Pith Number

pith:7CZEX54W

pith:2021:7CZEX54WZVLWBAQII5DF5N2ORT

not attested not anchored not stored refs pending

Generation of Synthetic Electronic Health Records Using a Federated GAN

Eoin Brophy, John Weldon, Tomas Ward

arxiv:2109.02543 v1 · 2021-09-06 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7CZEX54WZVLWBAQII5DF5N2ORT}

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

Federated Timeline Synthesis: Scalable and Private Methodology For Model Training and Deployment

Receipt and verification

First computed	2026-07-05T03:11:43.562976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8b24bf796cd5760820847465eb74e8cf7ea038edfb5f1c1abca2e93bcc92a3e

Aliases

arxiv: 2109.02543 · arxiv_version: 2109.02543v1 · doi: 10.48550/arxiv.2109.02543 · pith_short_12: 7CZEX54WZVLW · pith_short_16: 7CZEX54WZVLWBAQI · pith_short_8: 7CZEX54W

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/7CZEX54WZVLWBAQII5DF5N2ORT \
  | 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: f8b24bf796cd5760820847465eb74e8cf7ea038edfb5f1c1abca2e93bcc92a3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7481a9c14015cebd538e09f77a452266fbd134d4c112bc6ec15014e8a37bd6ea",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-06T15:29:15Z",
    "title_canon_sha256": "9c5743f871bb6da9515e7c59f3c56923c1565b7b335cf2aee62c158526ef3570"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.02543",
    "kind": "arxiv",
    "version": 1
  }
}