Pith Number

pith:B67DP3UH

pith:2025:B67DP3UHO2WSACIA5EHPLEPUDU

not attested not anchored not stored refs pending

Towards Trustworthy Breast Tumor Segmentation in Ultrasound using Monte Carlo Dropout and Deep Ensembles for Epistemic Uncertainty Estimation

Adaobi Chiazor Emegoakor, Chinasa Kalaiwo, Confidence Raymond, Farouk Dako, Maimoona Akram, Maruf Adewole, Prince Ebenezer Adjei, Toufiq Musah, Ubaida Napari Abdulai, Udunna C. Anazodo

arxiv:2508.17768 v1 · 2025-08-25 · eess.IV · 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{B67DP3UHO2WSACIA5EHPLEPUDU}

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	2026-07-05T11:58:47.405750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fbe37ee8776ad200900e90ef591f41d1116efcb1ad312144aba5880f8ba07ae

Aliases

arxiv: 2508.17768 · arxiv_version: 2508.17768v1 · doi: 10.48550/arxiv.2508.17768 · pith_short_12: B67DP3UHO2WS · pith_short_16: B67DP3UHO2WSACIA · pith_short_8: B67DP3UH

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/B67DP3UHO2WSACIA5EHPLEPUDU \
  | 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: 0fbe37ee8776ad200900e90ef591f41d1116efcb1ad312144aba5880f8ba07ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2954593a8f8243f1b958b0c938740082524db5cd8cceb4199a44b48a559f01b",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-08-25T08:06:07Z",
    "title_canon_sha256": "c465e9df5ef26b386ad562a13318753a7e55248bafe106b404a87b845f5f995d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17768",
    "kind": "arxiv",
    "version": 1
  }
}