Pith Number

pith:PG4YFABE

pith:2023:PG4YFABE2ABWD7V3BSEIIZGPNU

not attested not anchored not stored refs pending

Bridging the Gap: Generalising State-of-the-Art U-Net Models to Sub-Saharan African Populations

Alexandra Smith, Alyssa R. Amod, Confidence Raymond, Dodzi Motchon, Dong Zhang, Pearly Joubert, S\'ebastien Quetin, Tinashe E.M. Mutsvangwa, Udunna C. Anazodo

arxiv:2312.11770 v1 · 2023-12-19 · cs.CV · eess.IV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PG4YFABE2ABWD7V3BSEIIZGPNU}

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

Resource-Efficient Glioma Segmentation on Sub-Saharan MRI

Receipt and verification

First computed	2026-07-05T07:25:54.011805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79b9828024d00361febb0c888464cf6d0ef274a2f20160bd96adee7049b81f2a

Aliases

arxiv: 2312.11770 · arxiv_version: 2312.11770v1 · doi: 10.48550/arxiv.2312.11770 · pith_short_12: PG4YFABE2ABW · pith_short_16: PG4YFABE2ABWD7V3 · pith_short_8: PG4YFABE

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/PG4YFABE2ABWD7V3BSEIIZGPNU \
  | 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: 79b9828024d00361febb0c888464cf6d0ef274a2f20160bd96adee7049b81f2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89bf9bcd47367dc36d41258c91239d08077cab9439bb4660ed1f34d741a9ea36",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-19T01:03:19Z",
    "title_canon_sha256": "885b4f063c4cef5c2723a8eb42ced8d7deb0797b28dde82af50312cb9ba8312c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11770",
    "kind": "arxiv",
    "version": 1
  }
}