Pith Number

pith:E2ZCUI2Q

pith:2025:E2ZCUI2QMLL47PISX3P6PY6EYQ

not attested not anchored not stored refs pending

Hybrid Ensemble Approaches: Optimal Deep Feature Fusion and Hyperparameter-Tuned Classifier Ensembling for Enhanced Brain Tumor Classification

Dragan Pamucar, Jihie Kim, Zahid Ullah

arxiv:2507.12177 v1 · 2025-07-16 · 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{E2ZCUI2QMLL47PISX3P6PY6EYQ}

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

Systematic Integration of Attention Modules into CNNs for Accurate and Generalizable Medical Image Diagnosis

Receipt and verification

First computed	2026-07-05T11:38:53.009572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26b22a235062d7cfbd12bedfe7e3c4c437d532a170bd6ca95fdeb5ca581bcc39

Aliases

arxiv: 2507.12177 · arxiv_version: 2507.12177v1 · doi: 10.48550/arxiv.2507.12177 · pith_short_12: E2ZCUI2QMLL4 · pith_short_16: E2ZCUI2QMLL47PIS · pith_short_8: E2ZCUI2Q

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/E2ZCUI2QMLL47PISX3P6PY6EYQ \
  | 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: 26b22a235062d7cfbd12bedfe7e3c4c437d532a170bd6ca95fdeb5ca581bcc39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef88aa8186b035471e1bc89a456b7daa13decdf87c3d8be0322639091820df3d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-16T12:22:11Z",
    "title_canon_sha256": "380a8850df1b1cdf4d91837504072bc25b60d15ce5ee6e7c13a8f426f60971c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.12177",
    "kind": "arxiv",
    "version": 1
  }
}