Pith Number

pith:NCPEIIPT

pith:2022:NCPEIIPT4PG7KJU6XS6TGXZXTX

not attested not anchored not stored refs pending

Augment like there's no tomorrow: Consistently performing neural networks for medical imaging

Antti Rannikko, Atte F\"ohr, Carolin St\"urenberg, Esa Pitk\"anen, Joona Pohjonen, Jouni Lohi, Lassi Luomala, Reija Randen-Brady, Tuomas Mirtti

arxiv:2206.15274 v2 · 2022-06-30 · 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{NCPEIIPT4PG7KJU6XS6TGXZXTX}

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

MorphGen: Morphology-Guided Representation Learning for Robust Single-Domain Generalization in Histopathological Cancer Classification

Receipt and verification

First computed	2026-07-05T05:21:42.227788Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

689e4421f3e3cdf5269ebcbd335f379dcd3d09a525716825326b5cb0ea307e95

Aliases

arxiv: 2206.15274 · arxiv_version: 2206.15274v2 · doi: 10.48550/arxiv.2206.15274 · pith_short_12: NCPEIIPT4PG7 · pith_short_16: NCPEIIPT4PG7KJU6 · pith_short_8: NCPEIIPT

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/NCPEIIPT4PG7KJU6XS6TGXZXTX \
  | 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: 689e4421f3e3cdf5269ebcbd335f379dcd3d09a525716825326b5cb0ea307e95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18d7477c9a34eed28959f9d0ce1f8c2ec69094fce57f57a3e87ff55bb85f7f8d",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-06-30T13:25:34Z",
    "title_canon_sha256": "33e4cfdaef9d094fdb36f77bdc519fb56edc036edb0a833cfb9ddf4bdaf652da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.15274",
    "kind": "arxiv",
    "version": 2
  }
}