Pith Number

pith:XEFSTULO

pith:2019:XEFSTULOP4JH3X7MHDAVYFD4FD

not attested not anchored not stored refs pending

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Alana Lewin, Beatriu Reig, Eralda Mema, Eric Kim, Esther Hwang, Hildegard Toth, Jason Phang, Jiyon Lee, Joe Katsnelson, Joshua D. Weinstein, Jungkyu Park, Kara Ho, Kristine Pysarenko, Krystal Airola, Krzysztof J. Geras, Kyunghyun Cho, Laura Heacock, Leng Leng Young Lin, Linda Moy, Masha Zorin, Nan Wu, Naziya Samreen, S. Gene Kim, Stacey Wolfson, Stanis{\l}aw Jastrz\k{e}bski, Stephanie Chung, Sushma Gaddam, Thibault F\'evry, Ujas Parikh, Yiming Gao, Yiqiu Shen, Zhe Huang

arxiv:1903.08297 v1 · 2019-03-20 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XEFSTULOP4JH3X7MHDAVYFD4FD}

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	2026-07-04T23:52:04.356937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b90b29d16e7f127ddfec38c15c147c28dbba97d143b1c36d98469336874b3d08

Aliases

arxiv: 1903.08297 · arxiv_version: 1903.08297v1 · doi: 10.48550/arxiv.1903.08297 · pith_short_12: XEFSTULOP4JH · pith_short_16: XEFSTULOP4JH3X7M · pith_short_8: XEFSTULO

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/XEFSTULOP4JH3X7MHDAVYFD4FD \
  | 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: b90b29d16e7f127ddfec38c15c147c28dbba97d143b1c36d98469336874b3d08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0924c3f61c0f0613744e820005586ae7ff86fb26ec7a72786c7f8252cfe5fe8f",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-20T00:51:01Z",
    "title_canon_sha256": "d11ed1da3b0074ef160bc9af0aff04e1d7ae8abab48ba8e21e52579677ab9ab3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.08297",
    "kind": "arxiv",
    "version": 1
  }
}