Pith Number

pith:G6PGGTYS

pith:2022:G6PGGTYSBIWZ36L5WXFJ2GNHAM

not attested not anchored not stored refs pending

Patient Aware Active Learning for Fine-Grained OCT Classification

Ahmad Mustafa, Ghassan AlRegib, Gukyeong Kwon, Ryan Benkert, Yash-yee Logan

arxiv:2206.11485 v2 · 2022-06-23 · eess.IV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G6PGGTYSBIWZ36L5WXFJ2GNHAM}

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

Targeting Negative Flips in Active Learning using Validation Sets

Receipt and verification

First computed	2026-07-05T04:34:55.429022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

379e634f120a2d9df97db5ca9d19a703150ca62a7baa1d829a9bb0035769e1cf

Aliases

arxiv: 2206.11485 · arxiv_version: 2206.11485v2 · doi: 10.48550/arxiv.2206.11485 · pith_short_12: G6PGGTYSBIWZ · pith_short_16: G6PGGTYSBIWZ36L5 · pith_short_8: G6PGGTYS

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/G6PGGTYSBIWZ36L5WXFJ2GNHAM \
  | 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: 379e634f120a2d9df97db5ca9d19a703150ca62a7baa1d829a9bb0035769e1cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e013085c98432e5478e3d4eeef8961c2d545b58639356c26c4be806e4350979c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-06-23T05:47:51Z",
    "title_canon_sha256": "adeae8e0bc6fa222905af026bf0f88db2ee3b6771b6df9da7cc943d74a45e2af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.11485",
    "kind": "arxiv",
    "version": 2
  }
}