Pith Number

pith:FTAU3BWY

pith:2025:FTAU3BWYOYOPGZ3W5CTFNAIJ23

not attested not anchored not stored refs pending

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology

Ali Anaissi, Ali Braytee, Juniad Akram, Saiho Lee, Yanjie Wu, Yuhao Ji

arxiv:2504.16732 v1 · 2025-04-23 · cs.DC · 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{FTAU3BWYOYOPGZ3W5CTFNAIJ23}

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.

Receipt and verification

First computed	2026-07-05T10:53:03.786518Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cc14d86d8761cf36776e8a6568109d6cd7295ba31aada3850247590c60e6560

Aliases

arxiv: 2504.16732 · arxiv_version: 2504.16732v1 · doi: 10.48550/arxiv.2504.16732 · pith_short_12: FTAU3BWYOYOP · pith_short_16: FTAU3BWYOYOPGZ3W · pith_short_8: FTAU3BWY

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/FTAU3BWYOYOPGZ3W5CTFNAIJ23 \
  | 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: 2cc14d86d8761cf36776e8a6568109d6cd7295ba31aada3850247590c60e6560

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d408fae9e8a70dbd655064a35e8ab1696e7b9db408eb009b13f341b2ab9944aa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2025-04-23T14:04:15Z",
    "title_canon_sha256": "4b787757dc43db9c00e9a1edd808a2fb3df8b69b819a83559cab8c28eaa4f883"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16732",
    "kind": "arxiv",
    "version": 1
  }
}