Pith Number

pith:LMLDCVKM

pith:2022:LMLDCVKMQRJ7LD3UQSJAR2PM2A

not attested not anchored not stored refs pending

REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening

Baiying Lei, Benjian Zhao, Cheng Bian, Chenglang Yuan, Fei Li, Francisco Fumero, Haidar Almubarak, Hrvoje Bogunovi\'c, Huazhu Fu, Huihui Fang, Jaemin Son, Jie Yang, Jos\'e Ignacio Orlando, Jos\'e Sigut, Junde Wu, Menglu Zhang, Shaohua Li, Shuang Yu, Shubham Innani, Tianjiao Guo, Ujjwal Baid, Xinxing Xu, Xiulan Zhang, Xu Sun, Yakoub Bazi, Yanwu Xu, Yating Zhou, Yuanhao Guo

arxiv:2202.08994 v3 · 2022-02-18 · eess.IV · cs.CV

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\usepackage{pith}
\pithnumber{LMLDCVKMQRJ7LD3UQSJAR2PM2A}

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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

7 papers in Pith

Weakly Supervised Segmentation as Semantic-Based Regularization

Learning Emergent Modular Representations in Multi-modality Medical Vision Foundation Models

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows

Weakly Supervised Segmentation as Semantic-Based Regularization

Diffusion Model as a Generalist Segmentation Learner

Receipt and verification

First computed	2026-07-05T05:29:01.069606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b1631554c8453f58f74849208e9ecd031646f6161f0ba973a29d618bd56015f

Aliases

arxiv: 2202.08994 · arxiv_version: 2202.08994v3 · doi: 10.48550/arxiv.2202.08994 · pith_short_12: LMLDCVKMQRJ7 · pith_short_16: LMLDCVKMQRJ7LD3U · pith_short_8: LMLDCVKM

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/LMLDCVKMQRJ7LD3UQSJAR2PM2A \
  | 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: 5b1631554c8453f58f74849208e9ecd031646f6161f0ba973a29d618bd56015f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa620497a77d18ecc523656198e3f956ab6392c19d2b2479a60534a38bba6271",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-02-18T02:56:21Z",
    "title_canon_sha256": "e13497ef1093c3ac792355917657ff261a6c60702eff05256238dfdd1277e837"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.08994",
    "kind": "arxiv",
    "version": 3
  }
}