Pith Number

pith:QWCRTFUN

pith:2024:QWCRTFUN5UF4FAN5JDZSUDXYDH

not attested not anchored not stored refs pending

Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation

Elina Kontio, Mojtaba Jafaritadi, Muhammad Irfan Khan, Suleiman A. Khan

arxiv:2412.20250 v1 · 2024-12-28 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QWCRTFUN5UF4FAN5JDZSUDXYDH}

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

Receipt and verification

First computed	2026-07-05T09:54:56.369756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

858519968ded0bc281bd48f32a0ef819dc9a8a1339780fc28da2ef63bbfaaf92

Aliases

arxiv: 2412.20250 · arxiv_version: 2412.20250v1 · doi: 10.48550/arxiv.2412.20250 · pith_short_12: QWCRTFUN5UF4 · pith_short_16: QWCRTFUN5UF4FAN5 · pith_short_8: QWCRTFUN

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/QWCRTFUN5UF4FAN5JDZSUDXYDH \
  | 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: 858519968ded0bc281bd48f32a0ef819dc9a8a1339780fc28da2ef63bbfaaf92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d94d3b0824130dfa3e071f5a2920648a7bc97fdebababc5ce4c3fa3bca007cc7",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-28T19:49:02Z",
    "title_canon_sha256": "16b93946f458aeb15854ff6111d90840e356eab2446df217a5b0e54343aa9913"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20250",
    "kind": "arxiv",
    "version": 1
  }
}