Pith Number

pith:JYQP6YP3

pith:2022:JYQP6YP3XY4LQCPE5ABP4PJRXQ

not attested not anchored not stored refs pending

Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis

Ha Q. Nguyen, Hieu H. Pham, Hieu T. Nguyen, Khiem H. Le, Tuan V. Tran, Tung T. Le

arxiv:2203.10611 v1 · 2022-03-20 · 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{JYQP6YP3XY4LQCPE5ABP4PJRXQ}

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	2026-07-05T04:06:55.064332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e20ff61fbbe38b809e4e802fe3d31bc1619ef863da7a8f52c3ddba114a22b0a

Aliases

arxiv: 2203.10611 · arxiv_version: 2203.10611v1 · doi: 10.48550/arxiv.2203.10611 · pith_short_12: JYQP6YP3XY4L · pith_short_16: JYQP6YP3XY4LQCPE · pith_short_8: JYQP6YP3

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/JYQP6YP3XY4LQCPE5ABP4PJRXQ \
  | 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: 4e20ff61fbbe38b809e4e802fe3d31bc1619ef863da7a8f52c3ddba114a22b0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85bfcf379521e5647ad7e881fb203f179e45b2d2ddb1ac5575a1cdfac7b5fc36",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-20T17:57:26Z",
    "title_canon_sha256": "cbf09507efa84ead864cb5b079c5e7df531aa03fae265879f39d2a24904ae975"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.10611",
    "kind": "arxiv",
    "version": 1
  }
}