Pith Number

pith:ECGZS2K7

pith:2025:ECGZS2K7TEK6XHAUC66ATVJXKU

not attested not anchored not stored refs pending

Transformer-Based Explainable Deep Learning for Breast Cancer Detection in Mammography: The MammoFormer Framework

Abdullahi Bn Umar, Bamidele Dayo Tunde, Daniel Emakporuena, Maryam Abdulkarim, Ojonugwa Oluwafemi Ejiga Peter

arxiv:2508.06137 v1 · 2025-08-08 · 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{ECGZS2K7TEK6XHAUC66ATVJXKU}

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	2026-07-05T11:50:50.358791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

208d99695f9915eb9c1417bc09d53755048892b88b31c42e0a11aea9d9ad32fd

Aliases

arxiv: 2508.06137 · arxiv_version: 2508.06137v1 · doi: 10.48550/arxiv.2508.06137 · pith_short_12: ECGZS2K7TEK6 · pith_short_16: ECGZS2K7TEK6XHAU · pith_short_8: ECGZS2K7

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/ECGZS2K7TEK6XHAUC66ATVJXKU \
  | 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: 208d99695f9915eb9c1417bc09d53755048892b88b31c42e0a11aea9d9ad32fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b79f7f13d8c0bc420c52d6868ad7ebc81aff1242d59d6e3d291ed2eea39fae9",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-08-08T08:59:54Z",
    "title_canon_sha256": "537b3b7028034e7986bc1cd81514290e20564e1890fab0ec7a5e3fb2a1612262"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06137",
    "kind": "arxiv",
    "version": 1
  }
}