Pith Number

pith:KSOP3FGL

pith:2025:KSOP3FGLJPKW5Y2D4EBS4QNFTW

not attested not anchored not stored refs pending

Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework

Adarsh Subbaswamy, Ayah Zirikly, Keith Harrigian, Mathias Unberath, Mitchell Pavlak, Mohammad Mehdi Farhangi, Nathan Drenkow, Nicholas Petrick

arxiv:2503.09969 v2 · 2025-03-13 · cs.LG · cs.AI · 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{KSOP3FGLJPKW5Y2D4EBS4QNFTW}

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

SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge

Receipt and verification

First computed	2026-07-05T11:15:20.060806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

549cfd94cb4bd56ee343e1032e41a59d93bc759bb89158fed3c3471bec4c7de8

Aliases

arxiv: 2503.09969 · arxiv_version: 2503.09969v2 · doi: 10.48550/arxiv.2503.09969 · pith_short_12: KSOP3FGLJPKW · pith_short_16: KSOP3FGLJPKW5Y2D · pith_short_8: KSOP3FGL

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/KSOP3FGLJPKW5Y2D4EBS4QNFTW \
  | 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: 549cfd94cb4bd56ee343e1032e41a59d93bc759bb89158fed3c3471bec4c7de8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a17751d072cadcebfeabaa616978a669fdb4e1c641955e3419000a7ab61e8671",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-13T02:16:48Z",
    "title_canon_sha256": "95666a7d7feaafca1fc9004aabc70c7071e61523919d4625b3d75bd92fb9b1fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.09969",
    "kind": "arxiv",
    "version": 2
  }
}