Pith Number

pith:SKDZXZOB

pith:2023:SKDZXZOBAU4FAG6BEBSDT7MR53

not attested not anchored not stored refs pending

Revamping AI Models in Dermatology: Overcoming Critical Challenges for Enhanced Skin Lesion Diagnosis

Adrian Bowling, Brigid Betz-Stablein, Deval Mehta, H Peter Soyer, Maithili Sashindranath, Martin Haskett, Paul Bonnington, Toan D Nguyen, Victoria Mar, Yaniv Gal, Zongyuan Ge

arxiv:2311.01009 v1 · 2023-11-02 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SKDZXZOBAU4FAG6BEBSDT7MR53}

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.

Receipt and verification

First computed	2026-07-05T07:08:19.180784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92879be5c10538501bc1206439fd91eee5a54d7253616de650c3201b90a2b9dc

Aliases

arxiv: 2311.01009 · arxiv_version: 2311.01009v1 · doi: 10.48550/arxiv.2311.01009 · pith_short_12: SKDZXZOBAU4F · pith_short_16: SKDZXZOBAU4FAG6B · pith_short_8: SKDZXZOB

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/SKDZXZOBAU4FAG6BEBSDT7MR53 \
  | 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: 92879be5c10538501bc1206439fd91eee5a54d7253616de650c3201b90a2b9dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db221150460e4d88ba84c67e93a9e6cd057c38fc1b803a8e355e4891f8205eef",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-02T06:08:49Z",
    "title_canon_sha256": "850a41342a0acef81a222b29d77c461b5fc5d6c529251dcf199a6bad03c6ca95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01009",
    "kind": "arxiv",
    "version": 1
  }
}