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Paper Citation Record · LEDGER

Optimization of Transformer heart disease prediction model based on particle swarm optimization algorithm

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2412.02801.

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

pith.paper-citation-record.v1
2412.02801 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:39:55.150683Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:11:02.832169Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ed9dfafa-d5b2-4579-b7b4-aa80ee62af39 · inbound

A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit cites this paper.

A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit Optimization of Transformer heart disease prediction model based on particle swarm optimization algorithm

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T22:39:55.150683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T22:39:55.150683Z digest=sha256:6c55ea515af771cf68571a09e4e56b6a8ed95ac15d59ce6b63ab286d53d8c6be

Observation 3386a8cb-f791-49b6-9016-3ca7c08a392e · inbound

Machine Learning Algorithm for Noise Reduction and Disease-Causing Gene Feature Extraction in Gene Sequencing Data cites this paper.

Machine Learning Algorithm for Noise Reduction and Disease-Causing Gene Feature Extraction in Gene Sequencing Data Optimization of Transformer heart disease prediction model based on particle swarm optimization algorithm

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:11:02.890410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T14:11:02.687875Z digest=sha256:550cc7aea5c0f416a2764c8c0853ddbe7b17f0d9a47b75cd588d696873dab7bc