Pith Number

pith:Q32WNLZV

pith:2023:Q32WNLZVPKZ7M26WR4SMY5MZWS

not attested not anchored not stored refs pending

FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling

Mengyu Wang, Min Shi, Muhammad Osama Khan, Tobias Elze, Yan Luo, Yi Fang, Yu Tian, Zehao Dou

arxiv:2310.02492 v3 · 2023-10-03 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q32WNLZVPKZ7M26WR4SMY5MZWS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

2 papers in Pith

Fairness Beyond Demographics: Optimizing Performance Across Appearance-Based Hidden Cohorts in Medical Imaging

People-Centred Medical Image Analysis via Fairness-Aware Human-AI Cooperation

Receipt and verification

First computed	2026-07-05T08:07:11.412157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86f566af357ab3f66bd68f24cc7599b4bdec8f35d3e56315abbe9557ee108af0

Aliases

arxiv: 2310.02492 · arxiv_version: 2310.02492v3 · doi: 10.48550/arxiv.2310.02492 · pith_short_12: Q32WNLZVPKZ7 · pith_short_16: Q32WNLZVPKZ7M26W · pith_short_8: Q32WNLZV

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/Q32WNLZVPKZ7M26WR4SMY5MZWS \
  | 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: 86f566af357ab3f66bd68f24cc7599b4bdec8f35d3e56315abbe9557ee108af0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70f773e257c3e995de219ae1a5d7254b0675f83a56b4c9f519a534e4a0668374",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-03T23:44:35Z",
    "title_canon_sha256": "58ae79a4bb29a74ab31e0952b6d3f3209b0c18e47f805295ca65f738c29a931d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02492",
    "kind": "arxiv",
    "version": 3
  }
}