Pith Number

pith:PRBBAEVT

pith:2018:PRBBAEVTQTMQJJYYPK5LZUSXFW

not attested not anchored not stored refs pending

End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables

David Benaron, Defne Yilmaz, Dileep Goyal, Gregory Marcus, Igor Gotlibovych, Jiaqi Liu, Stuart Crawford, Yaniv Kerem, Yihan Li

arxiv:1807.10707 v1 · 2018-07-27 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{PRBBAEVTQTMQJJYYPK5LZUSXFW}

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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.

Cited by

1 paper in Pith

Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks

Receipt and verification

First computed	2026-05-18T00:09:39.738243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c421012b384d904a7187ababcd2572d9eef41b40ecd00f2e7116867fee5bff1

Aliases

arxiv: 1807.10707 · arxiv_version: 1807.10707v1 · doi: 10.48550/arxiv.1807.10707 · pith_short_12: PRBBAEVTQTMQ · pith_short_16: PRBBAEVTQTMQJJYY · pith_short_8: PRBBAEVT

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/PRBBAEVTQTMQJJYYPK5LZUSXFW \
  | 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: 7c421012b384d904a7187ababcd2572d9eef41b40ecd00f2e7116867fee5bff1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "556f7bbcb09869dc77932aec2b39d3837a5770edb6d7565d904aecf63f61b39a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-07-27T16:17:31Z",
    "title_canon_sha256": "345de7f574386accafd4c9e07180e7f5ebff2fb06d5dcd009574ea0e41b1fd13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.10707",
    "kind": "arxiv",
    "version": 1
  }
}