Pith Number

pith:AMDMPFHR

pith:2022:AMDMPFHRE33RVONWK2RQXXWN7S

not attested not anchored not stored refs pending

MEDFAIR: Benchmarking Fairness for Medical Imaging

Timothy Hospedales, Yongshuo Zong, Yongxin Yang

arxiv:2210.01725 v2 · 2022-10-04 · cs.LG · cs.AI · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AMDMPFHRE33RVONWK2RQXXWN7S}

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

1 paper in Pith

BM-CL: Bias Mitigation through the lens of Continual Learning

Receipt and verification

First computed	2026-07-05T05:43:15.788491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0306c794f126f71ab9b656a30bdecdfc822bfbf39807d2f43559fc2ee68e4345

Aliases

arxiv: 2210.01725 · arxiv_version: 2210.01725v2 · doi: 10.48550/arxiv.2210.01725 · pith_short_12: AMDMPFHRE33R · pith_short_16: AMDMPFHRE33RVONW · pith_short_8: AMDMPFHR

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/AMDMPFHRE33RVONWK2RQXXWN7S \
  | 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: 0306c794f126f71ab9b656a30bdecdfc822bfbf39807d2f43559fc2ee68e4345

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bac165310538c6317ebad05d0b365b9d2712c79e40b1f51e51871b0bbd80af5a",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-04T16:30:47Z",
    "title_canon_sha256": "d8987adeb26197bf9019e8485769fa7c723b18c5ecbf3b259d91411b1b582e83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.01725",
    "kind": "arxiv",
    "version": 2
  }
}