Pith Number

pith:4GR3BOPI

pith:2025:4GR3BOPIZRG2Y53CFLYAI2Z6QE

not attested not anchored not stored refs pending

Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data

Akshay S. Chaudhari, Brandon Price, Christian Bluethgen, Curtis P. Langlotz, Jean-Benoit Delbrouck, Jenia Jitsev, Judy Gichoya, Magdalini Paschali, Mehdi Cherti, Pierre Chambon, Stefania L. Moroianu

arxiv:2508.16783 v1 · 2025-08-22 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4GR3BOPIZRG2Y53CFLYAI2Z6QE}

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

Scaling Generative Foundation Models for Chest Radiography with Rectified Flow Transformers

The Learnability Gap in Medical Latent Diffusion

Receipt and verification

First computed	2026-07-05T11:58:03.509947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1a3b0b9e8cc4dac77622af0046b3e81353ff4759171a46d03180116e25e7e04

Aliases

arxiv: 2508.16783 · arxiv_version: 2508.16783v1 · doi: 10.48550/arxiv.2508.16783 · pith_short_12: 4GR3BOPIZRG2 · pith_short_16: 4GR3BOPIZRG2Y53C · pith_short_8: 4GR3BOPI

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/4GR3BOPIZRG2Y53CFLYAI2Z6QE \
  | 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: e1a3b0b9e8cc4dac77622af0046b3e81353ff4759171a46d03180116e25e7e04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ceddca6b2a1161ef9121297324213eae43804acbccc4d66e5f56107a9445c90a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-22T20:30:58Z",
    "title_canon_sha256": "464415da9fb8dc09e2ccef7cb04deffc7ce28f7a9a59b585bc81ab869394af18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.16783",
    "kind": "arxiv",
    "version": 1
  }
}