Pith Number

pith:B2PF5DWO

pith:2023:B2PF5DWOOTKKLRKFCGCKM5A6YP

not attested not anchored not stored refs pending

Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks

Benedikt Wiestler, Bjoern Menze, Hao Wang, Hongwei Bran Li, Jan S. Kirschke, Jianguo Zhang, Jing Luo, Qingqiao Hu, Yunhao Luo, Zhiheng Zhangg

arxiv:2306.16556 v2 · 2023-06-28 · 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{B2PF5DWOOTKKLRKFCGCKM5A6YP}

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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

1 paper in Pith

Harmonized Feature Conditioning and Frequency-Prompt Personalization for Multi-Rater Medical Segmentation

Receipt and verification

First computed	2026-07-05T06:44:34.202644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e9e5e8ece74d4a5c5451184a6741ec3e5d3468723f94bfe196f30fe5a98053f

Aliases

arxiv: 2306.16556 · arxiv_version: 2306.16556v2 · doi: 10.48550/arxiv.2306.16556 · pith_short_12: B2PF5DWOOTKK · pith_short_16: B2PF5DWOOTKKLRKF · pith_short_8: B2PF5DWO

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/B2PF5DWOOTKKLRKFCGCKM5A6YP \
  | 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: 0e9e5e8ece74d4a5c5451184a6741ec3e5d3468723f94bfe196f30fe5a98053f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65c759716d0efab0fb2ee0bd1546fa348b4ecd6cd29e462166ea2e8c28a37446",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-06-28T20:52:51Z",
    "title_canon_sha256": "e066d53ce8f0698010f4f6a1a52c33eed366d57ead329f9cd719d07f6e66d308"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.16556",
    "kind": "arxiv",
    "version": 2
  }
}