Pith Number

pith:7MFHPYI5

pith:2024:7MFHPYI5N7QRFP35BXAHFI6RSH

not attested not anchored not stored refs pending

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

Jingyuan Yi, Peiyang Yu, Tianyi Huang, Zeqiu Xu

arxiv:2412.02801 v3 · 2024-12-03 · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7MFHPYI5N7QRFP35BXAHFI6RSH}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T09:57:49.188261Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb0a77e11d6fe112bf7d0dc072a3d191f553f139e02c7debebcad581818e03da

Aliases

arxiv: 2412.02801 · arxiv_version: 2412.02801v3 · doi: 10.48550/arxiv.2412.02801 · pith_short_12: 7MFHPYI5N7QR · pith_short_16: 7MFHPYI5N7QRFP35 · pith_short_8: 7MFHPYI5

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/7MFHPYI5N7QRFP35BXAHFI6RSH \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: fb0a77e11d6fe112bf7d0dc072a3d191f553f139e02c7debebcad581818e03da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e1820f5a78385db79e2b70bb5b932a856447d23039dbc1b8cce868c22944609",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-03T20:04:32Z",
    "title_canon_sha256": "babb07bc6d772cb8339d472d3d9d3892c18ddbb29e25ff5d8dacd5d4c4b8c20a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02801",
    "kind": "arxiv",
    "version": 3
  }
}