Pith Number

pith:4NOQMQIP

pith:2025:4NOQMQIPZ2WWQMDOL7SBQLCMJA

not attested not anchored not stored refs pending

Extreme Learning Machines for Attention-based Multiple Instance Learning in Whole-Slide Image Classification

Christian Ruiz, Frederik F. Fl\"other, Julien Baglio, Nicole H. Romano, Rajiv Krishnakumar, Stefan Habringer

arxiv:2503.10510 v1 · 2025-03-13 · q-bio.QM · cs.LG · quant-ph

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\usepackage{pith}
\pithnumber{4NOQMQIPZ2WWQMDOL7SBQLCMJA}

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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

Benchmarking Quantum and Classical Machine Learning Models on Oncological Data

Receipt and verification

First computed	2026-07-05T10:30:46.909866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e35d06410fcead68306e5fe4182c4c48394e622f05be756f836e80c521f3d322

Aliases

arxiv: 2503.10510 · arxiv_version: 2503.10510v1 · doi: 10.48550/arxiv.2503.10510 · pith_short_12: 4NOQMQIPZ2WW · pith_short_16: 4NOQMQIPZ2WWQMDO · pith_short_8: 4NOQMQIP

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/4NOQMQIPZ2WWQMDOL7SBQLCMJA \
  | 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: e35d06410fcead68306e5fe4182c4c48394e622f05be756f836e80c521f3d322

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccf0273ef7072c3e8e438a8476518038d1bcd2ee49b61ff8401f89161b910eb4",
    "cross_cats_sorted": [
      "cs.LG",
      "quant-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2025-03-13T16:14:08Z",
    "title_canon_sha256": "5abd96b86b7af61a455a97e61624269bf6eb41e2578a63825384fd96020e6551"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10510",
    "kind": "arxiv",
    "version": 1
  }
}