Pith Number

pith:QGOVC74E

pith:2025:QGOVC74E2TTLBRXKFICE6XB57V

not attested not anchored not stored refs pending

SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models

Bohao Lv, Le Xue, Wenbo Zhang, Yichi Zhang, Yuan Cheng, Yuan Qi, Yuchen Liu, Yu Fu

arxiv:2502.20749 v1 · 2025-02-28 · eess.IV · cs.CV

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\usepackage{pith}
\pithnumber{QGOVC74E2TTLBRXKFICE6XB57V}

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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

Embracing Intra-Class Heterogeneity for Semi-Supervised Medical Image Segmentation: From Diversity to Precision

Receipt and verification

First computed	2026-07-05T10:21:39.051423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

819d517f84d4e6b0c6ea2a044f5c3dfd63971940f2ac0fcc0001d72bb2f9a02c

Aliases

arxiv: 2502.20749 · arxiv_version: 2502.20749v1 · doi: 10.48550/arxiv.2502.20749 · pith_short_12: QGOVC74E2TTL · pith_short_16: QGOVC74E2TTLBRXK · pith_short_8: QGOVC74E

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/QGOVC74E2TTLBRXKFICE6XB57V \
  | 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: 819d517f84d4e6b0c6ea2a044f5c3dfd63971940f2ac0fcc0001d72bb2f9a02c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9407d8794f61b9f1e40ddb531df317e1edefc7f7f4f77160228b352d337ec8f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-02-28T05:54:41Z",
    "title_canon_sha256": "40beef0083e23f868044da78b65afff5330e8fb5ec41711c8bb33fbdc723d90a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20749",
    "kind": "arxiv",
    "version": 1
  }
}