Pith. sign in
Pith Number

pith:XPQGLKQZ

pith:2024:XPQGLKQZMPIY6GTUR5EZHPP7QZ
not attested not anchored not stored refs pending

Emulating Clinical Quality Muscle B-mode Ultrasound Images from Plane Wave Images Using a Two-Stage Machine Learning Model

Courtney Trutna Paley, Felix Jin, Kathryn Nightingale, Lisa Hobson-Webb, Mark Palmeri, Ouwen Huang, Reed Chen, Wren Wightman, Yohei Harada

arxiv:2412.05758 v1 · 2024-12-07 · eess.IV · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XPQGLKQZMPIY6GTUR5EZHPP7QZ}

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.
Receipt and verification
First computed 2026-07-05T09:46:08.442117Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bbe065aa1963d18f1a748f4993bdff8678e5aec34fbc27289909f72b6e7cadcf

Aliases

arxiv: 2412.05758 · arxiv_version: 2412.05758v1 · doi: 10.48550/arxiv.2412.05758 · pith_short_12: XPQGLKQZMPIY · pith_short_16: XPQGLKQZMPIY6GTU · pith_short_8: XPQGLKQZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XPQGLKQZMPIY6GTUR5EZHPP7QZ \
  | 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: bbe065aa1963d18f1a748f4993bdff8678e5aec34fbc27289909f72b6e7cadcf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d01893e857d906bc29abfb1cb183c5663bd25584944c22a686a4f950fcb16af9",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-12-07T22:59:02Z",
    "title_canon_sha256": "3196d60f03190ed63afe1632d302a12ad09e5dc1f25052bcfde614d72e29b3b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05758",
    "kind": "arxiv",
    "version": 1
  }
}