Pith Number

pith:FNIVO4A5

pith:2024:FNIVO4A5V4UGMFXQN3BK7UFL7T

not attested not anchored not stored refs pending

Parameter-efficient Fine-tuning for improved Convolutional Baseline for Brain Tumor Segmentation in Sub-Saharan Africa Adult Glioma Dataset

Bijay Adhikari, Bishesh Khanal, Confidence Raymond, Dong Zhang, Jakesh Bohaju, Laxmi Kanta Poudel, Mahesh Shakya, Pratibha Kulung, Udunna C Anazodo

arxiv:2412.14100 v1 · 2024-12-18 · eess.IV · 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{FNIVO4A5V4UGMFXQN3BK7UFL7T}

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	2026-07-05T09:51:13.709294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b5157701daf286616f06ec2afd0abfceb054f29223bbee69efc6a2ad8c14a59

Aliases

arxiv: 2412.14100 · arxiv_version: 2412.14100v1 · doi: 10.48550/arxiv.2412.14100 · pith_short_12: FNIVO4A5V4UG · pith_short_16: FNIVO4A5V4UGMFXQ · pith_short_8: FNIVO4A5

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/FNIVO4A5V4UGMFXQN3BK7UFL7T \
  | 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: 2b5157701daf286616f06ec2afd0abfceb054f29223bbee69efc6a2ad8c14a59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93e05e490f4de7fabf04a652ff8cb5156e599737b05565a15b84fd637b2507db",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-12-18T17:48:32Z",
    "title_canon_sha256": "5b882775bebfbc5d0e1b97d9ab82900f7a7d159ca91b9f76c3151e68ee7873e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14100",
    "kind": "arxiv",
    "version": 1
  }
}