Pith Number

pith:DHGICZV4

pith:2022:DHGICZV4ACKO4UC6QETC2LATL5

not attested not anchored not stored refs pending

Transformer based multiple instance learning for weakly supervised histopathology image segmentation

Bingzheng Wei, Eric I-Chao Chang, Kailu Li, Maode Lai, Yan Xu, Yubo Fan, Ziniu Qian

arxiv:2205.08878 v1 · 2022-05-18 · 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{DHGICZV4ACKO4UC6QETC2LATL5}

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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	2026-07-05T04:24:30.619013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19cc8166bc0094ee505e81262d2c135f6c6beffedf31a1de2c586887308048fe

Aliases

arxiv: 2205.08878 · arxiv_version: 2205.08878v1 · doi: 10.48550/arxiv.2205.08878 · pith_short_12: DHGICZV4ACKO · pith_short_16: DHGICZV4ACKO4UC6 · pith_short_8: DHGICZV4

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/DHGICZV4ACKO4UC6QETC2LATL5 \
  | 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: 19cc8166bc0094ee505e81262d2c135f6c6beffedf31a1de2c586887308048fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbd7b0b46b89c435e5b01cbe61870d67993688bbff7c395fe2f6e3e7f920bb04",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-05-18T12:04:26Z",
    "title_canon_sha256": "40d3475a6925411bc2aa3406b1f1d6f8f4d4b3fbf726f30756e554a5f826b601"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.08878",
    "kind": "arxiv",
    "version": 1
  }
}