Pith Number

pith:YYD6PRNZ

pith:2024:YYD6PRNZTRQHNAKQ2Y5BIR3EE6

not attested not anchored not stored refs pending

nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation

Constantin Ulrich, Fabian Isensee, Klaus Maier-Hein, Michael Baumgartner, Paul F. Jaeger, Saikat Roy, Tassilo Wald

arxiv:2404.09556 v2 · 2024-04-15 · 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{YYD6PRNZTRQHNAKQ2Y5BIR3EE6}

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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

7 papers in Pith

BenchX: Benchmarking AI Models for Cancer Detection and Localization with Demographic and Protocol Biases

Complete virtual unwrapping and reading of a rolled Herculaneum papyrus

SubsurfaceGen: Procedural Generation of Field-Scale Earth Models and Seismic Data

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

MonoUNet: A Robust Tiny Neural Network for Automated Knee Cartilage Segmentation on Point-of-Care Ultrasound Devices

Receipt and verification

First computed	2026-07-05T08:48:31.724874Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c607e7c5b99c60768150d63a1447642793c916bba0d574e841b07506c8d2e7f7

Aliases

arxiv: 2404.09556 · arxiv_version: 2404.09556v2 · doi: 10.48550/arxiv.2404.09556 · pith_short_12: YYD6PRNZTRQH · pith_short_16: YYD6PRNZTRQHNAKQ · pith_short_8: YYD6PRNZ

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/YYD6PRNZTRQHNAKQ2Y5BIR3EE6 \
  | 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: c607e7c5b99c60768150d63a1447642793c916bba0d574e841b07506c8d2e7f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "480851f44b827b6e0ccfc6d1353c401ae3fe400c09b90e1e5103c13ffc1664f4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-15T08:19:08Z",
    "title_canon_sha256": "ddf17469b37a4779f3e0edec66d736b723ceac689297f8a719aab7c547addadb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.09556",
    "kind": "arxiv",
    "version": 2
  }
}