Pith Number

pith:UY5OA3YJ

pith:2024:UY5OA3YJQL6IOAX3PUTSCDFWLR

not attested not anchored not stored refs pending

Enhancing Transfer Learning for Medical Image Classification with SMOTE: A Comparative Study

H.M. Nahid Kawsar, Iffat Rimi, Md. Zehan Alam, Tonmoy Roy

arxiv:2412.20235 v1 · 2024-12-28 · 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{UY5OA3YJQL6IOAX3PUTSCDFWLR}

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	2026-07-05T09:54:56.265410Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a63ae06f0982fc8702fb7d27210cb65c7f24402684cf8009c4b14ffdb94c4747

Aliases

arxiv: 2412.20235 · arxiv_version: 2412.20235v1 · doi: 10.48550/arxiv.2412.20235 · pith_short_12: UY5OA3YJQL6I · pith_short_16: UY5OA3YJQL6IOAX3 · pith_short_8: UY5OA3YJ

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/UY5OA3YJQL6IOAX3PUTSCDFWLR \
  | 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: a63ae06f0982fc8702fb7d27210cb65c7f24402684cf8009c4b14ffdb94c4747

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d6682f2874e70bea754ea445b63ccc93c73ec012233abdb8b6f78be2d4950f5",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-12-28T18:15:07Z",
    "title_canon_sha256": "9c574c1d9ffcdd104cebc9825371707e1bc15283b03ef36556fd5e8561de380d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20235",
    "kind": "arxiv",
    "version": 1
  }
}