Pith Number

pith:BWWA5FPJ

pith:2023:BWWA5FPJFAGJ6RTCW2VXMCJBJQ

not attested not anchored not stored refs pending

A comprehensive survey on deep active learning in medical image analysis

Haoran Wang, Manning Wang, Qiuye Jin, Shiman Li, Siyu Liu, Zhijian Song

arxiv:2310.14230 v3 · 2023-10-22 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BWWA5FPJFAGJ6RTCW2VXMCJBJQ}

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

Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables

Receipt and verification

First computed	2026-07-05T07:55:25.595671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dac0e95e9280c9f4662b6ab7609214c30d087fde00c61e2eb145e37da8b0ffd

Aliases

arxiv: 2310.14230 · arxiv_version: 2310.14230v3 · doi: 10.48550/arxiv.2310.14230 · pith_short_12: BWWA5FPJFAGJ · pith_short_16: BWWA5FPJFAGJ6RTC · pith_short_8: BWWA5FPJ

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/BWWA5FPJFAGJ6RTCW2VXMCJBJQ \
  | 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: 0dac0e95e9280c9f4662b6ab7609214c30d087fde00c61e2eb145e37da8b0ffd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98f0ab469b209ed8981896dd4c707b7fdd7296aaf1ae459211dc4430f78de776",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-22T08:46:40Z",
    "title_canon_sha256": "3fa0893a69a2066d40aff7bb1f78cbae99573ce68e1bb2e5351e7c5622d9678c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14230",
    "kind": "arxiv",
    "version": 3
  }
}