Pith Number

pith:2TWT2CEK

pith:2024:2TWT2CEKVOI232GCAPWIBGSJKF

not attested not anchored not stored refs pending

Improved Baselines with Synchronized Encoding for Universal Medical Image Segmentation

Haixia Bi, Hai Zhang, Jiadong Feng, Jian Sun, Sihan Yang, Xuande Mi

arxiv:2408.09886 v4 · 2024-08-19 · 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{2TWT2CEKVOI232GCAPWIBGSJKF}

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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.

Cited by

1 paper in Pith

Challenges in Deep Learning-Based Small Organ Segmentation: A Benchmarking Perspective for Medical Research with Limited Datasets

Receipt and verification

First computed	2026-07-05T11:25:39.098573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4ed3d088aab91ade8c203ec809a49516016a36d21b1231846ff50c85c82e02d

Aliases

arxiv: 2408.09886 · arxiv_version: 2408.09886v4 · doi: 10.48550/arxiv.2408.09886 · pith_short_12: 2TWT2CEKVOI2 · pith_short_16: 2TWT2CEKVOI232GC · pith_short_8: 2TWT2CEK

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/2TWT2CEKVOI232GCAPWIBGSJKF \
  | 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: d4ed3d088aab91ade8c203ec809a49516016a36d21b1231846ff50c85c82e02d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2172073282eeda5fcebaa28174de7a680826014e1a07be67b7590d6f37da74f7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-19T11:01:00Z",
    "title_canon_sha256": "d523f1a723445ffdfdb296dab95a5b1bdcfd4c17bb8e25c40f65818dcaceb509"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09886",
    "kind": "arxiv",
    "version": 4
  }
}