Pith Number

pith:QTELUUUI

pith:2024:QTELUUUIJ3MAJT2VDIOUQX2D3O

not attested not anchored not stored refs pending

MSA$^2$Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation

Afshin Bozorgpour, Dorit Merhof, Ilker Hacihaliloglu, Moein Heidari, Reza Azad, Seyed Kamal Chaharsooghi, Sina Ghorbani Kolahi, Toktam Khatibi

arxiv:2407.21640 v3 · 2024-07-31 · eess.IV · 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{QTELUUUIJ3MAJT2VDIOUQX2D3O}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Gated Differential Linear Attention: A Linear-Time Decoder for High-Fidelity Medical Segmentation

Receipt and verification

First computed	2026-07-05T09:33:35.730276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84c8ba52884ed804cf551a1d485f43db8a69c8fa8f1aeca52ef96273c53b643b

Aliases

arxiv: 2407.21640 · arxiv_version: 2407.21640v3 · doi: 10.48550/arxiv.2407.21640 · pith_short_12: QTELUUUIJ3MA · pith_short_16: QTELUUUIJ3MAJT2V · pith_short_8: QTELUUUI

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/QTELUUUIJ3MAJT2VDIOUQX2D3O \
  | 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: 84c8ba52884ed804cf551a1d485f43db8a69c8fa8f1aeca52ef96273c53b643b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41c405560e536dbe8b62e5d81f4980d4b1fb46df8b5f9e7de330bc526a77f424",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-07-31T14:41:10Z",
    "title_canon_sha256": "2d14d1685faa7eecb0858b45e8cdc9ea72503b2d4f6652589a97b77dead24214"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.21640",
    "kind": "arxiv",
    "version": 3
  }
}