Pith Number

pith:YW6LIUEB

pith:2025:YW6LIUEBZGPNAFYNVOHEJF2IDX

not attested not anchored not stored refs pending

Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients

Artur Agaronyan, Chima Oluigbo, John Schreiber, Marius G. Linguraru, Nunthasiri Wittayanakorn, Syeda Abeera Amir, Syed Muhammad Anwar, William Gaillard

arxiv:2502.15198 v1 · 2025-02-21 · cs.LG · eess.SP · q-bio.NC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YW6LIUEBZGPNAFYNVOHEJF2IDX}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG

Receipt and verification

First computed	2026-07-05T10:17:57.668455Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5bcb45081c99ed0170dab8e4497481dc55f6de2ef51e7849a911abf1819ac6c

Aliases

arxiv: 2502.15198 · arxiv_version: 2502.15198v1 · doi: 10.48550/arxiv.2502.15198 · pith_short_12: YW6LIUEBZGPN · pith_short_16: YW6LIUEBZGPNAFYN · pith_short_8: YW6LIUEB

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/YW6LIUEBZGPNAFYNVOHEJF2IDX \
  | 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: c5bcb45081c99ed0170dab8e4497481dc55f6de2ef51e7849a911abf1819ac6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63ab510467edaf97b26e210d27ee9330d4b87fbb331a4138f6e3bad22cfb708d",
    "cross_cats_sorted": [
      "eess.SP",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-21T04:24:34Z",
    "title_canon_sha256": "25b2a561bc39992950fd743949b6eef8bcbaa22ef4fb62aa18acb2ac77b115cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15198",
    "kind": "arxiv",
    "version": 1
  }
}