Pith Number

pith:KKMFSV4R

pith:2019:KKMFSV4R4Y5RSOOCYDOHLCLASL

not attested not anchored not stored refs pending

Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection Challenge

Md Ashraful Alam Milton

arxiv:1901.10802 v1 · 2019-01-30 · 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{KKMFSV4R4Y5RSOOCYDOHLCLASL}

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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

Optimizing Deep Learning for Skin Cancer Classification: A Computationally Efficient CNN with Minimal Accuracy Trade-Off

Receipt and verification

First computed	2026-05-17T23:55:05.981282Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5298595791e63b1939c2c0dc75896092d0ad4fd558a0f158ca1c378d202ca25a

Aliases

arxiv: 1901.10802 · arxiv_version: 1901.10802v1 · doi: 10.48550/arxiv.1901.10802 · pith_short_12: KKMFSV4R4Y5R · pith_short_16: KKMFSV4R4Y5RSOOC · pith_short_8: KKMFSV4R

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/KKMFSV4R4Y5RSOOCYDOHLCLASL \
  | 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: 5298595791e63b1939c2c0dc75896092d0ad4fd558a0f158ca1c378d202ca25a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f95fe8bf7d30ab7d870bb0f0d71215ce1e1ba6b663450356ac8f3c9a873b74e8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-01-30T13:10:11Z",
    "title_canon_sha256": "5f4a71836c4956a31a4b46ea5ff1e302ed17f864c7b1909280c590a398038e54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.10802",
    "kind": "arxiv",
    "version": 1
  }
}