Pith Number

pith:UQNQB222

pith:2024:UQNQB2226PCFVSBMWIWYBQ2MQH

not attested not anchored not stored refs pending

HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis

Chen Li, Jizhao Wang, Shuai Liu, Xiaobo Pang, Zhi-Bo Liu

arxiv:2408.08847 v1 · 2024-08-16 · eess.IV · cs.CV · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UQNQB2226PCFVSBMWIWYBQ2MQH}

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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

DiagR1: A Vision-Language Model Trained via Reinforcement Learning for Digestive Pathology Diagnosis

Receipt and verification

First computed	2026-07-05T08:56:09.542837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a41b00eb5af3c45ac82cb22d80c34c81ee9ebd3a4ea82b47600f24ae27b8433f

Aliases

arxiv: 2408.08847 · arxiv_version: 2408.08847v1 · doi: 10.48550/arxiv.2408.08847 · pith_short_12: UQNQB2226PCF · pith_short_16: UQNQB2226PCFVSBM · pith_short_8: UQNQB222

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/UQNQB2226PCFVSBMWIWYBQ2MQH \
  | 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: a41b00eb5af3c45ac82cb22d80c34c81ee9ebd3a4ea82b47600f24ae27b8433f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bcda1b5f5c69e05460494ecf640cdf82bae24404fc66da7020a47a540993f836",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-08-16T17:19:07Z",
    "title_canon_sha256": "618bfb5b38afb291f95b8178a3404e34e6d315b85c30cb957423225e07579cfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08847",
    "kind": "arxiv",
    "version": 1
  }
}