Pith Number

pith:JTLHVM2Y

pith:2025:JTLHVM2YI3WMQ2YH4MUVAISB65

not attested not anchored not stored refs pending

Foundation Models in Computational Pathology: A Review of Challenges, Opportunities, and Impact

Aadam, Abdulrahman Abduljabbar, Anas Alsuhaibani, Fahdah Almarshad, Manahil Raza, Mohsin Bilal, Nasir Rajpoot, Paul Golding, Youssef Altherwy

arxiv:2502.08333 v1 · 2025-02-12 · 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{JTLHVM2YI3WMQ2YH4MUVAISB65}

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

4 papers in Pith

Democratizing and accelerating AI-driven pathology research through agentic intelligence

Beyond the Failures: Rethinking Foundation Models in Pathology

Benchmarking Pathology Foundation Models for Breast Cancer Survival Prediction

Weakly Supervised Multicenter Nancy Index Scoring in Ulcerative Colitis Using Foundation Models

Receipt and verification

First computed	2026-07-05T10:13:21.305904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cd67ab35846ecc86b07e329502241f7456ff61a8d6692633eff00557b52144e

Aliases

arxiv: 2502.08333 · arxiv_version: 2502.08333v1 · doi: 10.48550/arxiv.2502.08333 · pith_short_12: JTLHVM2YI3WM · pith_short_16: JTLHVM2YI3WMQ2YH · pith_short_8: JTLHVM2Y

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/JTLHVM2YI3WMQ2YH4MUVAISB65 \
  | 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: 4cd67ab35846ecc86b07e329502241f7456ff61a8d6692633eff00557b52144e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf415d3f5ea550966d358ae59847a97c0cfb8adee42bf12a46b2e7c15f272b60",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-12T11:57:11Z",
    "title_canon_sha256": "dbc869c192d46e5fdc9cdd106e4a1fa9319f73244e6e052eb078f5ff664dc204"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08333",
    "kind": "arxiv",
    "version": 1
  }
}