Pith Number

pith:PHYULR4W

pith:2025:PHYULR4W6PJ6XHWEJKNEUL2VWX

not attested not anchored not stored refs pending

False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims

Amber Simpson, Annette Kopp-Schneider, Annika Reinke, Antoine Gilson, Carole H. Sudre, Charles Heitz, Evangelia Christodoulou, Ga\"el Varoquaux, Lena Maier-Hein, Leon D. Mayer, Ma\"elys Solal, Michal Kozubek, Michela Antonelli, Minu D. Tizabi, M. Jorge Cardoso, Nicola Rieke, Ninon Burgos, Olivier Colliot, Pascaline Andr\`e, Patrick Godau, Piotr Kalinowski, Rola Houhou, Selen Erkan, Sofi\`ene Boutaj, Sophie Loizillon, Veronika Cheplygina

arxiv:2505.04720 v2 · 2025-05-07 · 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{PHYULR4W6PJ6XHWEJKNEUL2VWX}

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

2 papers in Pith

A Leakage-Aware Comparative Benchmark of Machine Learning, Deep Learning, and Transformer Models for Reliable Leukemia Detection

UniPET: a universal network for high-quality PET image denoising across varied dose reduction factors

Receipt and verification

First computed	2026-07-05T11:49:33.475338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79f145c796f3d3eb9ec44a9a4a2f55b5e57ce32ccc3217d70bdbbaac54fc4bfa

Aliases

arxiv: 2505.04720 · arxiv_version: 2505.04720v2 · doi: 10.48550/arxiv.2505.04720 · pith_short_12: PHYULR4W6PJ6 · pith_short_16: PHYULR4W6PJ6XHWE · pith_short_8: PHYULR4W

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/PHYULR4W6PJ6XHWEJKNEUL2VWX \
  | 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: 79f145c796f3d3eb9ec44a9a4a2f55b5e57ce32ccc3217d70bdbbaac54fc4bfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6dce3c10fd5dc773cbe39c29839a0553156ea1483836a9c4c5162c7a77e876ef",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-07T18:15:33Z",
    "title_canon_sha256": "da72376ba0f211d55cd1927072e9e1ce09610de7e784045efe2adb5d7732a41b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04720",
    "kind": "arxiv",
    "version": 2
  }
}