Pith Number

pith:RX5C5NVV

pith:2021:RX5C5NVVROQ2BF4M3POUCID5R5

not attested not anchored not stored refs pending

MISSFormer: An Effective Medical Image Segmentation Transformer

Dandan Li, Xiaohong Huang, Xueguang Yuan, Zhifang Deng

arxiv:2109.07162 v2 · 2021-09-15 · cs.CV

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\usepackage{pith}
\pithnumber{RX5C5NVVROQ2BF4M3POUCID5R5}

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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

8 papers in Pith

MS-DKC: A Dataset Knowledge Card Framework for Designing and Adapting Medical Image Segmentation Models

APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms

SwInception -- Local Attention Meets Convolutions

Primus: Enforcing Attention Usage for 3D Medical Image Segmentation

Receipt and verification

First computed	2026-07-05T03:42:03.497116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8dfa2eb6b58ba1a0978cdbdd41207d8f4b2916aa40211bc4ddebad6cefb2d085

Aliases

arxiv: 2109.07162 · arxiv_version: 2109.07162v2 · doi: 10.48550/arxiv.2109.07162 · pith_short_12: RX5C5NVVROQ2 · pith_short_16: RX5C5NVVROQ2BF4M · pith_short_8: RX5C5NVV

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/RX5C5NVVROQ2BF4M3POUCID5R5 \
  | 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: 8dfa2eb6b58ba1a0978cdbdd41207d8f4b2916aa40211bc4ddebad6cefb2d085

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b164a6c7f95db949fb6306a17a93f2c8164eba3013b91b6b8cad106cb231476f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-09-15T08:56:00Z",
    "title_canon_sha256": "b07fbb0f926e74cbb64a2ff746072f565214cec3d1e3c764fa27ba11bc5dccae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.07162",
    "kind": "arxiv",
    "version": 2
  }
}