Pith Number

pith:FRVN2XJO

pith:2023:FRVN2XJOGJ75Q7ZYNC4M4X3TMJ

not attested not anchored not stored refs pending

MSW-Transformer: Multi-Scale Shifted Windows Transformer Networks for 12-Lead ECG Classification

Jingfeng Guo, Lei Xie, Renjie Cheng, Shuxin Zhuang, Zhemin Zhuang

arxiv:2306.12098 v1 · 2023-06-21 · eess.SP · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FRVN2XJOGJ75Q7ZYNC4M4X3TMJ}

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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

2 papers in Pith

MSAIC-Net: A Multi-Scale Attention and Imbalance-Aware Contrastive Network for ECG-Based Myocardial Substrate Abnormality Detection

ECG-NAT: A Self-supervised Neighborhood Attention Transformer for Multi-lead Electrocardiogram Classification

Receipt and verification

First computed	2026-07-05T06:23:10.551484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c6add5d2e327fd87f3868b8ce5f7362488f852b61e42c190dc3ef0307fb75b1

Aliases

arxiv: 2306.12098 · arxiv_version: 2306.12098v1 · doi: 10.48550/arxiv.2306.12098 · pith_short_12: FRVN2XJOGJ75 · pith_short_16: FRVN2XJOGJ75Q7ZY · pith_short_8: FRVN2XJO

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/FRVN2XJOGJ75Q7ZYNC4M4X3TMJ \
  | 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: 2c6add5d2e327fd87f3868b8ce5f7362488f852b61e42c190dc3ef0307fb75b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "910a44385b4d22b03799e779d4e0d6ea72928a5894f3c8d7c92ea446fc2dff47",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2023-06-21T08:27:26Z",
    "title_canon_sha256": "73bc9bfed7c3e3d487505ca8fda7c1282381bce8581895505406178008865471"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.12098",
    "kind": "arxiv",
    "version": 1
  }
}