Pith Number

pith:LRMYDZKS

pith:2022:LRMYDZKSJ5LR54ZRPHVT5UVXCP

not attested not anchored not stored refs pending

Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation

Alan Tucholka, Benjamin Lambert, Florence Forbes, Michel Dojat, Senan Doyle

arxiv:2211.05421 v1 · 2022-11-10 · 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{LRMYDZKSJ5LR54ZRPHVT5UVXCP}

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

VIDS-Seg: Towards Reliable Uncertainty Quantification in Pediatric Cardiac Ultrasound Segmentation

Receipt and verification

First computed	2026-07-05T09:26:17.980579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c5981e5524f571ef33179eb3ed2b713e66deb8b9f022e119c16a61b7bb37f26

Aliases

arxiv: 2211.05421 · arxiv_version: 2211.05421v1 · doi: 10.48550/arxiv.2211.05421 · pith_short_12: LRMYDZKSJ5LR · pith_short_16: LRMYDZKSJ5LR54ZR · pith_short_8: LRMYDZKS

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/LRMYDZKSJ5LR54ZRPHVT5UVXCP \
  | 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: 5c5981e5524f571ef33179eb3ed2b713e66deb8b9f022e119c16a61b7bb37f26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b6a6116b97773fb6b007352aea729242c45ebcc0f9a284110ca4f5fdd19d128",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-11-10T08:54:40Z",
    "title_canon_sha256": "cf15e06f71ddebbb3dab6db621ddae9957cbb312237f35cb21488bbf31038e00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.05421",
    "kind": "arxiv",
    "version": 1
  }
}