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Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 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 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T00:33:43.910650Z

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 d02689ec-ceff-4305-bb4c-d43543dce9c8 · inbound

Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models cites this paper.

Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models Optimization of Transformer heart disease prediction model based on particle swarm optimization algorithm

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T00:33:43.910650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T00:33:43.910650Z digest=sha256:50c7ff822db76524d3f52e2fa591b9032ca11c9fb504c0c22f933fc6bc5b9777

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=sha256:92de4798df428711e0f432e891f7701d31fb8b20b9df6e76306a648ce926b01c

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 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-07T14:11:02.687875Z digest=sha256:f6b66fb529e3ca4b25b4999331eb7812c1e89cf39db1d57548ab345bd4a1ec5f