Pith Number

pith:XJU7MTFU

pith:2017:XJU7MTFU4GYZHYJDT3J3YKOSGN

not attested not anchored not stored refs pending

Convolutional Neural Network Committees for Melanoma Classification with Classical And Expert Knowledge Based Image Transforms Data Augmentation

B\'arbara Nader Vasconcelos, Cristina Nader Vasconcelos

arxiv:1702.07025 v2 · 2017-02-22 · 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{XJU7MTFU4GYZHYJDT3J3YKOSGN}

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

STaDA: Style Transfer as Data Augmentation

Receipt and verification

First computed	2026-05-18T00:48:41.737489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba69f64cb4e1b193e1239ed3bc29d2335babc247af5536229e384bb3a71163bd

Aliases

arxiv: 1702.07025 · arxiv_version: 1702.07025v2 · doi: 10.48550/arxiv.1702.07025 · pith_short_12: XJU7MTFU4GYZ · pith_short_16: XJU7MTFU4GYZHYJD · pith_short_8: XJU7MTFU

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/XJU7MTFU4GYZHYJDT3J3YKOSGN \
  | 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: ba69f64cb4e1b193e1239ed3bc29d2335babc247af5536229e384bb3a71163bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09d3ae68cf285c424a4cf387a369c1ba6faaaa6bd241c2b812a5e5813eef421f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-02-22T22:17:13Z",
    "title_canon_sha256": "be7c7301af931019e8bd9303a18b2a5ec84c2bf74f4c65105a4cc2ae58842db3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.07025",
    "kind": "arxiv",
    "version": 2
  }
}