Pith Number

pith:O6I6KGVQ

pith:2024:O6I6KGVQV6M56FHX36U6SFGFXA

not attested not anchored not stored refs pending

Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes

Ahmed Alaa, Basu Jindal, David Wilson, Eran Segal, James Zou, Li Zhang, Pengtao Xie, Robert Weinreb

arxiv:2408.17421 v1 · 2024-08-30 · eess.IV · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O6I6KGVQV6M56FHX36U6SFGFXA}

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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

ReCoSeg++:Extended Residual-Guided Cross-Modal Diffusion for Brain Tumor Segmentation

Receipt and verification

First computed	2026-07-05T09:01:15.197693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7791e51ab0af99df14f7dfa9e914c5b812dc1e2fa82f29624b976ff05c9e6b09

Aliases

arxiv: 2408.17421 · arxiv_version: 2408.17421v1 · doi: 10.48550/arxiv.2408.17421 · pith_short_12: O6I6KGVQV6M5 · pith_short_16: O6I6KGVQV6M56FHX · pith_short_8: O6I6KGVQ

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/O6I6KGVQV6M56FHX36U6SFGFXA \
  | 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: 7791e51ab0af99df14f7dfa9e914c5b812dc1e2fa82f29624b976ff05c9e6b09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7da38909a64cfd47fc59dba90c61a30a2534e078c1bea7e7f191fa7375116cd2",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-08-30T17:11:36Z",
    "title_canon_sha256": "9314771f98c92abe7b58c713cbf34b75242b4cad90562cb2fb3377f7510f32e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.17421",
    "kind": "arxiv",
    "version": 1
  }
}