Pith Number

pith:27XXTPEH

pith:2023:27XXTPEHEJBWLNPM2Z55ADCYJN

not attested not anchored not stored refs pending

Transfer learning from a sparsely annotated dataset of 3D medical images

Bram van Ginneken, Colin Jacobs, Gabriel Efrain Humpire-Mamani, Mathias Prokop, Nikolas Lessmann

arxiv:2311.05032 v1 · 2023-11-08 · eess.IV · cs.AI · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{27XXTPEHEJBWLNPM2Z55ADCYJN}

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

1 paper in Pith

Exploring Transfer Learning for Deep Learning Polyp Detection in Colonoscopy Images Using YOLOv8

Receipt and verification

First computed	2026-07-05T07:10:53.652948Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7ef79bc87224365b5ecd67bd00c584b7c5e6b2fd3da2bdec0db9cfdb07220ae

Aliases

arxiv: 2311.05032 · arxiv_version: 2311.05032v1 · doi: 10.48550/arxiv.2311.05032 · pith_short_12: 27XXTPEHEJBW · pith_short_16: 27XXTPEHEJBWLNPM · pith_short_8: 27XXTPEH

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/27XXTPEHEJBWLNPM2Z55ADCYJN \
  | 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: d7ef79bc87224365b5ecd67bd00c584b7c5e6b2fd3da2bdec0db9cfdb07220ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc0906fa57bdbb48f1bd52332e6362a645918896c1857eb4a275474002fc1c8c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-11-08T21:31:02Z",
    "title_canon_sha256": "81d03934c0309ea1761d00fed652337bcc053d8f3553caec41250c1943a0027a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.05032",
    "kind": "arxiv",
    "version": 1
  }
}