Pith. sign in
Pith Number

pith:IGYQS2P4

pith:2023:IGYQS2P43P5GNFYFQAYTLLIYWJ
not attested not anchored not stored refs pending

Need for Objective Task-based Evaluation of Deep Learning-Based Denoising Methods: A Study in the Context of Myocardial Perfusion SPECT

Abhinav K. Jha, Barry A. Siegel, Md Ashequr Rahman, Richard Laforest, Richard L. Wahl, Robert J. Gropler, Thomas H. Schindler, Zitong Yu

arxiv:2303.02110 v5 · 2023-03-03 · eess.IV · cs.CV · cs.LG · physics.med-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IGYQS2P43P5GNFYFQAYTLLIYWJ}

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 2026-07-05T05:56:56.098542Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

41b10969fcdbfa669705803135ad18b2799927055b8db8975372fe710cc64839

Aliases

arxiv: 2303.02110 · arxiv_version: 2303.02110v5 · doi: 10.48550/arxiv.2303.02110 · pith_short_12: IGYQS2P43P5G · pith_short_16: IGYQS2P43P5GNFYF · pith_short_8: IGYQS2P4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IGYQS2P43P5GNFYFQAYTLLIYWJ \
  | 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: 41b10969fcdbfa669705803135ad18b2799927055b8db8975372fe710cc64839
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b4ba7d5ddec753378dfaa13fab2dca9ab61650371018165a9f5d2de65caf7554",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "physics.med-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-03-03T17:51:08Z",
    "title_canon_sha256": "e80478ba63a169bff0933fe3a3e9231789982c44e62826c8f5e11a169f13d3d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.02110",
    "kind": "arxiv",
    "version": 5
  }
}