Paper Citation Record · LEDGER

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2502.08862.

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

pith.paper-citation-record.v1
2502.08862 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:29:41.750782Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

32 of 32 outbound references displayed

verified exact0
verified fuzzy25
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f31b7a20-a755-4e1d-b34f-435c5acbc3b5 · outbound

This paper cites Essentials of the proper diagnoses of mild cognitive impairment, dementia, and major subtypes of dementia,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Essentials of the proper diagnoses of mild cognitive impairment, dementia, and major subtypes of dementia,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.290865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 456944d1-e129-4e5c-8974-3884f01507cc · outbound

This paper cites The correlation of everyday cognition test scores and the progression of alzheimer’s disease: a data analytics study,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech The correlation of everyday cognition test scores and the progression of alzheimer’s disease: a data analytics study,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.280900Z

Source-reported events for the cited work

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Observation a7b657c0-f98d-445e-a1a1-b181b4f7787e · outbound

This paper cites World Alzheimer Report 2024: Global changes in attitudes to dementia,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech World Alzheimer Report 2024: Global changes in attitudes to dementia,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.270461Z

Source-reported events for the cited work

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Observation 311797ee-23b8-421e-b60a-3a22a444f799 · outbound

This paper cites World alzheimer report 2021: Journey through the diagnosis of dementia,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech World alzheimer report 2021: Journey through the diagnosis of dementia,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.261315Z

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Observation 443f8a5f-6b2d-4b56-b491-ca239ab6189a · outbound

This paper cites Dementia prevention, intervention, and care,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Dementia prevention, intervention, and care,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.250651Z

Source-reported events for the cited work

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Observation 6719feaf-6d25-4e84-8b50-bdd7ae40f363 · outbound

This paper cites Suspecting dementia: canaries, chameleons and zebras,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Suspecting dementia: canaries, chameleons and zebras,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.239876Z

Source-reported events for the cited work

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Observation 7eafdaae-ff4e-4abb-bd51-546643c7a662 · outbound

This paper cites Ai-based speech analysis for predicting progression from mci to alzheimer’s disease,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Ai-based speech analysis for predicting progression from mci to alzheimer’s disease,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.228192Z

Source-reported events for the cited work

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Observation 326152e2-9dbb-4b96-8492-42d5b946836a · outbound

This paper cites Connected speech and language in mild cognitive impairment and alzheimer’s disease: A review of picture description tasks,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Connected speech and language in mild cognitive impairment and alzheimer’s disease: A review of picture description tasks,

Reference 8

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Source-reported events for the cited work

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Observation 20ac1e0b-15f3-43ba-ba41-499332903fb5 · outbound

This paper cites Identification of mild cognitive impairment from speech in swedish using deep sequential neural networks,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Identification of mild cognitive impairment from speech in swedish using deep sequential neural networks,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.210035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eef689ec-42de-422c-aab1-c72db3bc995d · outbound

This paper cites Automatic detection of mild cognitive impairment from spontaneous speech using asr,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Automatic detection of mild cognitive impairment from spontaneous speech using asr,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.198941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation edc89c67-deef-47e9-9513-5ea9af2cf4bf · outbound

This paper cites Predicting mci status from multimodal language data using cascaded classifiers,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Predicting mci status from multimodal language data using cascaded classifiers,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.188874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ba61f15-0d0a-4377-af7f-cf8b57f71b1d · outbound

This paper cites Spo- ken language derived measures for detecting mild cognitive impairment,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Spo- ken language derived measures for detecting mild cognitive impairment,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.179285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d28cd522-d2eb-4293-ac53-2b0a2df5811e · outbound

This paper cites Early Dementia Detection Using Multiple Spontaneous Speech Prompts: The PROCESS Challenge.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Early Dementia Detection Using Multiple Spontaneous Speech Prompts: The PROCESS Challenge

Reference 13

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Source-reported events for the cited work

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Observation 4a9f96d8-32ee-457e-afb9-9411769adab8 · outbound

This paper cites Crawford and J.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Crawford and J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.169699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4198271d-432a-4197-b3e2-08cb289ef62f · outbound

This paper cites Goodglass, E.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Goodglass, E

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.158915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d0bf7c1-c05c-498f-87d5-e11ad689f825 · outbound

This paper cites “mini-mental state.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech “mini-mental state

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.137176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 91f32d48-3dce-4cdd-a436-f13bba23b6c3 · outbound

This paper cites The geneva minimalistic acous- tic parameter set (gemaps) for voice research and affective computing,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech The geneva minimalistic acous- tic parameter set (gemaps) for voice research and affective computing,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:42.048412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation acbae901-23f3-40b4-92c4-2910fc680f3e · outbound

This paper cites Modeling prosodic features with joint factor analysis for speaker verification,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Modeling prosodic features with joint factor analysis for speaker verification,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.961713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f9be873-7ad9-4bbb-947e-839f54f6ddb7 · outbound

This paper cites Towards an automatic evaluation of the dysarthria level of patients with parkinson’s disease,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Towards an automatic evaluation of the dysarthria level of patients with parkinson’s disease,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.937264Z

Source-reported events for the cited work

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Observation e94dbf36-95ee-4e59-901f-094e6efc97ae · outbound

This paper cites wav2vec 2.0: A framework for self-supervised learning of speech representations,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech wav2vec 2.0: A framework for self-supervised learning of speech representations,

Reference 20

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Source-reported events for the cited work

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Observation 042e3483-b38f-4908-804f-9e60bdafed10 · outbound

This paper cites Robust speech recognition via large-scale weak supervision,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Robust speech recognition via large-scale weak supervision,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.917923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dcd15b50-db46-47d5-8ca6-29f049a97026 · outbound

This paper cites Roberta: A robustly optimized bert pretraining approach,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Roberta: A robustly optimized bert pretraining approach,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.907121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e588e061-8baf-456e-9b4c-fa6a846e55f5 · outbound

This paper cites Linguistic features identify alzheimer’s disease in narrative speech,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Linguistic features identify alzheimer’s disease in narrative speech,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.895338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d9dac342-f2a6-4299-a533-1ff12f67a8a8 · outbound

This paper cites Automatic prediction of linguistic decline in writings of subjects with degenerative dementia,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Automatic prediction of linguistic decline in writings of subjects with degenerative dementia,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.882970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cea65048-e565-4182-8d40-09a684151e6a · outbound

This paper cites Using linguistic features longitudinally to predict clinical scores for alzheimer’s disease and related dementias,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Using linguistic features longitudinally to predict clinical scores for alzheimer’s disease and related dementias,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.870878Z

Source-reported events for the cited work

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Observation 702a5105-d744-4ae3-af6b-59bc5562c842 · outbound

This paper cites Alzheimer’s dementia recognition through spontaneous speech,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Alzheimer’s dementia recognition through spontaneous speech,

Reference 26

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Source-reported events for the cited work

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Observation 4b7bbd63-da06-4a45-b2e6-ba223fb7bd26 · outbound

This paper cites Detecting cognitive decline using speech only: The ADReSSo Challenge.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Detecting cognitive decline using speech only: The ADReSSo Challenge

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:41.721092Z

Source-reported events for the cited work

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Observation 059b34f4-110c-4474-82be-c8b734aee4d3 · outbound

This paper cites To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech To BERT or Not To BERT: Comparing Speech and Language-based Approaches for Alzheimer's Disease Detection

Reference 28

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Source-reported events for the cited work

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Observation 3ae7bd1e-d04c-4934-9f87-c34dff0a8599 · outbound

This paper cites An assessment of paralinguistic acoustic features for detection of alzheimer’s dementia in spontaneous speech,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech An assessment of paralinguistic acoustic features for detection of alzheimer’s dementia in spontaneous speech,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.852491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 52677abf-47d2-4507-83ed-be627f07e5e0 · outbound

This paper cites Automated screening for alzheimer’s dementia through spontaneous speech.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Automated screening for alzheimer’s dementia through spontaneous speech

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.840551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0dd656f6-123f-4e2c-8164-c7146dfceeeb · outbound

This paper cites Smote: synthetic minority over-sampling technique,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Smote: synthetic minority over-sampling technique,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T23:29:41.742395Z

Source-reported events for the cited work

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Observation 4be0ad0d-a9f5-4c9b-95c9-cb8686b21e77 · outbound

This paper cites Dementiabank: Theoretical rationale, protocol, and illustrative analyses,.

Predicting Cognitive Decline: A Multimodal AI Approach to Dementia Screening from Speech Dementiabank: Theoretical rationale, protocol, and illustrative analyses,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:29:41.819449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.