Pith. sign in
Pith Number

pith:QZQTA7WE

pith:2020:QZQTA7WEE26OUAZIRSVSG7VJGC
not attested not anchored not stored refs pending

Breast lesion segmentation in ultrasound images with limited annotated data

Bahareh Behboodi, Hassan Rivaz, Mina Amiri, Rupert Brooks

arxiv:2001.07322 v1 · 2020-01-21 · eess.IV · cs.CV · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QZQTA7WEE26OUAZIRSVSG7VJGC}

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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.
Receipt and verification
First computed 2026-07-05T00:34:54.272199Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8661307ec426bcea03288cab237ea930afb11fcaa74fed1020d7b201d3cd63a6

Aliases

arxiv: 2001.07322 · arxiv_version: 2001.07322v1 · doi: 10.48550/arxiv.2001.07322 · pith_short_12: QZQTA7WEE26O · pith_short_16: QZQTA7WEE26OUAZI · pith_short_8: QZQTA7WE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QZQTA7WEE26OUAZIRSVSG7VJGC \
  | 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: 8661307ec426bcea03288cab237ea930afb11fcaa74fed1020d7b201d3cd63a6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5de655896ef64307f895a0842d60a6c795238bc1024324f36886b4f8a0b5b287",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2020-01-21T03:34:42Z",
    "title_canon_sha256": "2afae0c9fd37eb012b8c9bed2f9ed52460834e55426f7d2fdf12ff9ca2249125"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.07322",
    "kind": "arxiv",
    "version": 1
  }
}