Pith Number

pith:CRWPUNHJ

pith:2023:CRWPUNHJIKBHDI2NIJP4AT4RMY

not attested not anchored not stored refs pending

Leveraging Transformers to Improve Breast Cancer Classification and Risk Assessment with Multi-modal and Longitudinal Data

Eliana Goldberg, Farah Shamout, Frank Yeung, Jungkyu Park, Krzysztof J. Geras, Laura Heacock, Yiqiu Shen

arxiv:2311.03217 v2 · 2023-11-06 · eess.IV · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CRWPUNHJIKBHDI2NIJP4AT4RMY}

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	2026-07-05T07:12:55.412892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

146cfa34e9428271a34d425fc04f916638c00dd28975a69f4a08a47562a69a3c

Aliases

arxiv: 2311.03217 · arxiv_version: 2311.03217v2 · doi: 10.48550/arxiv.2311.03217 · pith_short_12: CRWPUNHJIKBH · pith_short_16: CRWPUNHJIKBHDI2N · pith_short_8: CRWPUNHJ

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/CRWPUNHJIKBHDI2NIJP4AT4RMY \
  | 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: 146cfa34e9428271a34d425fc04f916638c00dd28975a69f4a08a47562a69a3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93ebfecc38e09062eef7278d7b2c65d1e6f1c33ef30e28f65a2a2a0c695e74f6",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-11-06T16:01:42Z",
    "title_canon_sha256": "86d5da821aefad61bc9eb8bc61589c05331242a425b22d07d24a7e719e6e221d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.03217",
    "kind": "arxiv",
    "version": 2
  }
}