Pith. sign in
Pith Number

pith:HICTR5JU

pith:2025:HICTR5JUCPRC4NGSINA22MOM6B
not attested not anchored not stored refs pending

Robust Training with Data Augmentation for Medical Imaging Classification

Josu\'e Mart\'inez-Mart\'inez, Mostafa Karami, Olivia Brown, Sheida Nabavi

arxiv:2506.17133 v1 · 2025-06-20 · eess.IV · cs.AI · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HICTR5JUCPRC4NGSINA22MOM6B}

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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.
Receipt and verification
First computed 2026-07-05T11:24:56.869815Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3a0538f53413e22e34d24341ad31ccf057590d11d630d60ac467a16fdaf62292

Aliases

arxiv: 2506.17133 · arxiv_version: 2506.17133v1 · doi: 10.48550/arxiv.2506.17133 · pith_short_12: HICTR5JUCPRC · pith_short_16: HICTR5JUCPRC4NGS · pith_short_8: HICTR5JU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HICTR5JUCPRC4NGSINA22MOM6B \
  | 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: 3a0538f53413e22e34d24341ad31ccf057590d11d630d60ac467a16fdaf62292
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5121c8a02e44ec193321ff382596998dfa865faf9a4a6cbf46ccfbf56e8dd0ab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-06-20T16:36:39Z",
    "title_canon_sha256": "ad28be5a65b187ff8cb571393ff3d53b9bef16fba052de2d0a90f2e7e4d7ebc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17133",
    "kind": "arxiv",
    "version": 1
  }
}