Pith Number

pith:Q3ZSNAUJ

pith:2023:Q3ZSNAUJPXSPNVP5YCEOOVASKQ

not attested not anchored not stored refs pending

Look Ma, no code: fine tuning nnU-Net for the AutoPET II challenge by only adjusting its JSON plans

Fabian Isensee, Klaus H.Maier-Hein

arxiv:2309.13747 v2 · 2023-09-24 · eess.IV · 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{Q3ZSNAUJPXSPNVP5YCEOOVASKQ}

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

Advanced Tumor Segmentation in PET/CT Imaging: A Training Strategy Study with nnU-Net for AutoPET III

Receipt and verification

First computed	2026-07-05T07:23:05.618630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86f32682897de4f6d5fdc088e75412541945992998cfffc77698c3df34292e56

Aliases

arxiv: 2309.13747 · arxiv_version: 2309.13747v2 · doi: 10.48550/arxiv.2309.13747 · pith_short_12: Q3ZSNAUJPXSP · pith_short_16: Q3ZSNAUJPXSPNVP5 · pith_short_8: Q3ZSNAUJ

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/Q3ZSNAUJPXSPNVP5YCEOOVASKQ \
  | 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: 86f32682897de4f6d5fdc088e75412541945992998cfffc77698c3df34292e56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da4ae1a4f924b9130657bcf462cdff7ee95f7c7bc0c5efe7f7aff8126d9626a6",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-09-24T20:32:23Z",
    "title_canon_sha256": "5ce4d5ec3568da6773e6cbea38e566d880137aa695efff3f8c4258536e15963f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.13747",
    "kind": "arxiv",
    "version": 2
  }
}