Pith Number

pith:7QOCTPFE

pith:2025:7QOCTPFE7B5CBB44O7GFVDHLDE

not attested not anchored not stored refs pending

Federated Foundation Model for GI Endoscopy Images

Alina Devkota, Annahita Amireskandari, Binod Bhattarai, Donald Adjeroh, Joel Palko, Prashnna K. Gyawali, Shyam Thakkar, Xiajun Jiang

arxiv:2505.24108 v2 · 2025-05-30 · 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{7QOCTPFE7B5CBB44O7GFVDHLDE}

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

Analogical Reasoning as a Doctor: A Foundation Model for Gastrointestinal Endoscopy Diagnosis

Receipt and verification

First computed	2026-07-05T11:16:59.539985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc1c29bca4f87a20879c77cc5a8ceb1925e0e591462bdf93544ab152e32a57d5

Aliases

arxiv: 2505.24108 · arxiv_version: 2505.24108v2 · doi: 10.48550/arxiv.2505.24108 · pith_short_12: 7QOCTPFE7B5C · pith_short_16: 7QOCTPFE7B5CBB44 · pith_short_8: 7QOCTPFE

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/7QOCTPFE7B5CBB44O7GFVDHLDE \
  | 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: fc1c29bca4f87a20879c77cc5a8ceb1925e0e591462bdf93544ab152e32a57d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43b95232e51bd62cc7ee6f886f476e57fdc1bbc92ff08b8ecc96fe42c8f5f0c8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-30T01:18:17Z",
    "title_canon_sha256": "380cd5721af30385ba30def7d1159b60d547c6950901d4ebdafea9071c8fe7c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24108",
    "kind": "arxiv",
    "version": 2
  }
}