Pith Number

pith:QPRKVRAB

pith:2024:QPRKVRABMPR3YXJGA27VLW2DR2

not attested not anchored not stored refs pending

FedMetaMed: Federated Meta-Learning for Personalized Medication in Distributed Healthcare Systems

Jiechao Gao, Yuangang Li

arxiv:2412.03851 v1 · 2024-12-05 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QPRKVRABMPR3YXJGA27VLW2DR2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications

Receipt and verification

First computed	2026-07-05T09:46:00.153847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83e2aac40163e3bc5d2606bf55db438eb8d559627e1d5e2e19522b2bc2cbf722

Aliases

arxiv: 2412.03851 · arxiv_version: 2412.03851v1 · doi: 10.48550/arxiv.2412.03851 · pith_short_12: QPRKVRABMPR3 · pith_short_16: QPRKVRABMPR3YXJG · pith_short_8: QPRKVRAB

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/QPRKVRABMPR3YXJGA27VLW2DR2 \
  | 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: 83e2aac40163e3bc5d2606bf55db438eb8d559627e1d5e2e19522b2bc2cbf722

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fa69816d092dda10f984c5cec758229867974eeedf18a41d18f136cd6c4a0ed",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-05T03:36:55Z",
    "title_canon_sha256": "b1b2991b0a6f927f3c3505da293b7335d43c47a1e3c2e4bdb1c042082747affe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03851",
    "kind": "arxiv",
    "version": 1
  }
}