Pith Number

pith:44Z3MMUJ

pith:2023:44Z3MMUJOFQPRJZ5S3QFEWIMHU

not attested not anchored not stored refs pending

PseudoCell: Hard Negative Mining as Pseudo Labeling for Deep Learning-Based Centroblast Cell Detection

Ananya Pongpaibul, Chanitra Thuwajit, Kanyakorn Veerakanjana, Komgrid Charngkaew, Napat Angkathunyakul, Narit Hnoohom, Narongrid Seesawad, Paisarn Boonsakan, Peti Thuwajit, Phattarapong Sawangjai, Phoomraphee Luenam, Piyalitt Ittichaiwong, Sumeth Yuenyong, Supasan Sripodok, Thapanun Sudhawiyangkul, Theerawit Wilaiprasitporn

arxiv:2307.03211 v1 · 2023-07-06 · q-bio.QM · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{44Z3MMUJOFQPRJZ5S3QFEWIMHU}

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	2026-07-05T06:28:39.209016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e733b632897160f8a73d96e052590c3d3d43a138f4d540eb6f1d364df5681da3

Aliases

arxiv: 2307.03211 · arxiv_version: 2307.03211v1 · doi: 10.48550/arxiv.2307.03211 · pith_short_12: 44Z3MMUJOFQP · pith_short_16: 44Z3MMUJOFQPRJZ5 · pith_short_8: 44Z3MMUJ

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/44Z3MMUJOFQPRJZ5S3QFEWIMHU \
  | 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: e733b632897160f8a73d96e052590c3d3d43a138f4d540eb6f1d364df5681da3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "990e8f43cee7cc5642d34345f56d469d19a21c450f41116988eb40937cdf854d",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2023-07-06T14:47:27Z",
    "title_canon_sha256": "f9820cd69099d454e14844fce201326bc51174740d24c9885e17027ca99cfaf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03211",
    "kind": "arxiv",
    "version": 1
  }
}