Pith Number

pith:PJ2KCETK

pith:2025:PJ2KCETKT7Q5KN3BRK2UYLHTL6

not attested not anchored not stored refs pending

Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study

Ali Mammadov, Anne Buronfosse, Gilles Hayem, Guillaume Hocquet, Julien Adam, Loic Le Folgoc, Pietro Gori

arxiv:2505.01109 v1 · 2025-05-02 · 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{PJ2KCETKT7Q5KN3BRK2UYLHTL6}

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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

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

Receipt and verification

First computed	2026-07-05T10:57:45.324588Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a74a1126a9fe1d537618ab54c2cf35faf1bd1faf0f6e00c082567a011f21a3e

Aliases

arxiv: 2505.01109 · arxiv_version: 2505.01109v1 · doi: 10.48550/arxiv.2505.01109 · pith_short_12: PJ2KCETKT7Q5 · pith_short_16: PJ2KCETKT7Q5KN3B · pith_short_8: PJ2KCETK

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/PJ2KCETKT7Q5KN3BRK2UYLHTL6 \
  | 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: 7a74a1126a9fe1d537618ab54c2cf35faf1bd1faf0f6e00c082567a011f21a3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c1dce6103cfd36b977235595c5bd81ded1bf536605b895df025e811e0b3755d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-02T08:43:50Z",
    "title_canon_sha256": "314949428fd97352b8d11c6a8771b9828247283caf92d5fe4fb118dd7582cb8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01109",
    "kind": "arxiv",
    "version": 1
  }
}