Pith Number

pith:FPMX3KNK

pith:2025:FPMX3KNKD5OCTPYHGHZWNZMWKC

not attested not anchored not stored refs pending

Molecular-driven Foundation Model for Oncologic Pathology

Andrew H. Song, Andrew Zhang, Anurag Vaidya, Connor Bossi, Cristina Almagro-Perez, Dina ElHarouni, Faisal Mahmood, Georges Ayoub, Georg Gerber, Guillaume Jaume, Harry Robertson, Keith L. Ligon, Long Phi Le, Ming Y. Lu, Paul Doucet, Richard J. Chen, Sophia J. Wagner, Tong Ding

arxiv:2501.16652 v1 · 2025-01-28 · 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{FPMX3KNKD5OCTPYHGHZWNZMWKC}

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

9 papers in Pith

Predicting Immune Biomarkers with MultiModal Mixture-of-Expert Pathology Foundation Models Empowers Precision Oncology

Democratizing and accelerating AI-driven pathology research through agentic intelligence

AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Data-Efficient Multimodal Alignment for Histopathology-based Molecular Prediction

Mitigating Batch Effects in Histopathology via Language-Mediated Robust Embedding Generation

Receipt and verification

First computed	2026-07-05T10:06:16.428033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bd97da9aa1f5c29bf0731f366e59650958f736d6bf89f0ba291d7ab7c111fd6

Aliases

arxiv: 2501.16652 · arxiv_version: 2501.16652v1 · doi: 10.48550/arxiv.2501.16652 · pith_short_12: FPMX3KNKD5OC · pith_short_16: FPMX3KNKD5OCTPYH · pith_short_8: FPMX3KNK

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/FPMX3KNKD5OCTPYHGHZWNZMWKC \
  | 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: 2bd97da9aa1f5c29bf0731f366e59650958f736d6bf89f0ba291d7ab7c111fd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be3c3d68d7070e11503c6e25669c0ba12f00519885b77ef27f4e9e3ff7c5ce35",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-28T02:35:02Z",
    "title_canon_sha256": "6f3168d64ec0f358b77227e5df8a8bf7b20e189ef0cb842009735a7357d69258"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16652",
    "kind": "arxiv",
    "version": 1
  }
}