Pith Number

pith:FR3GHF2V

pith:2023:FR3GHF2VVTC5PVQSY6LFFW2X72

not attested not anchored not stored refs pending

Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation

Abramo Agosti, Anna Pichiecchio, Arjun Desai, Claudia Weidensteiner, Fengdan Wang, Francesco Santini, Giulia Manco, Hermien E. Kan, Jakob Wasserthal, Kevin R. Keene, Matteo Paoletti, Stefan Sommer, Valentina Mazzoli, Xeni Deligianni

arxiv:2302.06352 v4 · 2023-02-13 · eess.IV · cs.CV · 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{FR3GHF2VVTC5PVQSY6LFFW2X72}

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	2026-07-05T10:52:35.593597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c76639755acc5d7d612c79652db57fe9b7daf94b4eb30590dee718e6bf77bd2

Aliases

arxiv: 2302.06352 · arxiv_version: 2302.06352v4 · doi: 10.48550/arxiv.2302.06352 · pith_short_12: FR3GHF2VVTC5 · pith_short_16: FR3GHF2VVTC5PVQS · pith_short_8: FR3GHF2V

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/FR3GHF2VVTC5PVQSY6LFFW2X72 \
  | 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: 2c76639755acc5d7d612c79652db57fe9b7daf94b4eb30590dee718e6bf77bd2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e77c790682a23f8823142a9e895f9e6a3a75d785a3c1c4d62a27cd198cf3646",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-02-13T13:35:09Z",
    "title_canon_sha256": "84a2462791091197f7a958d1c2430f898cd42649df7ccd678eab033395a18b81"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06352",
    "kind": "arxiv",
    "version": 4
  }
}