Pith Number

pith:PBAZOKRY

pith:2021:PBAZOKRYF43AUYTC6UE2QZBYAO

not attested not anchored not stored refs pending

Boosting EfficientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers

Christoph M. Friedrich, Louise Bloch, Raphael Br\"ungel

arxiv:2112.00065 v1 · 2021-11-30 · 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{PBAZOKRYF43AUYTC6UE2QZBYAO}

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	2026-07-05T03:50:03.773338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7841972a382f360a6262f509a8643803ab70f3029827505eb8ae54ffae50af40

Aliases

arxiv: 2112.00065 · arxiv_version: 2112.00065v1 · doi: 10.48550/arxiv.2112.00065 · pith_short_12: PBAZOKRYF43A · pith_short_16: PBAZOKRYF43AUYTC · pith_short_8: PBAZOKRY

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/PBAZOKRYF43AUYTC6UE2QZBYAO \
  | 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: 7841972a382f360a6262f509a8643803ab70f3029827505eb8ae54ffae50af40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "738141af789fe0a1d958ee77fedf9a311e76ff80bfd02ea52560210e096cc92a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-11-30T19:42:06Z",
    "title_canon_sha256": "0732f0909222a51194aff0851e12d7767672a312bf429e048a1af39fdaab45ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.00065",
    "kind": "arxiv",
    "version": 1
  }
}