pith. sign in
Pith Number

pith:4A5KPFBA

pith:2026:4A5KPFBAXIU33F3WE74DRHBQQP
not attested not anchored not stored refs pending

Compute-Optimal Network Design for Echocardiography Myocardial Segmentation and Perfusion Quantification using Neural Scaling Laws

Cameron A. B. Smith, Clara Rodrigo Gonz\'alez, Fu Siong Ng, Lasha Gvinianidze, Matthieu Toulemonde, Meng-Xing Tang, Oscar Bates, Roxy Senior

arxiv:2606.06725 v1 · 2026-06-04 · eess.IV · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4A5KPFBAXIU33F3WE74DRHBQQP}

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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.
Receipt and verification
First computed 2026-06-08T01:04:24.790409Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e03aa79420ba29bd977627f8389c3083e8e8581e3bbccf3fa1316b8e6b79fd1d

Aliases

arxiv: 2606.06725 · arxiv_version: 2606.06725v1 · doi: 10.48550/arxiv.2606.06725 · pith_short_12: 4A5KPFBAXIU3 · pith_short_16: 4A5KPFBAXIU33F3W · pith_short_8: 4A5KPFBA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4A5KPFBAXIU33F3WE74DRHBQQP \
  | 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: e03aa79420ba29bd977627f8389c3083e8e8581e3bbccf3fa1316b8e6b79fd1d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "939c087c12c7ccc99f4a0a31e20c1bca0248284a7c95a3ce972e0a3579ef8672",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2026-06-04T21:21:33Z",
    "title_canon_sha256": "18e18df30abd30fe12bfd55924c41cff2dd3445241de0c1c89bee4d3038c0fe0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.06725",
    "kind": "arxiv",
    "version": 1
  }
}