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Pith Number

pith:DBHRFYX4

pith:2018:DBHRFYX4H7QJFANCJNPTIYYKP6
not attested not anchored not stored refs pending

Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays

Kyu-Hwan Jung, Sejin Park, Woochan Hwang

arxiv:1811.08840 v1 · 2018-11-21 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{DBHRFYX4H7QJFANCJNPTIYYKP6}

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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 2026-05-17T23:59:48.135645Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

184f12e2fc3fe09281a24b5f34630a7f999351f848db13e1850cd1140ca682f1

Aliases

arxiv: 1811.08840 · arxiv_version: 1811.08840v1 · doi: 10.48550/arxiv.1811.08840 · pith_short_12: DBHRFYX4H7QJ · pith_short_16: DBHRFYX4H7QJFANC · pith_short_8: DBHRFYX4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DBHRFYX4H7QJFANCJNPTIYYKP6 \
  | 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: 184f12e2fc3fe09281a24b5f34630a7f999351f848db13e1850cd1140ca682f1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "54c6c2ba8d27ce3abed70f8d2c86a0141426bd9d241757d62e06847ff0cea124",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-21T17:37:22Z",
    "title_canon_sha256": "f4392851f55dbc08ca86c5f9367584f2946788b52041884eed6b6f6f367438b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.08840",
    "kind": "arxiv",
    "version": 1
  }
}