Pith Number

pith:MOITTH4J

pith:2019:MOITTH4JL6VY2EK6JVDT7DAWMP

not attested not anchored not stored refs pending

Learn Electronic Health Records by Fully Decentralized Federated Learning

Christina Mack, Songtao Lu, Yawen Zhang, Yunlong Wang

arxiv:1912.01792 v2 · 2019-12-04 · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MOITTH4JL6VY2EK6JVDT7DAWMP}

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

Framework for Co-distillation Driven Federated Learning to Address Class Imbalance in Healthcare

Receipt and verification

First computed	2026-07-05T00:24:56.741146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6391399f895fab8d115e4d473f8c1663ed55bcabe2dc4f8e8055b64a7e288389

Aliases

arxiv: 1912.01792 · arxiv_version: 1912.01792v2 · doi: 10.48550/arxiv.1912.01792 · pith_short_12: MOITTH4JL6VY · pith_short_16: MOITTH4JL6VY2EK6 · pith_short_8: MOITTH4J

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/MOITTH4JL6VY2EK6JVDT7DAWMP \
  | 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: 6391399f895fab8d115e4d473f8c1663ed55bcabe2dc4f8e8055b64a7e288389

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "363794519fb0fad3e489364716ed3e42674ab41cbb44e00eb1083646d18c8c6c",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-04T04:28:05Z",
    "title_canon_sha256": "7444c47b9d4c56c7a7b6ce5ab67bc0fce7b4a7abd857e60fec536d3a9c282a2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.01792",
    "kind": "arxiv",
    "version": 2
  }
}