Pith Number

pith:DAKCXTKR

pith:2022:DAKCXTKRKA54E4ADIAHGHF7C5J

not attested not anchored not stored refs pending

A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications

Candice Bolan, Debesh Jha, Derk Klatte, Elif Keles, Megan Engels, Michael Wallace, Sanne Hoogenboom, Tara M. Pattilachan, Ugur Demir, Ulas Bagci

arxiv:2301.02181 v1 · 2022-12-14 · 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{DAKCXTKRKA54E4ADIAHGHF7C5J}

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	2026-07-05T05:30:57.518213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18142bcd51503bc27003400e6397e2ea4831fb4c0a9ec491d1a65045a5cebc92

Aliases

arxiv: 2301.02181 · arxiv_version: 2301.02181v1 · doi: 10.48550/arxiv.2301.02181 · pith_short_12: DAKCXTKRKA54 · pith_short_16: DAKCXTKRKA54E4AD · pith_short_8: DAKCXTKR

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/DAKCXTKRKA54E4ADIAHGHF7C5J \
  | 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: 18142bcd51503bc27003400e6397e2ea4831fb4c0a9ec491d1a65045a5cebc92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f9529dc1fba71d2877ba3bfa72b222b346d352dda061ba70567783cfbef1e94",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-12-14T14:26:39Z",
    "title_canon_sha256": "8e1625791aee739dd71a31c5e3a1f64db6c558e22fafc1045ef1be163052c38e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.02181",
    "kind": "arxiv",
    "version": 1
  }
}