Pith Number

pith:GWU37IR3

pith:2019:GWU37IR3AB3HFWWXNJCQMPLKP4

not attested not anchored not stored refs pending

Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification

Cheng Xue, Hao Chen, Pheng Ann Heng, Qi Dou, Xueying Shi

arxiv:1901.07759 v2 · 2019-01-23 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GWU37IR3AB3HFWWXNJCQMPLKP4}

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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

Pick-and-Learn: Automatic Quality Evaluation for Noisy-Labeled Image Segmentation

Receipt and verification

First computed	2026-05-17T23:55:38.004425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35a9bfa23b007672dad76a45063d6a7f17eebe4a7757b01364aec2a30c46eecc

Aliases

arxiv: 1901.07759 · arxiv_version: 1901.07759v2 · doi: 10.48550/arxiv.1901.07759 · pith_short_12: GWU37IR3AB3H · pith_short_16: GWU37IR3AB3HFWWX · pith_short_8: GWU37IR3

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/GWU37IR3AB3HFWWXNJCQMPLKP4 \
  | 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: 35a9bfa23b007672dad76a45063d6a7f17eebe4a7757b01364aec2a30c46eecc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c10c16309c3bb9b59186c8d3d613d18e1d29d94de0764e351ad4d13a5b40b06",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-01-23T08:03:51Z",
    "title_canon_sha256": "75d6118719a8c3e020ebf9ec44f26a8663c1e2bff4c0bf77ac60190a90c74349"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.07759",
    "kind": "arxiv",
    "version": 2
  }
}