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Paper Citation Record · LEDGER

Comparative Analysis of Stroke Prediction Models Using Machine Learning

As of 23 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2505.09812.

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

pith.paper-citation-record.v1
2505.09812 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:26:07.707211Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

10 of 10 outbound references displayed

  • verified exact1
  • verified fuzzy7
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation caa81032-be08-4b8e-bf7a-2eed7f6bf930 · outbound

This paper cites https://www.ahajournals.org/doi/10.1161/JAHA.124.036142.

Comparative Analysis of Stroke Prediction Models Using Machine Learning https://www.ahajournals.org/doi/10.1161/JAHA.124.036142

Reference 1

Resolution
verified exact
doi, observed 2026-08-15T21:26:07.744189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.670641Z digest=sha256:fb855b23cc1771e2cbf645483730988d4c83de8e6d769e95f8c7da16ff89d1b2

Observation 7abcc134-c33c-4bf5-a84d-d8df5618a472 · outbound

This paper cites Insights, 2025.

Comparative Analysis of Stroke Prediction Models Using Machine Learning Insights, 2025

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:26:07.857668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.675231Z digest=sha256:871a716702bd4da64ad81e6fd532e24fc63742561228dfd02ce19b7e76be3504

Observation d43302e7-fb17-45ae-b704-aa8248cb1871 · outbound

This paper cites https://pmc.ncbi.nlm.nih.gov/articles/PMC11106277/.

Comparative Analysis of Stroke Prediction Models Using Machine Learning https://pmc.ncbi.nlm.nih.gov/articles/PMC11106277/

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:26:07.845149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.678984Z digest=sha256:e971edadd1d51e477f2f7a5a36adcf997bda48bddfa426a012c4ba1d22627ab3

Observation d0861fdd-7074-4d05-a92d-b7cb205ccebd · outbound

This paper cites Stroke Prediction Dataset - Discussion on Data and Methodology.

Comparative Analysis of Stroke Prediction Models Using Machine Learning Stroke Prediction Dataset - Discussion on Data and Methodology

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:26:07.833346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.682860Z digest=sha256:0f6287c64612aace51a29f1ca8436cd65d859b0e8d3d84b9ec218529f31cc75b

Observation e607ba56-61f7-4f7e-9823-48377e58e7d1 · outbound

This paper cites Soriano, Stroke Prediction Dataset, Kaggle, 2021.

Comparative Analysis of Stroke Prediction Models Using Machine Learning Soriano, Stroke Prediction Dataset, Kaggle, 2021

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:26:07.821676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.687188Z digest=sha256:0e861e7f78dcbc9a6012e1b9ba597b4609d0a5e326e66c7dbd4aa2b5dab06d61

Observation a7da5e78-1d3f-42e5-a188-1b49fedda674 · outbound

This paper cites an unresolved cited work.

Comparative Analysis of Stroke Prediction Models Using Machine Learning Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:26:07.808102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.691411Z digest=sha256:d3d47d5e09ead24ed76744138de6fe55c9a1eec974db0228a510b0468af00a8c

Observation 349e284c-3918-46d8-bb59-9f06c615b47e · outbound

This paper cites Chawla et al., SMOTE for Classification, Domino AI Blog, 2024.

Comparative Analysis of Stroke Prediction Models Using Machine Learning Chawla et al., SMOTE for Classification, Domino AI Blog, 2024

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:26:07.795354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.695200Z digest=sha256:35f558571aa713813e93c02652a26d4148228405965c031a22fc0421accf36d7

Observation d4a1145b-6460-4ae2-bd4c-085718b593e1 · outbound

This paper cites https://blog.roboflow.com/handling-unbalanced-classes/.

Comparative Analysis of Stroke Prediction Models Using Machine Learning https://blog.roboflow.com/handling-unbalanced-classes/

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:26:07.782214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.699427Z digest=sha256:447f67684a083b762aa3b8eaa25840860bcd942d5538d9589edd9a4b5937b762

Observation 51e59106-e8cc-4b6c-96d4-8561ba7676b0 · outbound

This paper cites http://ijlbpr.com/uploadfiles/45vol13issue7pp249-253.pdf.

Comparative Analysis of Stroke Prediction Models Using Machine Learning http://ijlbpr.com/uploadfiles/45vol13issue7pp249-253.pdf

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:26:07.769622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.703392Z digest=sha256:557565191fb62c81c5f59472fb6a27492182bd47e9a98bcc38112ee00b086914

Observation e0cb0d5c-ae9c-49e1-93c2-767cf1df5033 · outbound

This paper cites 0<>r= Ν39r.

Comparative Analysis of Stroke Prediction Models Using Machine Learning 0<>r= Ν39r

Reference 10

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T21:26:07.756784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-15T21:26:07.707211Z digest=sha256:9f88e5b044de685a206fc38ccb7fafb8a78e5d861f05c64e3e27e7df6502259c

Pith citing papers

No inbound Pith citation observations are available.