Pith Number

pith:QSL7GLHF

pith:2025:QSL7GLHFL6DYXSBYVKUSUQEPAX

not attested not anchored not stored refs pending

From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction

Alejandro F. Frangi, Ali Sarrami-Foroushani, Arezoo Zakeri, Fengming Lin, Haoran Dou, Jinming Duan, Michael MacRaild, Yidan Xue, Zherui Zhou, Ziwei Zou

arxiv:2505.03599 v1 · 2025-05-06 · 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{QSL7GLHFL6DYXSBYVKUSUQEPAX}

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.

Cited by

2 papers in Pith

High-Fidelity 3D Geometric Reconstruction of Pelvic Organs from MRI: A Hybrid Deep Learning and Iterative Optimization Approach

Personalized 3D Myocardial Infarct Geometry Reconstruction from Cine MRI for Cardiac Digital Twins

Receipt and verification

First computed	2026-07-05T10:59:19.081137Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8497f32ce55f878bc838aaa92a408f05cf2cdb6da7744a2ca3b89240d5afcf7c

Aliases

arxiv: 2505.03599 · arxiv_version: 2505.03599v1 · doi: 10.48550/arxiv.2505.03599 · pith_short_12: QSL7GLHFL6DY · pith_short_16: QSL7GLHFL6DYXSBY · pith_short_8: QSL7GLHF

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/QSL7GLHFL6DYXSBYVKUSUQEPAX \
  | 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: 8497f32ce55f878bc838aaa92a408f05cf2cdb6da7744a2ca3b89240d5afcf7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b651dbfd7e850aaefbf94fe6805b55c03ab2c8951878a335a83753760d1bf9c7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-06T15:01:43Z",
    "title_canon_sha256": "5bc9361dc4d99ce384d23da2429fc5a72c2e516a3908432b5b789eab99461e6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03599",
    "kind": "arxiv",
    "version": 1
  }
}