Pith Number

pith:MUT334BQ

pith:2023:MUT334BQWFPABLYJM556VZDDXY

not attested not anchored not stored refs pending

Hybrid quantum image classification and federated learning for hepatic steatosis diagnosis

Alexey Melnikov, Asel Sagingalieva, Christopher Mansell, Deborah Bonazza, Fabio Cavalli, Fabrizio Zanconati, Graziano de' Petris, Joseph McLoughlin, Luca Lusnig, Mikhail Surmach, Ovidiu Michiu, Tatjana Protasevich

arxiv:2311.02402 v2 · 2023-11-04 · cs.LG · cs.CV · quant-ph

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\usepackage{pith}
\pithnumber{MUT334BQWFPABLYJM556VZDDXY}

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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

Hybrid Quantum-Classical Learning for Multiclass Image Classification

Receipt and verification

First computed	2026-07-05T08:02:02.838313Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6527bdf030b15e00af09677beae463be17b059886dbd3ab134090e5d736e77b3

Aliases

arxiv: 2311.02402 · arxiv_version: 2311.02402v2 · doi: 10.48550/arxiv.2311.02402 · pith_short_12: MUT334BQWFPA · pith_short_16: MUT334BQWFPABLYJ · pith_short_8: MUT334BQ

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/MUT334BQWFPABLYJM556VZDDXY \
  | 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: 6527bdf030b15e00af09677beae463be17b059886dbd3ab134090e5d736e77b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bce11cd243b44c86d579f52355e61f3cf837536d7b6b1e95a294c1c276f17ded",
    "cross_cats_sorted": [
      "cs.CV",
      "quant-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-04T13:28:06Z",
    "title_canon_sha256": "51ed9d47521febd23976eaf8b3ae91f8e1368bc0f896f46de8e51fff642b4b0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.02402",
    "kind": "arxiv",
    "version": 2
  }
}