Pith Number

pith:UYZEAIKQ

pith:2024:UYZEAIKQRYBU4AL7MD7LLGP6E6

not attested not anchored not stored refs pending

FedMedICL: Towards Holistic Evaluation of Distribution Shifts in Federated Medical Imaging

Adel Bibi, Bernard Ghanem, Kumail Alhamoud, Marzyeh Ghassemi, Motasem Alfarra, Philip Torr, Thomas Hartvigsen, Yasir Ghunaim

arxiv:2407.08822 v1 · 2024-07-11 · eess.IV · cs.AI · 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{UYZEAIKQRYBU4AL7MD7LLGP6E6}

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 Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources

Receipt and verification

First computed	2026-07-05T08:42:56.522931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6324021508e034e017f60feb599fe27a3d1aea3938810a4a73af425b59baeb7

Aliases

arxiv: 2407.08822 · arxiv_version: 2407.08822v1 · doi: 10.48550/arxiv.2407.08822 · pith_short_12: UYZEAIKQRYBU · pith_short_16: UYZEAIKQRYBU4AL7 · pith_short_8: UYZEAIKQ

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/UYZEAIKQRYBU4AL7MD7LLGP6E6 \
  | 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: a6324021508e034e017f60feb599fe27a3d1aea3938810a4a73af425b59baeb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c381f89a061d7bc331749f8de0c526dbe003f723e510f7634c19b2691e0703e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-07-11T19:12:23Z",
    "title_canon_sha256": "307cd0d51e479050b2498e441c9f130e72aff2c2dfeccc3be37fe647179902f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08822",
    "kind": "arxiv",
    "version": 1
  }
}