Pith Number

pith:7ZDCNCWX

pith:2024:7ZDCNCWXKUAWGZNTOW44JWDAR7

not attested not anchored not stored refs pending

RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models

Ali Ganjizadeh, Atlas Haddadi Avval, Bardia Khosravi, Daniel Warren, Farhad Maleki, Felipe Kitamura, Katie Ovens, Linda Moy, Mana Moassefi, Neil Tenenholtz, Pouria Rouzrokh, Reza Forghani, Roxana Daneshjou, Steve Langer, Susan Sotardi, Tapotosh Ghosh, Timothy Kline

arxiv:2401.08847 v2 · 2024-01-16 · 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{7ZDCNCWXKUAWGZNTOW44JWDAR7}

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	2026-07-05T08:39:30.425451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe46268ad755016365b375b9c4d8608ff4d8eaf79210d74efcfafee4613dbd0e

Aliases

arxiv: 2401.08847 · arxiv_version: 2401.08847v2 · doi: 10.48550/arxiv.2401.08847 · pith_short_12: 7ZDCNCWXKUAW · pith_short_16: 7ZDCNCWXKUAWGZNT · pith_short_8: 7ZDCNCWX

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/7ZDCNCWXKUAWGZNTOW44JWDAR7 \
  | 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: fe46268ad755016365b375b9c4d8608ff4d8eaf79210d74efcfafee4613dbd0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f3ba19f931545d8fe83cdf06d991187d8b87d88b924ff85d544b1725a21be90",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-01-16T21:45:08Z",
    "title_canon_sha256": "f4dfc45bb18460cbea07d25db8f99526c788f2d5b079dade9f4bc8c58d2c53ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.08847",
    "kind": "arxiv",
    "version": 2
  }
}