Pith. sign in
Pith Number

pith:SDQN2VCA

pith:2021:SDQN2VCAGNH5HG7U427OOFY4LX
not attested not anchored not stored refs pending

Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review

Chen Yao, Haiyan Wu, Jie Yuan, Keyin Liu, Quanying Liu, Xuming Ran, Yi Yao

arxiv:2102.03336 v3 · 2021-02-05 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SDQN2VCAGNH5HG7U427OOFY4LX}

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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 2026-07-05T03:27:56.130238Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

90e0dd5440334fd39bf4e6bee7171c5de1d92cf4f3789b6eaa5b8bed62bd21bc

Aliases

arxiv: 2102.03336 · arxiv_version: 2102.03336v3 · doi: 10.48550/arxiv.2102.03336 · pith_short_12: SDQN2VCAGNH5 · pith_short_16: SDQN2VCAGNH5HG7U · pith_short_8: SDQN2VCA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SDQN2VCAGNH5HG7U427OOFY4LX \
  | 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: 90e0dd5440334fd39bf4e6bee7171c5de1d92cf4f3789b6eaa5b8bed62bd21bc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b792848094d7c5e7e20cf97253672bb6a7e2a2b820923795bbab23d318700aaa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-05T18:39:12Z",
    "title_canon_sha256": "7c8c59fa54b3ef4e852501971b34563cf339a345cc870a45883f3d5e506e50c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.03336",
    "kind": "arxiv",
    "version": 3
  }
}