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Pith Number

pith:C65JR7C3

pith:2021:C65JR7C3MYX65SK5KUBVRTBFZB
not attested not anchored not stored refs pending

Optimizing Operating Points for High Performance Lesion Detection and Segmentation Using Lesion Size Reweighting

Brennan Nichyporuk, Douglas L. Arnold, Justin Szeto, Tal Arbel

arxiv:2107.12978 v2 · 2021-07-27 · eess.IV · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{C65JR7C3MYX65SK5KUBVRTBFZB}

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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 2026-07-05T04:24:22.464420Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

17ba98fc5b662feec95d550358cc25c84871b21cf72eb65865409180dbb1ef82

Aliases

arxiv: 2107.12978 · arxiv_version: 2107.12978v2 · doi: 10.48550/arxiv.2107.12978 · pith_short_12: C65JR7C3MYX6 · pith_short_16: C65JR7C3MYX65SK5 · pith_short_8: C65JR7C3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/C65JR7C3MYX65SK5KUBVRTBFZB \
  | 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: 17ba98fc5b662feec95d550358cc25c84871b21cf72eb65865409180dbb1ef82
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d800252e4e5dfb658a3db33b5df1060fb3af09ba95cde10d3909e79278ececb2",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2021-07-27T17:43:49Z",
    "title_canon_sha256": "f073c9a3a1a1dd1ac4284baf37ad764c5c692f2e2aa1da13b1a1d14ff223563f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.12978",
    "kind": "arxiv",
    "version": 2
  }
}