Pith. sign in
Pith Number

pith:4IUS4LYP

pith:2025:4IUS4LYPPN5BGICQKLKXRMAZ5O
not attested not anchored not stored refs pending

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

Jiawen Li, Jingli Ouyang, Lianghui Zhu, Li Zheng, Minxi Ouyang, Qiang Huang, Song Duan, Tian Guan, Wenbin Dai, Xitong Ling, Xuemei Zhang, Yaqing Bao, Yonghong He

arxiv:2507.18433 v1 · 2025-07-24 · eess.IV · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4IUS4LYPPN5BGICQKLKXRMAZ5O}

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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.
Receipt and verification
First computed 2026-07-05T11:42:47.916359Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e2292e2f0f7b7a13205052d578b019eba5fff7e8b83bd523966456e3720730ec

Aliases

arxiv: 2507.18433 · arxiv_version: 2507.18433v1 · doi: 10.48550/arxiv.2507.18433 · pith_short_12: 4IUS4LYPPN5B · pith_short_16: 4IUS4LYPPN5BGICQ · pith_short_8: 4IUS4LYP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4IUS4LYPPN5BGICQKLKXRMAZ5O \
  | 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: e2292e2f0f7b7a13205052d578b019eba5fff7e8b83bd523966456e3720730ec
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3bbab2d38ff136d89e1faddb38a80d03276993bbb37078d16a5bab780b0020bd",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-07-24T14:12:20Z",
    "title_canon_sha256": "6cd33d3f15830574db6f49dd555970f302a666b2859497b98f3b6a04f839435a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18433",
    "kind": "arxiv",
    "version": 1
  }
}