Pith Number

pith:VSSOWT63

pith:2023:VSSOWT6326LTSHDJZ7GXISOFYD

not attested not anchored not stored refs pending

BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection

Chee-Ming Ting, Fung Fung Ting, Ming Kang, Rapha\"el C.-W. Phan

arxiv:2309.12585 v3 · 2023-09-22 · cs.CV · eess.SP · stat.AP

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VSSOWT6326LTSHDJZ7GXISOFYD}

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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

Improving Generalization Performance of YOLOv8 for Camera Trap Object Detection

Receipt and verification

First computed	2026-07-05T09:19:52.169547Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aca4eb4fdbd797391c69cfcd7449c5c0ff34b1aa2af4385001ce4dcbea752213

Aliases

arxiv: 2309.12585 · arxiv_version: 2309.12585v3 · doi: 10.48550/arxiv.2309.12585 · pith_short_12: VSSOWT6326LT · pith_short_16: VSSOWT6326LTSHDJ · pith_short_8: VSSOWT63

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/VSSOWT6326LTSHDJZ7GXISOFYD \
  | 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: aca4eb4fdbd797391c69cfcd7449c5c0ff34b1aa2af4385001ce4dcbea752213

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cde0f7bd1f02474c0b623a46db1de81e24776f70ee9073269c7c6e5157c33ca",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-09-22T02:24:58Z",
    "title_canon_sha256": "576daf9a71a452daba8c06a31e8b6838137aab07cc8bd94f306b6d7dcbbd94c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.12585",
    "kind": "arxiv",
    "version": 3
  }
}