Pith Number

pith:MLT5MQX4

pith:2023:MLT5MQX4R6TJJOJQ7LDAD4FY3R

not attested not anchored not stored refs pending

Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models

Christiane Kuhl, Daniel Truhn, Marwin-Jonathan Saehn, Peter Isfort, Soroosh Tayebi Arasteh, Sven Nebelung

arxiv:2310.00757 v2 · 2023-10-01 · cs.CV · cs.AI · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MLT5MQX4R6TJJOJQ7LDAD4FY3R}

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	2026-07-05T07:25:46.208472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62e7d642fc8fa694b930fac601f0b8dc66f0a94dc018a960a782cead0117f822

Aliases

arxiv: 2310.00757 · arxiv_version: 2310.00757v2 · doi: 10.48550/arxiv.2310.00757 · pith_short_12: MLT5MQX4R6TJ · pith_short_16: MLT5MQX4R6TJJOJQ · pith_short_8: MLT5MQX4

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/MLT5MQX4R6TJJOJQ7LDAD4FY3R \
  | 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: 62e7d642fc8fa694b930fac601f0b8dc66f0a94dc018a960a782cead0117f822

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66dbe31f5580f9c893397a54899d0d4b922c93aa77521c969fde81d338bb0c53",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-01T18:27:59Z",
    "title_canon_sha256": "e219b4607a3ae05dfaf79382780928d7d58684ee628b93acda9e0c4bde816dbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00757",
    "kind": "arxiv",
    "version": 2
  }
}