Pith Number

pith:25PICIMG

pith:2016:25PICIMGDO4XMBPQQLNMD5TUGJ

not attested not anchored not stored refs pending

Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images

Allan Halpern, Brian Helba, David Gutman, John R. Smith, Noel Codella, Quoc-Bao Nguyen, Sharath Pankanti

arxiv:1610.04662 v2 · 2016-10-14 · 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{25PICIMGDO4XMBPQQLNMD5TUGJ}

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	2026-05-18T01:01:59.685245Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d75e8121861bb97605f082dac1f6743244b0e4cc20154f5090ced3c2a9f58107

Aliases

arxiv: 1610.04662 · arxiv_version: 1610.04662v2 · doi: 10.48550/arxiv.1610.04662 · pith_short_12: 25PICIMGDO4X · pith_short_16: 25PICIMGDO4XMBPQ · pith_short_8: 25PICIMG

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/25PICIMGDO4XMBPQQLNMD5TUGJ \
  | 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: d75e8121861bb97605f082dac1f6743244b0e4cc20154f5090ced3c2a9f58107

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a744895241dfacc7ce3d95888107ae9ade10c1e685bbd9e4ec112a157f59c92",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2016-10-14T22:31:34Z",
    "title_canon_sha256": "3785fcc6de4d72be85bef260dd9eca0d085436f7873a0018a6a615258b2dc842"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.04662",
    "kind": "arxiv",
    "version": 2
  }
}