954 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:08:19.727730Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

50 of 50 outbound references displayed

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  • verified fuzzy11
  • unresolved23
  • parse uncertain0
  • malformed identifier2
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7f5d94ad-1705-4a53-a836-1e8f8645d1b4 · outbound

This paper cites an unresolved cited work.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work

Reference 1

Resolution
verified exact
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Source-reported events for the cited work

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Observation 530b6f74-a32e-4c7c-aa03-9118582af3d4 · outbound

This paper cites Crous-Bou, C.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Crous-Bou, C

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0f705798-8bc5-43f5-b1c2-a7b41c3478e5 · outbound

This paper cites Review of technological challenges in personalised medicine and early diagnosis of neurodegenerative disorders.

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

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verified exact
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Source-reported events for the cited work

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Observation e5dd2dbc-d2ac-4338-8674-ea8bd1ed5f0e · outbound

This paper cites an unresolved cited work.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work

Reference 4

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verified exact
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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.

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Observation e7aa14fd-a95d-4ae9-8fd8-db1bc2b86557 · outbound

This paper cites An algorithmic approach to structural imaging in dementia.

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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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.

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Observation 9adc1e2b-cdbb-4668-b4f2-552992eb05f9 · outbound

This paper cites Deep learning-based classification and voxel-based visualization of frontotemporal dementia and alzheimer’s disease.

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

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Source-reported events for the cited work

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Observation 1efa3122-e496-4691-a4bd-73d87c37531f · outbound

This paper cites Deep grading for mri-based differential diagnosis of alzheimer’s disease and frontotemporal dementia.

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

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verified exact
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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.

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Observation b1b6e41f-00b8-4655-9191-5436ad1d6ff8 · outbound

This paper cites DiaMond: Dementia diagnosis with multi-modal vision transformers using MRI and PET, October 2024.

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

Resolution
verified fuzzy
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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.

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Observation 5a6091d1-cfae-46f4-8129-76b2809f2046 · outbound

This paper cites 3d transformer based on deformable patch location for differential diagnosis between alzheimer’s disease and frontotemporal dementia.

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

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verified exact
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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.

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Observation 75452d2d-7d78-4f36-9f2d-0b1e4793ffbe · outbound

This paper cites Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization.

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 180d53e3-2587-43b9-81d1-2978307f96c5 · outbound

This paper cites Interpretable differential diagnosis for alzheimer’s disease and frontotemporal dementia.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Interpretable differential diagnosis for alzheimer’s disease and frontotemporal dementia

Reference 12

Resolution
verified fuzzy
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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.

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Observation 7f96dfef-8d0e-4fcc-b1e2-1991093491f6 · outbound

This paper cites Deep grading for MRI-based differential diagnosis of Alzheimer’s disease and Frontotemporal dementia.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T14:08:15.897380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bd6a1caf-24df-4568-9cc9-992d24b59386 · outbound

This paper cites Vision-language models for medical report generation and visual question answering: a review.

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:15.971530Z digest=sha256:e73a0b4fb5172b8eac1db124d627a9533ff3dc3c1f2fd00ee5cd6ec3c58c4865

Observation 8f3b4fab-eafa-4108-9844-a6dec0b3f3da · outbound

This paper cites CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning CT2Rep: Automated Radiology Report Generation for 3D Medical Imaging

Reference 15

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no resolver link, observed 2026-08-07T14:08:16.079832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:16.079832Z digest=sha256:50f441fb2b7c3d1387db95d1a5e59952a08a9f2915f607ef9ddd52d882b0b900

Observation 0fb8ba65-6739-404a-b787-9d2e32de7a97 · outbound

This paper cites Towards a holistic framework for multimodal llm in 3d brain ct radiology report generation.

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

Resolution
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no resolver link, observed 2026-08-07T14:08:16.135161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:16.135161Z digest=sha256:080b4d35c4250d2f01c529fc52bedb7acaec7f089f0f974c1cd62df51699ddb1

Observation fec3d7e8-49eb-4c4b-b716-f5baf9828b9c · outbound

This paper cites Hyland, Shruthi Bannur, Kenza Bouzid, Daniel C.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Hyland, Shruthi Bannur, Kenza Bouzid, Daniel C

Reference 17

Resolution
verified fuzzy
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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.

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Observation fde4b1d8-08a3-4b98-acfa-695f3af792cb · outbound

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

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9463e737-cbe2-4540-897c-ee95f54a5386 · outbound

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

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

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Source-reported events for the cited work

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Observation 19d57772-796a-4a1c-a364-96fd1854a1d3 · outbound

This paper cites Is Grad-CAM Ex- plainable in Medical Images? , page 124–135.

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

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verified exact
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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.

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Observation fdd4231c-b6de-4658-a6df-1afe0787156f · outbound

This paper cites an unresolved cited work.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-07T14:08:16.551547Z

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source=pdf_text observed=2026-08-07T14:08:16.551547Z digest=sha256:aabaa19eff6670a1ab39d81b13af917d99c702c99fb104450370f78c1cdcdc4f

Observation 570dc654-245e-41c6-8e6f-315d83d1a3b2 · outbound

This paper cites Pfohl, Heather Cole-Lewis, Darlene Neal, Qazi Mamunur Rashid, Mike Schaekermann, Amy Wang, Dev Dash, Jonathan H.

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

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source=pdf_text observed=2026-08-07T14:08:16.623762Z digest=sha256:c98c24614d0eeccea48b11612108febda222f66c230e67d5a0e6f052a9653baa

Observation 5b5a787f-6a8d-4202-b30e-3d0e280de542 · outbound

This paper cites Patel and Kyle Lam.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Patel and Kyle Lam

Reference 23

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verified exact
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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.

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Observation cfdedf2f-0c16-42f2-be7d-0a72c0864808 · outbound

This paper cites Langlotz, Jason Hom, Sergios Gatidis, John Pauly, and Akshay S.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Langlotz, Jason Hom, Sergios Gatidis, John Pauly, and Akshay S

Reference 24

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Source-reported events for the cited work

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Observation c2eb5a4f-bb34-43a0-8077-f4070ed7bd17 · outbound

This paper cites Kim, Cordelia Orillac, Zane Schnurman, Christopher Livia, Hannah Weiss, David Kurland, Sean Neifert, Yosef Dastagirzada, Douglas Kondziolka, Alexander T.

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:16.865341Z digest=sha256:d244c149e398249fd3aae37312ebd2f0bd6c3ad83adfb7bda0379f996d496a54

Observation c3ded20a-8916-4dba-a66d-79b43134be61 · outbound

This paper cites Sara Mahdavi, Sushant Prakash, Anupam Pathak, Christopher Semturs, Shwetak Patel, Dale R.

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

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verified fuzzy
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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.

source=pdf_text observed=2026-08-07T14:08:16.951544Z digest=sha256:9543894ee1cef4e486df53f6e8f9a9036ed3b0b8c7472c78f8e07d3030cad01e

Observation 3f3f7ed6-60a6-4c30-b85b-5679f5dd4258 · outbound

This paper cites Adams, Jens-Michalis Papaioannou, Paul Grundmann, Tom Oberhauser, Alexei Figueroa, Alexander Löser, Daniel Truhn, and Keno K.

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

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verified fuzzy
raw_fallback, observed 2026-08-07T14:09:02.631831Z

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.

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Observation 220b7ddc-d9e8-46c4-a39f-3c491c75b8b3 · outbound

This paper cites BioBERT: A pre-trained biomedical language representation model for biomedical text mining, October 2019.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:02.384943Z

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.

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Observation a082c795-655d-4cf4-9761-2b1dc4264477 · outbound

This paper cites BioGPT: Generative pre-trained transformer for biomedical text generation and mining.

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

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T14:09:02.144229Z

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.

source=pdf_text observed=2026-08-07T14:08:17.229846Z digest=sha256:d5e6c82959c856f441c10e7632d494146edc1da6e84ddf4dc2e1093132ffc10b

Observation 55d8a2f7-ccf9-4c54-bdc1-5cd3c52513cd · outbound

This paper cites Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing, September 2021.

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

Resolution
verified fuzzy
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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.

source=pdf_text observed=2026-08-07T14:08:17.319645Z digest=sha256:4ccfbb9a925311a1ebe7ad3aa3718298fbe91cfbef64bc4b219e7aa88671632e

Observation 0f4a5ae1-5680-45c0-a950-2aaf5124c815 · outbound

This paper cites Med-Flamingo: A Multimodal Medical Few-shot Learner.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Med-Flamingo: A Multimodal Medical Few-shot Learner

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:01.674764Z

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.

source=pdf_text observed=2026-08-07T14:08:17.422579Z digest=sha256:80086e07b89e4c6565aa9605432ba023d69ecf963d7495eec33d2c1b67b27ec0

Observation cf700102-a5eb-4157-8cfb-8591af3c6db5 · outbound

This paper cites LLaV A-Med: Training a Large Language-and- Vision Assistant for Biomedicine in One Day, June 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:01.405039Z

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.

source=pdf_text observed=2026-08-07T14:08:17.568840Z digest=sha256:872cecb0f5a47634a0afc1a64c095d555529e6e45819e8b7fcbaaededa088073

Observation 510de033-6085-42e4-bcde-8fee298076fd · outbound

This paper cites an unresolved cited work.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:01.074253Z

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.

source=pdf_text observed=2026-08-07T14:08:17.674676Z digest=sha256:64c6ef600a2ca908758d868681295dff2c32edabf7be2191dae6445240aec390

Observation 1c369db7-7eb6-4f5d-ae01-9eb65e72f72f · outbound

This paper cites an unresolved cited work.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-07T14:09:00.688926Z

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.

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Observation 2d85cdf5-926e-41fe-b995-6a8badea7ba3 · outbound

This paper cites Savage, A.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Savage, A

Reference 35

Resolution
unresolved
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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:17.905051Z digest=sha256:d1f8beed2f5b04ffd24b488416ff4e20e03a34cbf07cce0dab50229056bf2df6

Observation f7d1228e-c21b-4983-82a4-a22745fdcd09 · outbound

This paper cites Melton, James Zou, and Rui Zhang.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Melton, James Zou, and Rui Zhang

Reference 36

Resolution
verified exact
doi, observed 2026-08-07T14:08:20.142099Z

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.

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Observation 7efde3fa-420d-4a6f-9d0a-4a005fbdfdb8 · outbound

This paper cites Large language models are clinical reasoners: Reasoning-aware diagnosis framework with prompt-generated 13 rationales.

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

Resolution
verified exact
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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.

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Observation b9efb0f3-1f51-47f5-a0d1-fa670f5d08e3 · outbound

This paper cites Med-r1: Reinforcement learning for generalizable medical reasoning in vision-language models, 2025.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T14:08:18.370393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:18.370393Z digest=sha256:620498257193ecea0288e523a6ee26bfb937afd39d9690adfb4320de33a866ef

Observation 8e487db8-7051-4752-b593-ed217b01fde8 · outbound

This paper cites an unresolved cited work.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work

Reference 39

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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.

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Observation 4f24c316-d383-4231-870c-cbe27b820655 · outbound

This paper cites Manjón, and Alzheimer’s Disease Neuroimaging Initiative.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Manjón, and Alzheimer’s Disease Neuroimaging Initiative

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:09:00.486393Z

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.

source=pdf_text observed=2026-08-07T14:08:18.587341Z digest=sha256:ef3e5d783cf4efe459a4f6e14bf337f6e43fcb8c4acfd8269bd0af1a0e49591a

Observation 751f509a-11c1-46ab-96ea-b7d420456fe1 · outbound

This paper cites Jack, Matt A.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Jack, Matt A

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:08:18.827197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:18.827197Z digest=sha256:8b6334e9ac97f7d54d68131e485ab4b234f674bcf4f510d6fa6fbf7026e771e8

Observation 835c94f4-27be-44ab-adcf-bebf3756b4b3 · outbound

This paper cites an unresolved cited work.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:09:00.170133Z

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.

source=pdf_text observed=2026-08-07T14:08:18.995643Z digest=sha256:4a9922e9f27f64a268228e34bb0510aace3c9f11b644793206e29e82ef270fb7

Observation 67506889-2f6e-46bc-bf7a-1e47e11b7b1d · outbound

This paper cites Openbiollms: Advancing open-source large lan- guage models for healthcare and life sciences.

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

Resolution
verified fuzzy
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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.

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Observation bff39eb0-2b10-48fa-a8a5-449cedb4c8b0 · outbound

This paper cites The Llama 3 Herd of Models.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning The Llama 3 Herd of Models

Reference 44

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:19.208659Z digest=sha256:bf94cc0e19a83a24aee09f796be3616d635e9024ed0da332a4721329bb93a6f1

Observation 5ea864cf-6f20-4c43-8364-8ce90cb2a2d1 · outbound

This paper cites Qwen2.5 Technical Report.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Qwen2.5 Technical Report

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T14:08:19.281515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:19.281515Z digest=sha256:f6d2ea4b76e7935d55fde51ccbd76652eb0cf8b2596f19fd18306e36d3be9e6f

Observation df01f433-ca0f-423e-8e65-c182ce9d9cb8 · outbound

This paper cites Qwen3 Technical Report.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Qwen3 Technical Report

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T14:08:19.359420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:19.359420Z digest=sha256:47de01fc349396be6435be31e9fa52168e8dbd79f8480a8e59e030c3548c7e86

Observation 3b091efd-2ad3-4bb1-87fd-841915eae57f · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Gonzalez, Hao Zhang, and Ion Stoica

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T14:08:19.475302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:19.475302Z digest=sha256:eadb75c54c8983e59d4fc148a742eca446222bc2cfe523acd600ca59aadae9c1

Observation 8f5f15ee-b94a-4734-aaa5-47e6a80e01b8 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning LoRA: Low-Rank Adaptation of Large Language Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T14:08:19.559387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:19.559387Z digest=sha256:4bb89fb388a80bd1c21da72f084c30d5a3187ad2ead817121f28573d7d6fd115

Observation d025a521-5648-456f-94c6-848c5e381b83 · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Understanding R1-Zero-Like Training: A Critical Perspective

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T14:08:19.656250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:08:19.656250Z digest=sha256:b1325705aaa92ab7df75a38d008a37e0b96e51e108b0462b5c3ac49d7187fa49

Observation fd5d355d-5ecc-4c82-85b3-665d873f403b · outbound

This paper cites an unresolved cited work.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Unresolved cited work

Reference 50

Resolution
verified exact
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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.

source=pdf_text observed=2026-08-07T14:08:19.727730Z digest=sha256:027708aa363bb6434ccd4b71023883429a41d048e8463ca6f1c8e121d8f5560e

Observation 34627eef-24eb-415e-8eaf-16afb2b62714 · outbound

This paper cites Epub 2017 Jul 24.

An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning Epub 2017 Jul 24

Reference 2017

Resolution
verified exact
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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.

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Pith citing papers

No inbound Pith citation observations are available.