Pith Number

pith:GBTFB52E

pith:2023:GBTFB52EFC6OOKUCQJVCIFJJA5

not attested not anchored not stored refs pending

A Peer-to-peer Federated Continual Learning Network for Improving CT Imaging from Multiple Institutions

Dong Zeng, Hao Wang, Jianhua Ma, Ruihong He, Xiaoyu Zhang, Zhaoying Bian

arxiv:2306.02037 v2 · 2023-06-03 · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GBTFB52EFC6OOKUCQJVCIFJJA5}

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

Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey

Receipt and verification

First computed	2026-07-05T06:30:07.288990Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

306650f74428bce72a82826a24152907678d44d19cc238a74fe3aab6d204736f

Aliases

arxiv: 2306.02037 · arxiv_version: 2306.02037v2 · doi: 10.48550/arxiv.2306.02037 · pith_short_12: GBTFB52EFC6O · pith_short_16: GBTFB52EFC6OOKUC · pith_short_8: GBTFB52E

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/GBTFB52EFC6OOKUCQJVCIFJJA5 \
  | 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: 306650f74428bce72a82826a24152907678d44d19cc238a74fe3aab6d204736f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cf0915206713c53c75e4b7b55f00cc649c5222a0350bec848173edd7cc0e237",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-06-03T07:31:45Z",
    "title_canon_sha256": "0827576731a0767b16c0d979601fe60d8811be69540ac9ed0c66b45184e1c77d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.02037",
    "kind": "arxiv",
    "version": 2
  }
}