Pith Number

pith:3H3LCR6Y

pith:2020:3H3LCR6YJBXHRUTIWMRV6HK6SL

not attested not anchored not stored refs pending

The Future of Digital Health with Federated Learning

Andrew Trask, Bennett Landman, Daguang Xu, Fausto Milletari, Holger Roth, Jonny Hancox, Klaus Maier-Hein, Mathieu N. Galtier, Maximilian Baust, Micah Sheller, M. Jorge Cardoso, Nicola Rieke, Ronald M. Summers, Sebastien Ourselin, Shadi Albarqouni, Spyridon Bakas, Wenqi Li

arxiv:2003.08119 v2 · 2020-03-18 · cs.CY · 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{3H3LCR6YJBXHRUTIWMRV6HK6SL}

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

SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers

Receipt and verification

First computed	2026-07-05T02:07:01.897722Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9f6b147d8486e78d268b3235f1d5e92e2de4f100034236684199ef3be6ed907

Aliases

arxiv: 2003.08119 · arxiv_version: 2003.08119v2 · doi: 10.48550/arxiv.2003.08119 · pith_short_12: 3H3LCR6YJBXH · pith_short_16: 3H3LCR6YJBXHRUTI · pith_short_8: 3H3LCR6Y

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/3H3LCR6YJBXHRUTIWMRV6HK6SL \
  | 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: d9f6b147d8486e78d268b3235f1d5e92e2de4f100034236684199ef3be6ed907

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a78d3d7133e0843842dd03bfa57fa9dca1d0ae4f1ef324c82b7488f7221e866",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2020-03-18T09:40:56Z",
    "title_canon_sha256": "6fde32ff42b0278d383808d5f58a3818a5bc7339340f26b45647631497303376"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.08119",
    "kind": "arxiv",
    "version": 2
  }
}