Pith Number

pith:WQFYIL6T

pith:2023:WQFYIL6TVYELWNDDTR7QW7HUDB

not attested not anchored not stored refs pending

Computer-Vision Benchmark Segment-Anything Model (SAM) in Medical Images: Accuracy in 12 Datasets

Atle Bjornerud, Jeffrey Stout, Jingpeng Li, P. Ellen Grant, Rina Bao, Sheng He, Yangming Ou

arxiv:2304.09324 v3 · 2023-04-18 · 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{WQFYIL6TVYELWNDDTR7QW7HUDB}

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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

6 papers in Pith

MorVess: Morphology-Aware Pulmonary Vessel Segmentation Network

CellNet -- Localizing Cells using Sparse and Noisy Point Annotations

Data-Centric Foundation Models in Computational Healthcare: A Survey

Clinical utility of foundation models in musculoskeletal MRI for biomarker fidelity and predictive outcomes

CardioSAM: Topology-Aware Decoder Design for High-Precision Cardiac MRI Segmentation

Receipt and verification

First computed	2026-07-05T06:07:38.606703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b40b842fd3ae08bb34639c7f0b7cf418652787ed38ded7b2be78c50e47be14bb

Aliases

arxiv: 2304.09324 · arxiv_version: 2304.09324v3 · doi: 10.48550/arxiv.2304.09324 · pith_short_12: WQFYIL6TVYEL · pith_short_16: WQFYIL6TVYELWNDD · pith_short_8: WQFYIL6T

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/WQFYIL6TVYELWNDDTR7QW7HUDB \
  | 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: b40b842fd3ae08bb34639c7f0b7cf418652787ed38ded7b2be78c50e47be14bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c30b7f95e002a480f3e206bd1288b9f0201470a93081eb26c60eaa12f80b36f",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-04-18T22:16:49Z",
    "title_canon_sha256": "f17418b89c21951afae97fa09fdbba9942b8ec1aef9220c9d15ff27c50c3d6f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.09324",
    "kind": "arxiv",
    "version": 3
  }
}