Pith Number

pith:LDAQKNWI

pith:2024:LDAQKNWIXBGH5RMPS5JZROPPZZ

not attested not anchored not stored refs pending

MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model

Jianpeng Zhang, Yiwen Ye, Yong Xia, Yutong Xie, Ziyang Chen

arxiv:2410.05905 v1 · 2024-10-08 · cs.CV

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\usepackage{pith}
\pithnumber{LDAQKNWIXBGH5RMPS5JZROPPZZ}

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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

MedSeqFT: Sequential Fine-tuning Foundation Models for 3D Medical Image Segmentation

Receipt and verification

First computed	2026-07-05T09:17:52.645223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58c10536c8b84c7ec58f975398b9efce49fedde8864895bbc17485b1fbbd812a

Aliases

arxiv: 2410.05905 · arxiv_version: 2410.05905v1 · doi: 10.48550/arxiv.2410.05905 · pith_short_12: LDAQKNWIXBGH · pith_short_16: LDAQKNWIXBGH5RMP · pith_short_8: LDAQKNWI

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/LDAQKNWIXBGH5RMPS5JZROPPZZ \
  | 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: 58c10536c8b84c7ec58f975398b9efce49fedde8864895bbc17485b1fbbd812a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cd39be0357cd912460eb1d2771c59ae786eacd6d4afc1a8abc88edf9569ab08",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-08T11:04:01Z",
    "title_canon_sha256": "625344c680a4e7bc33ec6b1836f7393aaff12082f025dab8947b02085fd8f0de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05905",
    "kind": "arxiv",
    "version": 1
  }
}