Paper Citation Record · LEDGER

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles

As of 14 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 4 inbound Pith citation observations for arXiv:2412.16701.

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

pith.paper-citation-record.v1
2412.16701 v3

Coverage vector

measured 84 of 84 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T10:25:34.435814Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:39:05.955623Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T13:52:19.999243Z

Reference resolution

84 of 84 outbound references displayed

verified exact5
verified fuzzy41
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 46475cce-7216-4029-8828-5935612571ad · outbound

This paper cites Benchmarking large language models in retrieval-augmented generation.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Benchmarking large language models in retrieval-augmented generation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.082335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ba01851-3bc9-470d-b38a-54d080aaa68b · outbound

This paper cites Retrieving Multimodal Information for Augmented Generation: A Survey.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Retrieving Multimodal Information for Augmented Generation: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.086986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58465320-cb08-4755-b440-d1ad0a1be661 · outbound

This paper cites Evaluating Large Language Models for Document-grounded Response Generation in Information-Seeking Dialogues.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Evaluating Large Language Models for Document-grounded Response Generation in Information-Seeking Dialogues

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.092322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b798d1a5-47d3-4beb-83d6-e771594d1f33 · outbound

This paper cites BioRAG: A RAG-LLM Framework for Biological Question Reasoning.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles BioRAG: A RAG-LLM Framework for Biological Question Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.096863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f49d254b-9a0b-44aa-90b3-e30fc287a94b · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.101290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f628bc-2002-45f0-b14e-48d229f5fa1c · outbound

This paper cites Context-Aware Answer Extraction in Question Answering.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Context-Aware Answer Extraction in Question Answering

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.105504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98bd530c-64c5-4a8f-8a59-5414a4e5f4ae · outbound

This paper cites Utilizing Large Language Models for Question Answering in Task-Oriented Dialogues.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Utilizing Large Language Models for Question Answering in Task-Oriented Dialogues

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.109859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c3b278c-f8ed-4dea-b66a-86b98409c600 · outbound

This paper cites Descriptor: Open-Domain Long-Form Context-Aware Question-Answering Dataset (DragonVerseQA).

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Descriptor: Open-Domain Long-Form Context-Aware Question-Answering Dataset (DragonVerseQA)

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T10:25:35.046213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e8dab3e2-61b2-4709-a151-2a34be349d68 · outbound

This paper cites HouseOfTheDragonQA: Open-Domain Long-form Context-Aware QA Pairs for TV Series.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles HouseOfTheDragonQA: Open-Domain Long-form Context-Aware QA Pairs for TV Series

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.118141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f90d586c-4d40-4bd4-8bea-b652695fcb27 · outbound

This paper cites Gameofthronesqa: Answer-aware question-answer pairs for TV series.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Gameofthronesqa: Answer-aware question-answer pairs for TV series

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.733111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a000a532-cf0c-4747-85ac-c5c802135c23 · outbound

This paper cites MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.126034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a14c9e4e-5de9-4923-8ee3-47f6d7a3d832 · outbound

This paper cites Parameter-efficient fine-tuning of large-scale pre-trained language models.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Parameter-efficient fine-tuning of large-scale pre-trained language models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.720292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 624d7a80-3dd2-4606-bfd6-a086b49e4620 · outbound

This paper cites An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.706777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation df704f00-c3e0-4c92-940e-d8d476ed6a40 · outbound

This paper cites PubMedQA: A Dataset for Biomedical Research Question Answering.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles PubMedQA: A Dataset for Biomedical Research Question Answering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.137977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 013c5071-b3a8-4656-9821-55c34fdd4cb2 · outbound

This paper cites MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.142407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 428f9e2f-df5f-44c0-85f5-87cdec90b20d · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.690915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1d16eede-b989-4e0d-b90c-596ec4eb9d55 · outbound

This paper cites GFE-Mamba: Mamba-based AD Multi-modal Progression Assessment via Generative Feature Extraction from MCI.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles GFE-Mamba: Mamba-based AD Multi-modal Progression Assessment via Generative Feature Extraction from MCI

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.150153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba957e46-df04-49a0-a9fc-3ae03a212a90 · outbound

This paper cites Large language models in health care: Development, applications, and challenges.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Large language models in health care: Development, applications, and challenges

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.674436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a5154afd-218a-46da-9247-e4a621ca2019 · outbound

This paper cites Integrating UMLS Knowledge into Large Language Models for Medical Question Answering.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Integrating UMLS Knowledge into Large Language Models for Medical Question Answering

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:25:34.917057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3e2febaf-f8e7-4115-8ba9-f25debace1b2 · outbound

This paper cites BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.164361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d884ce73-6e6c-4ce8-b40d-58d8bdff8ae6 · outbound

This paper cites Introduction to Large Language Models (LLMs) for dementia care and research.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Introduction to Large Language Models (LLMs) for dementia care and research

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.660202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0630de50-d098-4077-a0b2-9c9e3c542b57 · outbound

This paper cites Multimodal token fusion for vision transformers.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Multimodal token fusion for vision transformers

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.645940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 06b0bc20-493d-44a5-b085-207ea107bcf4 · outbound

This paper cites Deep Learning for Medical Image-Based Cancer Diagnosis.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Deep Learning for Medical Image-Based Cancer Diagnosis

Reference 23

Resolution: verified exact; doi, observed 2026-08-11T10:25:34.507377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 417602ce-fc51-4534-b9cc-9d2db4b7a892 · outbound

This paper cites Cross-modal translation and alignment for survival analysis.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Cross-modal translation and alignment for survival analysis

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.631535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ae76b565-a344-479e-97da-ab1e7d68992b · outbound

This paper cites A Robust 3-D Medical Watermarking Based on Wavelet Transform for Data Protection.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles A Robust 3-D Medical Watermarking Based on Wavelet Transform for Data Protection

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.617849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2ab689dd-a870-47a1-a1e5-8a0b36771bd3 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Distilling the Knowledge in a Neural Network

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.188029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 273efcb1-e305-4006-9e77-1af88d8be12a · outbound

This paper cites PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles PaCKD: Pattern-Clustered Knowledge Distillation for Compressing Memory Access Prediction Models

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.603250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 877a00a8-a877-4cb3-b8e2-8ae1681a9aad · outbound

This paper cites Use of multimodality imaging and artificial intelligence for diagnosis and prognosis of early stages of Alzheimer’s disease.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Use of multimodality imaging and artificial intelligence for diagnosis and prognosis of early stages of Alzheimer’s disease

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.588224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fc464c9f-296d-46a6-b973-5f7507c29571 · outbound

This paper cites Studying the Alzheimer’s disease continuum using EEG and fMRI in single- modality and multi-modality settings.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Studying the Alzheimer’s disease continuum using EEG and fMRI in single- modality and multi-modality settings

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.575687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c41c25d9-f2b4-4fa8-ba62-5c4fce0fc3d4 · outbound

This paper cites Artificial intelligence-based diagnosis of Alzheimer’s disease with brain MRI images.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Artificial intelligence-based diagnosis of Alzheimer’s disease with brain MRI images

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.561798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3cac0bef-a38c-4f7d-854c-44852c976e10 · outbound

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

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles BioBERT: A pre-trained biomedical language representation model for biomedical text mining

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.548198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b24a6b6a-e48a-4551-9454-d95e9f8b726a · outbound

This paper cites Transformer models in biomedicine.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Transformer models in biomedicine

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.534896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation db9b32b9-14d0-4251-a229-0d0c4ce89aeb · outbound

This paper cites Benchmarking Retrieval-Augmented Generation for Medicine.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Benchmarking Retrieval-Augmented Generation for Medicine

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.218760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dfef84d-193e-4e1d-8e77-e97c31cbf177 · outbound

This paper cites TMU at TREC Clinical Trials Track 2023.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles TMU at TREC Clinical Trials Track 2023

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-11T10:25:34.859916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d8772a7a-aabb-4f8a-8aa8-6e569dfadfff · outbound

This paper cites an unresolved cited work.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:25:35.521256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 63dcb932-1a47-4db5-8f8d-adda1f742e76 · outbound

This paper cites PubMed Retrieval with RAG Techniques.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles PubMed Retrieval with RAG Techniques

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.508690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 28fc3081-c123-4fe8-a9c3-11c0c6201fcf · outbound

This paper cites an unresolved cited work.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:25:35.496564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1f254824-96c5-41d8-8f2c-d3659eb466bf · outbound

This paper cites an unresolved cited work.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:25:35.484006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8e58bec4-de61-4276-bb20-a003b588bf78 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles QLoRA: Efficient Finetuning of Quantized LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.247604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf603baa-01b3-46dd-9ca7-8a40f53975ee · outbound

This paper cites LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.251640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f86b8393-bc99-420a-974e-633b5fa4499a · outbound

This paper cites an unresolved cited work.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:25:35.471918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 826d92ca-1457-45f4-ac33-99e07aa3659c · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.261603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4b3b9f8-fe2a-4e77-9cde-c6b7ff564ab0 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Code Llama: Open Foundation Models for Code

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.266906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d808bc82-fbd4-4707-8385-1e7389c92271 · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Learning Transferable Visual Models From Natural Language Supervision

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.459810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ccd02306-d1a8-4567-ab4a-27c613fd8753 · outbound

This paper cites Ok-vqa: A visual question answering benchmark requiring external knowledge.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Ok-vqa: A visual question answering benchmark requiring external knowledge

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.446930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation febf16e9-6de0-4fe2-af8d-d2e720be548d · outbound

This paper cites RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.278823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6850189-a492-4730-8da2-0b09d047b17d · outbound

This paper cites an unresolved cited work.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:25:35.434999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation beabe89d-5d6b-4794-82d4-40d79e5ed2f0 · outbound

This paper cites Docs, 2021.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Docs, 2021

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.424019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dd5fe4a4-ac96-4543-8a10-2756327c092d · outbound

This paper cites Creating large language model applications utilizing langchain: A primer on developing llm apps fast.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Creating large language model applications utilizing langchain: A primer on developing llm apps fast

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.412570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bdbe0151-ab11-4a61-afc7-d3855bf6296b · outbound

This paper cites an unresolved cited work.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:25:35.401487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 05c8f36f-5fd3-4256-ac06-9d66126ce7f8 · outbound

This paper cites PubMedBERT-2: Advanced Biomedical Language Understanding.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles PubMedBERT-2: Advanced Biomedical Language Understanding

Reference 51

Resolution: verified exact; raw_fallback, observed 2026-08-11T10:25:34.777318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2874e9b6-78c2-4f0f-84ec-93ccc13d0bac · outbound

This paper cites LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.301421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 460483e0-43fe-4850-b1b1-e0f34d95c6fa · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.305869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40d5ef89-e6d4-41f9-9b5a-d03b2c82d7e5 · outbound

This paper cites SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.309681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c16fe41c-bdc4-45a8-8409-20ee1f44b2b5 · outbound

This paper cites SciBERT: A Pretrained Language Model for Scientific Text.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles SciBERT: A Pretrained Language Model for Scientific Text

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.313611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f04da841-18cc-441c-9b37-09e1ada8d40b · outbound

This paper cites The probabilistic relevance framework: BM25 and beyond.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles The probabilistic relevance framework: BM25 and beyond

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.390188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f225a47d-11ae-4e6d-92cf-e4bc3ba39598 · outbound

This paper cites Colbert: Efficient and effective passage search via contextualized late interaction over Bert.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Colbert: Efficient and effective passage search via contextualized late interaction over Bert

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.377206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 08fdd024-a375-4b93-a7a5-81980af0aa7b · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.325070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a6b4517-dd1e-4c27-92d5-a4b3ff170da1 · outbound

This paper cites MultiBench: Multiscale Benchmarks for Multimodal Representation Learning.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles MultiBench: Multiscale Benchmarks for Multimodal Representation Learning

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.329493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c604b4c1-eb4f-458c-85af-2b6a18034537 · outbound

This paper cites The Alzheimer’s disease clinical spectrum: Diagnosis and management.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles The Alzheimer’s disease clinical spectrum: Diagnosis and management

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.364615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a982665b-f1ef-46fb-9efe-19b026ea0c34 · outbound

This paper cites Neuropathologically defined subtypes of Alzheimer’s disease with distinct clinical characteristics: A retrospective study.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Neuropathologically defined subtypes of Alzheimer’s disease with distinct clinical characteristics: A retrospective study

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.352262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c4d119b0-a644-4d3c-8921-95238d311943 · outbound

This paper cites Modelling and Simulation of Alzheimer’s disease Scenarios.Procedia Comput.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Modelling and Simulation of Alzheimer’s disease Scenarios.Procedia Comput

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.340548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3e8e63da-bab8-4149-a163-2e23c14029af · outbound

This paper cites Retrieval Augmented Generation for Large Language Models in Healthcare: A Systematic Review.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Retrieval Augmented Generation for Large Language Models in Healthcare: A Systematic Review

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.329033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bef0d0d9-918c-4647-aa65-5be516706209 · outbound

This paper cites Alzheimer’s disease Neuroimaging Initiative (ADNI) clinical characterization.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Alzheimer’s disease Neuroimaging Initiative (ADNI) clinical characterization

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.316435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d96849d3-0f46-4a87-ac0f-7f368f9d24b3 · outbound

This paper cites Alzheimer’s disease.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Alzheimer’s disease

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.305226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 65d7677c-38cc-4f82-b36e-d5b0fe6436fe · outbound

This paper cites Current understanding of Alzheimer’s disease diagnosis and treatment.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Current understanding of Alzheimer’s disease diagnosis and treatment

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.293917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d4634845-6220-46cd-a891-b851f8bbe8b9 · outbound

This paper cites Alzheimer’s disease.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Alzheimer’s disease

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.282421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 127d31ac-d1b1-4615-ac82-6903f7f4a107 · outbound

This paper cites Inflammatory processes in Alzheimer’s disease—Pathomechanism, diagnosis, and treatment: A review.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Inflammatory processes in Alzheimer’s disease—Pathomechanism, diagnosis, and treatment: A review

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.270886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0e63378d-f23b-4799-8f86-3e07bc4fbe51 · outbound

This paper cites Pathogenesis of Alzheimer’s disease.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Pathogenesis of Alzheimer’s disease

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.257494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 04c136e9-2fc1-4eff-8e09-de595410b29e · outbound

This paper cites Biomarkers for Alzheimer’s disease diagnosis.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Biomarkers for Alzheimer’s disease diagnosis

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.245087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5a5f13b5-d798-422e-9980-0cb2645e98d2 · outbound

This paper cites Alzheimer’s disease: Clinical update on epidemiology, pathophysiology, and diagnosis.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Alzheimer’s disease: Clinical update on epidemiology, pathophysiology, and diagnosis

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.231264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6fc38f90-43de-4424-a44a-098d41abf1eb · outbound

This paper cites Alzheimer’s disease: Pathogenesis and therapeutic interventions.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Alzheimer’s disease: Pathogenesis and therapeutic interventions

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.218953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 35d3fb70-fe2f-407c-b095-32a1378e53f5 · outbound

This paper cites Clinical trials of new drugs for Alzheimer’s disease.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Clinical trials of new drugs for Alzheimer’s disease

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.207614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0bc34797-5f00-4d1f-bde1-958d085c1e08 · outbound

This paper cites Alzheimers sykdom – diagnostikk og behandling.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Alzheimers sykdom – diagnostikk og behandling

Reference 74

Resolution: verified exact; doi, observed 2026-08-11T10:25:34.483569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 74a6cefa-4fce-4501-8267-7f434476939d · outbound

This paper cites Alzheimer’s disease.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Alzheimer’s disease

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.195278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation be3871e3-35e6-4029-ac99-ed3e7b228561 · outbound

This paper cites On the path to 2025: Understanding the Alzheimer’s disease continuum.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles On the path to 2025: Understanding the Alzheimer’s disease continuum

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.183725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 00430f78-e8bb-49de-ad01-39f16d07f06e · outbound

This paper cites Alzheimer’s disease: Clinical trials and drug development.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Alzheimer’s disease: Clinical trials and drug development

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.171262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c44b55c9-38b6-4d46-be94-11b70786325c · outbound

This paper cites Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Development and Testing of Retrieval Augmented Generation in Large Language Models -- A Case Study Report

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.410604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7b66e6c-23c1-4f91-8884-c7e7105060ae · outbound

This paper cites an unresolved cited work.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:25:35.157178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9f15f60e-6636-4781-b1c2-f5d122e0bb31 · outbound

This paper cites An Introduction to the Bootstrap ; CRC Press: Boca Raton, FL, USA, 1994.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles An Introduction to the Bootstrap ; CRC Press: Boca Raton, FL, USA, 1994

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.145220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b527d0cd-5290-4be1-9017-54fb85a45e50 · outbound

This paper cites Biometrika 1908, doi:10.2307/2331554 6, 1–25.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Biometrika 1908, doi:10.2307/2331554 6, 1–25

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-11T10:25:34.423148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df7f6600-e58d-48ec-b378-837da2d0cd55 · outbound

This paper cites Statistical Power Analysis for the Behavioral Sciences ; Routledge: London, UK, 2013.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Statistical Power Analysis for the Behavioral Sciences ; Routledge: London, UK, 2013

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T10:25:35.130979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ecd4b79e-3b40-4294-83b5-61b66f431f64 · outbound

This paper cites an unresolved cited work.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:25:35.117696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9d8dbe3a-0ed0-4917-b57d-e8a08de5432e · outbound

This paper cites an unresolved cited work.

AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-11T10:25:35.105345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 342e1420-2d2d-484a-be84-8f875cffebb1 · inbound

MetaGen Blended RAG: Unlocking Zero-Shot Precision for Specialized Domain Question-Answering cites this paper.

MetaGen Blended RAG: Unlocking Zero-Shot Precision for Specialized Domain Question-Answering AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:39:05.955623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0edb92d7-7eee-4ece-8bd8-34a34f868674 · inbound

Benchmarking Poisoning Attacks against Retrieval-Augmented Generation cites this paper.

Benchmarking Poisoning Attacks against Retrieval-Augmented Generation AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:57.426171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34526d9e-c523-4a13-9a4f-6ccb160a0ba2 · inbound

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation cites this paper.

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:52:20.001170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1a89a71b-d3bb-4e97-8dcf-1e4ea64c2ed3 · inbound

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs cites this paper.

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs AlzheimerRAG: Multimodal Retrieval Augmented Generation for Clinical Use Cases using PubMed articles

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T14:31:02.648963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.