Pith Number

pith:V4I7FVG4

pith:2022:V4I7FVG4DVWJQKVQED5WGKRVBI

not attested not anchored not stored refs pending

Improving dermatology classifiers across populations using images generated by large diffusion models

Adewole S. Adamson, Arjun K. Manrai, James A. Diao, Luke W. Sagers, Matthew Groh, Pranav Rajpurkar

arxiv:2211.13352 v1 · 2022-11-23 · eess.IV · cs.CV · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V4I7FVG4DVWJQKVQED5WGKRVBI}

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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

Data-Centric Foundation Models in Computational Healthcare: A Survey

Receipt and verification

First computed	2026-07-05T05:19:02.680770Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af11f2d4dc1d6c982ab020fb632a350a286d2ae05638571ccb24f9a143069b31

Aliases

arxiv: 2211.13352 · arxiv_version: 2211.13352v1 · doi: 10.48550/arxiv.2211.13352 · pith_short_12: V4I7FVG4DVWJ · pith_short_16: V4I7FVG4DVWJQKVQ · pith_short_8: V4I7FVG4

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/V4I7FVG4DVWJQKVQED5WGKRVBI \
  | 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: af11f2d4dc1d6c982ab020fb632a350a286d2ae05638571ccb24f9a143069b31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e0628b8964ba374a8292de29395bc3f2678c87023d0889f3d3cf953e0acbc0b",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-11-23T23:53:03Z",
    "title_canon_sha256": "ad0d4462da6399e593c4e018a0339b4cff31cf949710c5d402de06f12f2bbc58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13352",
    "kind": "arxiv",
    "version": 1
  }
}